Acquaint Softtech Private Limited

BACKGROUND

Please describe your company and position.

I am the Managing Director of HAIX Group

Describe what your company does in a single sentence.

HAIX is an innovative and high-tech manufacturer that meets the highest standards of functionality, quality and design. Our customers entrust us with their everyday safety, both during their work and leisure time and round the clock if needs be. Firefighters, police and special forces, paramedics, craftsmen, soldiers, forestry workers, hunters and outdoor enthusiasts have always relied on HAIX products. Heroes wear HAIX!

OPPORTUNITY / CHALLENGE

What specific goals or objectives did you hire Acquaint Softtech Private Limited to accomplish?

• Help customers find the right footwear faster, especially those with very specific use cases like firefighting, tactical operations, or outdoor work
• Reduce friction in product discovery, particularly for new users who didn’t fully understand our product categories or technical features
• Introduce a smarter, more guided shopping experience that could replicate the in-store expertise our customers are used to

SOLUTION

How did you find Acquaint Softtech Private Limited?

• Online Search
• Clutch Site

Why did you select Acquaint Softtech Private Limited over others?

• Pricing fit our budget
• Great culture fit
• Company values aligned

How many teammates from Acquaint Softtech Private Limited were assigned to this project?

6-10 Employees

Describe the scope of work in detail. Please include a summary of key deliverables.

Acquaint approached this differently than we expected. Instead of focusing only on UI redesign, they proposed building a conversational shopping assistant that could guide users based on intent, not just clicks. The scope included both AI integration and frontend adjustments. 

Key deliverables: 
. A conversational assistant embedded into the website that could answer product-related questions in real time 
. Integration with our product catalog, allowing the assistant to recommend footwear based on use-case, environment, and user preferences 
. Context-aware responses that adapted depending on whether the user was browsing, comparing, or ready to purchase 
. Backend logic to ensure recommendations were always aligned with actual inventory and current product data 
. A fallback structure where unclear queries were handled gracefully instead of returning irrelevant suggestions 
. UI enhancements to support assisted browsing without interrupting the shopping flow

RESULTS & FEEDBACK

What were the measurable outcomes from the project that demonstrate progress or success?

After launch, we started noticing more engaged browsing sessions. Customers were spending more time interacting with the site, not just scrolling, but actively asking questions and exploring recommendations. We also saw fewer support inquiries related to which product should I choose, which had been a common issue before. 

Another noticeable improvement was in how customers navigated complex product decisions. Instead of jumping between pages, they could get guided suggestions in one place, which made the buying journey feel more structured.

Describe their project management. Did they deliver items on time? How did they respond to your needs?

Their project management felt very collaborative. They didn’t treat the assistant as a one-time delivery. After the initial version went live, they stayed involved in refining responses based on real user interactions. 

They delivered milestones on time, but more importantly, they stayed flexible. When we needed adjustments, especially around how recommendations were phrased, they responded quickly and iterated without delay.

What was your primary form of communication with Acquaint Softtech Private Limited?

• Virtual Meeting
• Email or Messaging App

What did you find most impressive or unique about this company?

Our products aren’t easy to explain in plain terms, but they managed to build a system that made recommendations feel natural and understandable, even for someone unfamiliar with safety footwear. Also, they were careful about accuracy. The assistant didn’t guess answer, it stayed within the boundaries of real data, which is critical for a brand like ours.

Are there any areas for improvement or something Acquaint Softtech Private Limited could have done differently?

Nothing in particluar.

BACKGROUND

Please describe your company and position.

I am the CEO of Dr.Max Czech Republic

Describe what your company does in a single sentence.

Our vision is to be the pharmacy of first choice, which carries with it a great deal of responsibility. That is why we pay attention to the education of our pharmacists so that every patient can find professional help at Dr.Max.

OPPORTUNITY / CHALLENGE

What specific goals or objectives did you hire Acquaint Softtech Private Limited to accomplish?

• Improve the online and internal systems that manage pharmacy product availability, prescriptions, and customer interactions across multiple branches
• Streamline communication between pharmacists and customers to ensure faster, clearer guidance on medication queries and availability
• Strengthen backend workflows for order handling, prescription validation, and branch-level coordination
• Build a more scalable web platform that could support increasing traffic while maintaining reliability and speed during peak pharmacy hours

SOLUTION

How did you find Acquaint Softtech Private Limited?

• Referral
• Clutch Site

Why did you select Acquaint Softtech Private Limited over others?

• High ratings
• Pricing fit our budget
• Great culture fit
• Referred to me

How many teammates from Acquaint Softtech Private Limited were assigned to this project?

6-10 Employees

Describe the scope of work in detail. Please include a summary of key deliverables.

