CedrTech

BACKGROUND

Please describe your company and position.

I am the CTO of AgriSense Dynamics

Describe what your company does in a single sentence.

We build precision agriculture software that helps large-scale European farms optimize irrigation and predict crop yields using hardware sensors.

OPPORTUNITY / CHALLENGE

What specific goals or objectives did you hire CedrTech to accomplish?

• We had a massive challenge with data orchestration. Our fields are covered in IoT soil sensors, and we also receive daily satellite imagery. We needed a unified backend that could ingest all this heavy data in real-time and an AI model to tell farm managers exactly where to allocate water and fertilizers.

SOLUTION

How did you find