Acquaint Softtech took a structured approach by first mapping how pharmacists, branch staff, and customers actually interacted with the system in real scenarios. The scope of work covered both customer-facing and internal operational improvements. 

Key deliverables included: 
1. A redesigned web platform for product browsing, pharmacy services, and store-level availability checks 
2. Backend systems to manage prescription-related workflows and validate requests before fulfillment 
3. A pharmacist-focused dashboard for managing customer inquiries, order queues, and stock-related updates 
4. Improved search and filtering for medications to help users quickly find correct products and alternatives 
5. Workflow automation for prescription approvals and order routing between branches 
6. API enhancements to integrate multiple pharmacy locations into a unified system 
7. Performance optimization to ensure the platform stayed stable during high-demand periods

RESULTS & FEEDBACK

What were the measurable outcomes from the project that demonstrate progress or success?

After implementation, the platform felt noticeably more stable and responsive, especially during peak hours when customers typically search for medications or pharmacy availability. 

Pharmacists reported fewer delays in handling customer requests because the workflow for checking stock and confirming prescriptions became more structured. Customers also experienced a smoother browsing and inquiry process, with less confusion around product availability across different pharmacy branches. 

Internally, coordination between branches improved because order routing and validation steps were clearer and more automated.

Describe their project management. Did they deliver items on time? How did they respond to your needs?

Their project management was consistent and well-organized. Work was delivered in clear phases, and we always had visibility into progress through regular check-ins and working demos. When we raised changes, especially around compliance and pharmacy-specific validation rules, they responded quickly and adjusted without disrupting ongoing development. 

They also communicated risks early instead of hiding them, which helped us plan better on our side.

What was your primary form of communication with Acquaint Softtech Private Limited?

• Virtual Meeting
• Email or Messaging App

What did you find most impressive or unique about this company?

The most impressive aspect was their understanding of regulated workflows. In pharmaceutical systems, small mistakes can create operational issues, but they showed strong attention to validation logic, data accuracy, and process clarity. 

They also did a good job simplifying interfaces for pharmacists who are often working under time constraints. The system felt practical, not overloaded with unnecessary complexity.

Are there any areas for improvement or something Acquaint Softtech Private Limited could have done differently?

No

BACKGROUND

Please describe your company and position.

I am the CEO of Hedepy

Describe what your company does in a single sentence.

We simplify the path to psychotherapy for everyone. Through video call. We make it accessible, easy and prejudice-free. Try psychotherapy online call as well.

OPPORTUNITY / CHALLENGE

What specific goals or objectives did you hire Acquaint Softtech Private Limited to accomplish?

• Improve the overall booking and session scheduling experience so users could find and book therapists without confusion or drop-offs
• Strengthen the backend systems handling therapist availability, session matching, and calendar synchronization across multiple regions
• Build a more reliable and responsive video-session workflow that could handle real-world usage without interruptions
• Improve the admin and therapist dashboards so both sides could manage sessions, availability, and client communication more efficiently

SOLUTION

How did you find Acquaint Softtech Private Limited?

• Online Search
• Clutch Site

Why did you select Acquaint Softtech Private Limited over others?

• High ratings
• Pricing fit our budget
• Great culture fit
• Good value for cost

How many teammates from Acquaint Softtech Private Limited were assigned to this project?

2-5 Employees

Describe the scope of work in detail. Please include a summary of key deliverables.

Acquaint Softtech started by reviewing how users actually interacted with the platform, both patients booking therapy sessions and therapists managing their schedules. That helped shape the technical direction early. Their work covered both frontend and backend improvements across the platform. 

Key deliverables included: 
- A redesigned booking flow that reduced unnecessary steps and made therapist discovery more intuitive 
- A scheduling engine that handled real-time availability updates and prevented double bookings 
- A secure session management layer for video call initiation and tracking 
- Therapist dashboard improvements, including calendar sync, session history, and availability controls 
- Patient-side improvements like session reminders, rescheduling options, and smoother onboarding into therapy sessions 
- Backend API enhancements to support stable performance under peak booking hours

RESULTS & FEEDBACK

What were the measurable outcomes from the project that demonstrate progress or success?

After rollout, one of the most noticeable improvements was in the booking experience. Users were completing session bookings more smoothly, with fewer drop-offs during therapist selection. We also saw fewer scheduling conflicts. 
Before the update, overlapping availability and manual corrections were common issues for the internal team. 

After the system upgrade, those cases dropped significantly because the scheduling logic was more tightly controlled. Therapists also reported less confusion around session timing and rescheduling, which reduced back-and-forth communication with patients.

Describe their project management. Did they deliver items on time? How did they respond to your needs?

Their project management was steady and predictable. They worked in structured phases, but were flexible when we needed adjustments, especially when therapist feedback came in during testing. Instead of resisting changes, they treated them as part of the refinement process. 

Deliverables were consistent, and we always had visibility into what was being worked on. When issues came up, they were addressed quickly without unnecessary escalation cycles.

What was your primary form of communication with Acquaint Softtech Private Limited?

• Virtual Meeting
• Email or Messaging App

What did you find most impressive or unique about this company?

What stood out most was their understanding of human behavior in a sensitive product like therapy. They didn’t treat it like a standard booking system. Even small changes, like how availability is displayed or how reminders are worded, were considered carefully because they affect user comfort. 

Also, their ability to stabilize complex scheduling logic without making the system harder to use was impressive. A lot of teams can build features; fewer can simplify them without breaking functionality.

Are there any areas for improvement or something Acquaint Softtech Private Limited could have done differently?

If I had to mention something, it would be that the initial iterations of the scheduling logic were slightly conservative in handling edge cases like rapid rescheduling. They eventually improved this, but the first version needed a bit more real-world testing to fully match therapist workflow behavior.

BACKGROUND

Please describe your company and position.

I am the Chief Executive Officer of Banque Banorient France

Describe what your company does in a single sentence.

Banque Banorient France offers a wide range of banking and financial services provided for domestic and international operations. Those services include access to commercial banking products of which trade finance operations and funding, corporate financing and overdrafts, as well as domestic clearing and international payments, term loans in local and foreign currencies, letters of guarantee etc.  

OPPORTUNITY / CHALLENGE

What specific goals or objectives did you hire Acquaint Softtech Private Limited to accomplish?

• Provide clients with a clearer, near real-time view of their financial positions, transactions, and activity
• Reduce the constant reliance on relationship managers for simple updates or confirmations
• Modernize the web interface so it reflected the level of service we actually provide as a bank
• Create a system that could handle multiple types of financial data without becoming slow or unreliable

SOLUTION

How did you find Acquaint Softtech Private Limited?

• Online Search
• Clutch Site

Why did you select Acquaint Softtech Private Limited over others?

• Pricing fit our budget
• Great culture fit
• Good value for cost

How many teammates from Acquaint Softtech Private Limited were assigned to this project?

6-10 Employees

Describe the scope of work in detail. Please include a summary of key deliverables.

Acquaint approached the project less like a redesign and more like rebuilding the experience from the ground up. 

They worked closely with both our technical team and front-office staff to understand how clients interact with financial data, especially corporate clients managing multiple accounts and transactions. 

The scope included: 
Development of a real-time financial dashboard accessible via web 
Integration with internal banking systems and external data providers 
Implementation of WebSocket-based streaming for live updates 
Alert system for key financial events (transactions, balances, triggers) 
Secure access layer ensuring client-level data isolation 

Key deliverables: 
A responsive web platform with real-time portfolio visibility 
Event-driven backend system to push updates instead of relying on refresh cycles 
Alert and notification engine configurable by users 
Fallback mechanisms for delayed or unavailable external data 
Improved UX structure for navigating complex financial information 

There was a moment during testing where one of our corporate clients logged in during a live transaction window and saw updates appear without refreshing the page. That alone changed how they perceived the platform.

RESULTS & FEEDBACK

What were the measurable outcomes from the project that demonstrate progress or success?

The impact showed up in behavior more than anything: 
Fewer client inquiries asking for transaction status or confirmation 
Increased usage of the online platform for monitoring accounts 
Reduced dependency on manual communication for routine updates 
Internal teams reported fewer escalations related to missing or delayed data 

We also noticed that clients started relying on alerts instead of checking accounts repeatedly, which wasn’t happening before.

Describe their project management. Did they deliver items on time? How did they respond to your needs?

Their project management style was disciplined but not rigid. They understood that in banking, requirements can shift due to compliance or internal approvals.When that happened, they adjusted without losing momentum. 

Deliverables were generally on schedule, but more importantly, they didn’t cut corners to meet deadlines. If something needed to be done properly, they communicated that early. Response time was solid, especially during integration phases where coordination with our internal systems was critical.

What was your primary form of communication with Acquaint Softtech Private Limited?

• Virtual Meeting
• Email or Messaging App

What did you find most impressive or unique about this company?

What stood out was their awareness of real-world banking constraints. They didn’t design the system assuming perfect data availability. Instead, they built it to handle delays, inconsistencies, and edge cases, which is exactly how financial systems behave in practice.

Are there any areas for improvement or something Acquaint Softtech Private Limited could have done differently?

If I had to point out something, it would be the onboarding experience for less technical internal stakeholders. The platform itself is intuitive, but some of our internal teams needed a bit more structured walkthroughs at the beginning.

BACKGROUND

Please describe your company and position.

I am the Director and CEO of Stone Real Estate.

Describe what your company does in a single sentence.

Stone Real Estate’s revolutionary business model is a franchise structure that operates as a group of cohesive agencies with a unified team and common objectives. Our innovative corporate structure has many advantages, including one centralised database, a wider network, sharper market intelligence, leading technology and greater results for our clients. We do things differently, smarter and more efficiently and our business is entirely driven by our clients’ needs, enabling us to give you so much more in the most personalised possible way.

OPPORTUNITY / CHALLENGE

What specific goals or objectives did you hire Acquaint Softtech Private Limited to accomplish?

• Agents were losing time manually coordinating property visits instead of focusing on serious buyers
• Property searches on the platform weren’t helping users narrow down what they actually wanted quickly
• Lead distribution wasn’t consistent across agencies in the network, which caused friction internally

SOLUTION

How did you find Acquaint Softtech Private Limited?

• Online Search
• Clutch Site

Why did you select Acquaint Softtech Private Limited over others?

• Great culture fit
• Good value for cost
• Company values aligned

How many teammates from Acquaint Softtech Private Limited were assigned to this project?

6-10 Employees

Describe the scope of work in detail. Please include a summary of key deliverables.

They didn’t approach it like a standard real estate website rebuild, which was important. They reworked it into a more dynamic, search-driven platform. 

On the frontend, they built a React-based interface with strong focus on map interaction. That ended up being one of the most used parts of the system, users naturally started searching visually instead of scrolling listings.

On the backend, Node.js APIs were structured around real estate workflows: 

1. Smart filtering system for location, price, and property type 
2. Lead routing logic that distributed enquiries based on availability and agency rules 
3. Scheduling system tied into calendars so booking a visit didn’t require back-and-forth calls
4. Saved searches and alerts so buyers could be notified when relevant properties came up

MongoDB was used in a way that actually made sense here, because property data wasn’t clean or consistent across sources, so the schema flexibility helped a lot. 
A big part of the work also involved cleaning how external listing feeds were ingested, because data was coming from multiple brokers in different formats.

RESULTS & FEEDBACK

What were the measurable outcomes from the project that demonstrate progress or success?

What changed first wasn’t even on the customer side, it was internal. 
Agents noticed they were spending less time chasing basic coordination. The scheduling flow removed a lot of the back-and-forth messages that used to happen daily. 

On the user side, people started finding relevant properties faster. Instead of going through dozens of irrelevant listings, the map-based search and filters actually narrowed things down in a way that felt intuitive. 
We also saw fewer situations where appointments were missed or double-booked, which used to happen occasionally when everything was handled manually or across disconnected tools.

Describe their project management. Did they deliver items on time? How did they respond to your needs?

They were steady throughout the project. Not overly formal in communication, but consistent. We didn’t have situations where things went silent or unclear. 

There were a couple of moments where we changed direction mid-feature, especially around how lead routing should behave between franchise groups, and they adapted without pushing back unnecessarily or delaying releases.

What was your primary form of communication with Acquaint Softtech Private Limited?

• Virtual Meeting
• Email or Messaging App

What did you find most impressive or unique about this company?

Two things really stood out. First, they understood the difference between building a property website and building a real estate operating system. That shift in thinking mattered. 

Second, they didn’t over-engineer the messy part, the data inconsistency. Instead of trying to force perfect structure, they designed the system to handle imperfect inputs, which was closer to reality in real estate.

Are there any areas for improvement or something Acquaint Softtech Private Limited could have done differently?

If I had to point something out, the initial onboarding of data sources could have been tighter. We spent a bit of time aligning on feed formats and edge cases before things stabilized.

BACKGROUND

Please describe your company and position.

I am the CEO of Ameriabank CJSC

Describe what your company does in a single sentence.

Ameriabank is a leading financial and technology company in Armenia, a major contributor to the Armenian economy, with assets exceeding AMD 1 trillion. In the course of digital transformation, it has launched a number of innovative solutions and platforms going beyond banking-only needs of its diverse customer base, thus creating a dynamically evolving financial technology space.  
Ameria was the first in Armenia to create ecosystems for both businesses and individuals, which give one-window access to a range of banking and non-banking services, among them: myhome.am, mycar.am, mybusiness.am 

OPPORTUNITY / CHALLENGE

What specific goals or objectives did you hire Acquaint Softtech Private Limited to accomplish?

• Needed additional engineering capacity embedded within our internal teams to keep up with ongoing web platform enhancements without slowing delivery cycles.
• Wanted to improve the performance and reliability of our customer-facing web ecosystems, especially during peak usage periods tied to financial activity.
• Aimed to upgrade our transaction monitoring approach, moving away from static rules toward a more adaptive system capable of identifying suspicious behavior patterns.

SOLUTION

How did you find Acquaint Softtech Private Limited?

• Online Search
• Clutch Site

Why did you select Acquaint Softtech Private Limited over others?

• Pricing fit our budget
• Great culture fit
• Good value for cost
• Company values aligned

How many teammates from Acquaint Softtech Private Limited were assigned to this project?

6-10 Employees

Describe the scope of work in detail. Please include a summary of key deliverables.

Instead of working as a separate external vendor, Acquaint Softtech integrated directly into our engineering structure. Their developers joined ongoing product squads and contributed to real production environments from the start.

On the web development side, they focused on improving parts of our digital ecosystem platforms. This included refining user flows across service portals, optimizing how data was fetched and displayed, and stabilizing APIs that connected multiple backend services.

At the same time, a smaller specialized group worked on transaction monitoring improvements using Python.

Their contributions included:

• Developing a behavior-based transaction scoring system that analyzed user activity patterns rather than relying only on predefined rules
• Building data pipelines that processed transaction streams and extracted meaningful signals for risk evaluation
• Introducing internal dashboards where compliance teams could review flagged transactions with more context
• Enhancing API layers to ensure secure and efficient communication between services

A key part of their work was ensuring these additions didn’t disrupt existing services. Everything had to integrate into a live system that customers were already using daily.

RESULTS & FEEDBACK

What were the measurable outcomes from the project that demonstrate progress or success?

The improvements showed up in ways that were immediately noticeable to both technical teams and operational staff.

From a platform perspective, system responsiveness improved during high-activity periods. Internal monitoring showed fewer performance bottlenecks, especially in areas where multiple services interacted at once.

Customer support teams also reported fewer complaints related to delayed transaction updates or inconsistencies across platforms.

On the risk side, the biggest shift was in how alerts were generated and handled. Instead of receiving repetitive alerts triggered by rigid rules, compliance teams began seeing alerts that included behavioral context.

This made investigations faster and more meaningful. Analysts could quickly understand why a transaction was flagged instead of manually piecing together the story.

Describe their project management. Did they deliver items on time? How did they respond to your needs?

Their working style fit naturally into our existing processes. There was no need to adjust to them, they adapted to us.

They participated in sprint planning, daily stand-ups, and review sessions just like our in-house engineers. Tasks were tracked within our systems, and progress was always visible.

When priorities shifted, which happens often in fintech, they were quick to adjust. There was no resistance to change, just a clear focus on delivering what was needed next.

What was your primary form of communication with Acquaint Softtech Private Limited?

• Virtual Meeting
• Email or Messaging App

What did you find most impressive or unique about this company?

Their ability to balance performance, security, and usability without overcomplicating the system was notable. The fraud detection improvements, in particular, added depth without making the system harder to manage.

Are there any areas for improvement or something Acquaint Softtech Private Limited could have done differently?

If anything, we would have benefited from earlier alignment sessions between their data specialists and our compliance team.

Those conversations eventually happened and were very productive, but having them earlier might have accelerated certain decisions around model behavior and alert thresholds.

BACKGROUND

Please describe your company and position.

I am the Co-Founder of Kandy

Describe what your company does in a single sentence.

All-in-one ecommerce growth.
 
Kandy scales great e-commerce brands with Paid ads, killer creatives, email, landings and strategy. E-commerce growth, wrapped in beautiful processes.

Cherry on top, we built our own brands.

OPPORTUNITY / CHALLENGE

What specific goals or objectives did you hire Acquaint Softtech Private Limited to accomplish?

• Develop a smart product recommendation system that could personalize product suggestions based on user behavior rather than static catalog rules.
• Create a scalable backend platform for behavioral analytics, allowing us to analyze browsing patterns, product views, and purchase activity across our partner brands.
• Improve the customer shopping journey through personalization, helping brands present relevant products at the right moment during a user's browsing session.

SOLUTION

How did you find Acquaint Softtech Private Limited?

• Online Search
• Clutch Site

Why did you select Acquaint Softtech Private Limited over others?

• High ratings
• Pricing fit our budget
• Company values aligned

How many teammates from Acquaint Softtech Private Limited were assigned to this project?

6-10 Employees

Describe the scope of work in detail. Please include a summary of key deliverables.

The engagement focused on designing and building a custom recommendation engine that could process e-commerce behavioral data and generate intelligent product suggestions.

Acquaint Softtech developed the backend system using Python, which allowed them to build machine learning models capable of analyzing patterns in user behavior and product interactions.

The project included several key components.

First, they built a behavioral data processing pipeline that collected and organized browsing activity, product views, and purchase history from our partner brand stores. This allowed the system to generate meaningful insights from real user interactions.

Second, they designed a machine learning recommendation engine that evaluated product similarity and customer interest patterns. The model analyzed factors such as product categories, browsing sequences, previous purchases, and engagement signals.

Third, the team implemented dynamic recommendation APIs that could display personalized product suggestions within store pages, checkout flows, and product detail pages.

Key deliverables included:

• A Python-based recommendation engine for personalized product suggestions
• Behavioral data analysis pipelines processing user interaction events
• Product similarity scoring models
• APIs enabling real-time recommendations within the storefront
• Monitoring dashboards to evaluate recommendation performance

The final platform allowed our brands to introduce personalization without needing to build separate analytics infrastructure.

RESULTS & FEEDBACK

What were the measurable outcomes from the project that demonstrate progress or success?

Once the recommendation system was deployed across several stores, we began seeing clear improvements in customer engagement.

Customers started interacting more frequently with suggested products, especially when browsing product pages or viewing their carts. The personalized suggestions helped surface items that customers might not have discovered through manual browsing.

We also observed improvements in average order value. When relevant complementary products were displayed, shoppers were more likely to explore additional items before completing their purchase.

Another benefit appeared in repeat purchases. Returning customers often received recommendations aligned with their previous buying patterns, which created a more personalized shopping experience.

Describe their project management. Did they deliver items on time? How did they respond to your needs?

The project was managed through clear phases including discovery, system design, development, testing, and rollout.

Acquaint Softtech maintained regular communication with our product and technical teams throughout the process. Deliverables were provided in stages so we could test features in a controlled environment before implementing them across additional stores.

They were also responsive when we requested adjustments to recommendation logic or improvements to API performance.

What was your primary form of communication with Acquaint Softtech Private Limited?

• Virtual Meeting
• Email or Messaging App

What did you find most impressive or unique about this company?

One aspect that stood out was their ability to translate machine learning concepts into practical tools that e-commerce teams could use without needing deep technical expertise.

Their engineers focused heavily on performance and scalability, ensuring that recommendations appeared instantly without slowing down page load times.

Another impressive factor was how adaptable the system was. Each store could implement recommendations differently depending on its catalog structure and customer behavior.

Are there any areas for improvement or something Acquaint Softtech Private Limited could have done differently?

Earlier documentation explaining how recommendation models adapt over time would have helped some of our internal teams understand the system more quickly.

BACKGROUND

Please describe your company and position.

I am the Managing Director of Property Brokers

Describe what your company does in a single sentence.

Property Brokers is New Zealand’s leading provincial real estate brand. A family owned and operated business since 1986, we maintain a dominant market share in the regions in which we operate. Licensed REAA 2008

Our Property Brokers family is now over 850 strong with over 80 locations across the length and breadth of provincial New Zealand. It’s a business built on hard work, discipline, friendships, and a powerful sense of family. 

A full-service real estate company, our people offer services across residential, lifestyle, rural, commercial, and property management.

OPPORTUNITY / CHALLENGE

What specific goals or objectives did you hire Acquaint Softtech Private Limited to accomplish?

• We wanted to build a centralized property intelligence platform that could combine historical sales records, listing activity, and regional trends into a single accessible system for our offices.
• We aimed to develop predictive valuation tools that could assist agents in estimating property values based on location data, historical pricing patterns, and market dynamics.
• We needed a modern backend platform capable of handling market analytics and reporting so our leadership team could evaluate trends across different regions of New Zealand more easily.

SOLUTION

How did you find Acquaint Softtech Private Limited?

• Online Search
• Clutch Site

Why did you select Acquaint Softtech Private Limited over others?

• Pricing fit our budget
• Good value for cost
• Company values aligned

How many teammates from Acquaint Softtech Private Limited were assigned to this project?

6-10 Employees

Describe the scope of work in detail. Please include a summary of key deliverables.

The engagement focused on the development of a custom software platform designed to support market intelligence and property valuation analysis.

Acquaint Softtech Private Limited worked with our internal team to design a backend system powered by Python and modern PropTech frameworks. The goal was to collect, process, and analyze large volumes of property data while keeping the interface intuitive for our agents.

The scope of work included several key components.

They built a centralized data ingestion system that aggregated historical property sales data, regional pricing information, and listing activity across our markets. This allowed us to move away from scattered spreadsheets and maintain a consistent data repository.

They also developed property price prediction models that analyzed historical sales patterns, location-based factors, and market trends. These models generated estimated valuation ranges that our agents could use as reference points during property appraisals.

In addition, Acquaint delivered market intelligence dashboards that allowed our regional managers to review trends in property movement, demand patterns, and pricing changes across different areas.

Other deliverables included:

• A backend analytics engine designed to process large property datasets
• Geospatial data analysis tools that incorporated location-based insights
• Reporting dashboards for internal market trend analysis
• Secure APIs connecting the analytics engine with our internal systems

RESULTS & FEEDBACK

What were the measurable outcomes from the project that demonstrate progress or success?

After the platform was introduced, several practical improvements became apparent in our daily operations.

Property appraisal preparation became much faster. Instead of manually reviewing multiple data sources, agents could review pricing insights directly within the platform. This helped them prepare for listing presentations with clearer market evidence.

Regional managers also began using the dashboards to observe trends in buyer demand and pricing shifts across different districts. Previously, gathering this information required manual compilation from multiple offices.

Another noticeable benefit came from the predictive valuation tools. While agents still rely on professional judgment, the suggested price ranges generated by the system often aligned closely with final transaction outcomes once properties were sold.

Describe their project management. Did they deliver items on time? How did they respond to your needs?

The project was managed through a structured development cycle with clear milestones. Acquaint maintained regular communication with our technical team and business stakeholders throughout the project.

Deliverables were released in stages so we could test functionality with a small group of agents before expanding usage across additional offices. This gradual rollout helped us gather feedback and refine the system based on real-world usage.

Whenever our team suggested improvements, particularly around usability or reporting features, their developers responded quickly and incorporated those adjustments into subsequent updates.

What was your primary form of communication with Acquaint Softtech Private Limited?

• Virtual Meeting
• Email or Messaging App

What did you find most impressive or unique about this company?

One of the most impressive aspects of working with Acquaint was their understanding that real estate markets vary significantly from one region to another. They took time to understand how property transactions differ across rural, lifestyle, residential, and commercial markets.

Another notable strength was their ability to translate complex analytical models into tools that real estate professionals could use without needing technical training.

The technology felt practical rather than experimental, which was exactly what we needed.

Are there any areas for improvement or something Acquaint Softtech Private Limited could have done differently?

I can't think of anything

BACKGROUND

Please describe your company and position.

I am the CEO of BIANALISI SPA

Describe what your company does in a single sentence.

Bianalisi is Italy's largest integrated diagnostics group, owned by Charme Capital Partners, Columna Capital, and entrepreneur Giuliano Caslini. Offering a comprehensive range of services for patients, doctors, clinics, and businesses, Bianalisi is positioned as a key ally for comprehensive healthcare.

OPPORTUNITY / CHALLENGE

What specific goals or objectives did you hire Acquaint Softtech Private Limited to accomplish?

• Transform existing laboratory and clinical data into predictive health intelligence to help identify patient risk patterns earlier.
• Build a secure analytics framework that aligns with strict European data protection regulations while still enabling meaningful modeling.
• Provide clinical leadership dashboards capable of surfacing treatment trends, diagnostic anomalies, and regional workload insights across our facilities.

SOLUTION

How did you find Acquaint Softtech Private Limited?

• Online Search
• Clutch Site

Why did you select Acquaint Softtech Private Limited over others?

• High ratings
• Pricing fit our budget
• Good value for cost
• Company values aligned

How many teammates from Acquaint Softtech Private Limited were assigned to this project?

6-10 Employees

Describe the scope of work in detail. Please include a summary of key deliverables.

The engagement focused on Clinical Data Analysis and Predictive Health Insights, using Python as the backend technology to build and enhance our analytics infrastructure.

The scope included:

• Designing a secure data ingestion layer capable of processing laboratory test records, diagnostic imaging metadata, and outpatient service documentation
• Cleaning and structuring partially anonymized clinical datasets for statistical modeling
• Developing predictive models to identify early risk indicators in diagnostic results and treatment pathways
• Creating analytical dashboards for regional medical directors and central operations teams
• Implementing access-controlled APIs for data retrieval across authorized departments
• Building audit trails and logging mechanisms aligned with European compliance standards

A defining part of the project was ensuring that predictive outputs remained clinically interpretable. Our laboratory directors were involved in validating model assumptions before deployment.

Key deliverables included:

• A centralized predictive analytics engine
• Risk stratification logic based on laboratory and diagnostic patterns
• Executive-level dashboards displaying cross-regional trends
• Operational dashboards for clinical supervisors
• Data privacy and anonymization safeguards integrated into model training workflows

RESULTS & FEEDBACK

What were the measurable outcomes from the project that demonstrate progress or success?

Within pilot regions, clinical directors were able to detect clusters of abnormal diagnostic trends earlier than previously possible.

Specific measurable outcomes included:

• Identification of recurring diagnostic risk patterns within the same reporting cycle instead of after monthly audits
• Consolidation of laboratory trend analysis that previously required manual extraction from multiple regional systems
• Reduction in time spent preparing cross-regional performance reports
• Faster escalation of cases requiring secondary review

In one instance, a regional medical supervisor used the dashboard to identify an unusual spike in related laboratory indicators within a specific patient group. The review was initiated immediately rather than during routine periodic analysis.

Describe their project management. Did they deliver items on time? How did they respond to your needs?

The project was managed with structured phases: discovery, data validation, modeling, dashboard development, pilot deployment, and refinement.

Deliverables were met according to agreed milestones. More importantly, they were responsive when regulatory or compliance clarifications required adjustments. In healthcare at our scale, requirements evolve during implementation. They accommodated those changes without disrupting progress.

Their communication with both our IT leadership and medical directors was disciplined and clear.

What was your primary form of communication with Acquaint Softtech Private Limited?

• Virtual Meeting
• Email or Messaging App

What did you find most impressive or unique about this company?

Two elements stood out.

First, their technical maturity in Python-based statistical modeling was evident, especially in handling large, partially anonymized datasets while preserving clinical signal integrity.

Second, they understood that healthcare analytics is not purely mathematical, it is contextual. They repeatedly engaged our laboratory specialists to validate whether predictive outputs aligned with real clinical workflows.

They delivered analytics that were trusted, not just technically correct.

Are there any areas for improvement or something Acquaint Softtech Private Limited could have done differently?

Earlier multi-region benchmarking comparisons would have accelerated cross-facility insights. While this was eventually incorporated, introducing that layer sooner might have shortened our internal evaluation phase.

However, once proposed, the team implemented the enhancement efficiently.

BACKGROUND

Please describe your company and position.

I am the Founder of XOALA

Describe what your company does in a single sentence.

𝗫𝗼𝗮𝗹𝗮 is a Neo Bank, fully regulated, all-in-one financial platform providing corporate banking, global payments, acquiring, and cryptocurrency solutions through a single unified portal. Built for financial institutions, brokers, crypto firms, iGaming companies, and global businesses, Xoala eliminates the need for multiple banking and payment partners.

OPPORTUNITY / CHALLENGE

What specific goals or objectives did you hire Acquaint Softtech Private Limited to accomplish?

• Modernize core backend components to support parallel banking, card acquiring, and crypto workflows within a single portal.
• Introduce stronger auditability and access controls aligned with EMI, card scheme, and crypto licensing expectations.
• Stabilize internal operations by reducing ambiguity around who accessed what data and when.
• Improve system resilience and maintainability without disrupting live payment, IBAN, or wallet activity.

SOLUTION

How did you find Acquaint Softtech Private Limited?

• Online Search
• Clutch Site

Why did you select Acquaint Softtech Private Limited over others?

• Pricing fit our budget
• Good value for cost
• Company values aligned

How many teammates from Acquaint Softtech Private Limited were assigned to this project?

2-5 Employees

Describe the scope of work in detail. Please include a summary of key deliverables.

Acquaint Softtech was brought in specifically for Enterprise App Modernization, with Laravel serving as the backend foundation for restructuring sensitive workflows.

Rather than pushing a large, disruptive overhaul, their team focused on reinforcing and modernizing the system layer by layer. This included:

Refactoring legacy backend logic handling financial and crypto operations into clearer, modular services

Implementing encrypted storage for sensitive operational and compliance data

Introducing comprehensive audit logs tied to user actions, system events, and API calls

Strengthening API authentication flows across internal services and third-party integrations

Applying strict access guards that reflected real operational roles across banking, compliance, and support teams

RESULTS & FEEDBACK

What were the measurable outcomes from the project that demonstrate progress or success?

The most noticeable outcome was how much easier internal reviews became. Investigating incidents, responding to compliance questions, or validating operational actions no longer required piecing together information from multiple systems.

Audit trails were complete and readable. Access boundaries were clearer. Teams trusted the system more because it behaved predictably under scrutiny.

Describe their project management. Did they deliver items on time? How did they respond to your needs?

Their project management felt well-suited to a regulated financial environment. Timelines were realistic, documentation was clear, and decisions were never rushed without understanding downstream implications.

Deliverables were met as planned, and when regulatory considerations required adjustments, Acquaint Softtech handled changes calmly and transparently. Communication stayed technical, structured, and aligned with business priorities rather than generic status updates.

They understood that in fintech, predictability matters as much as speed.

What was your primary form of communication with Acquaint Softtech Private Limited?

• Virtual Meeting
• Email or Messaging App

What did you find most impressive or unique about this company?

The most notable one was that the ability to provide security and additional depth of auditing did not impact the speed of the system. Most modernization projects bring in friction- this was not one of them.

They had more than framework knowledge. They applied it as an instrument to instill discipline in the area of access, traceability, and maintainability all respecting performance requirements in the banking, card, and crypto operations.

They worked as an extension of an internal engineering team as opposed to an external vendor.

Are there any areas for improvement or something Acquaint Softtech Private Limited could have done differently?

If there is one area for refinement, it would be even earlier alignment with external regulatory advisors during architectural discussions.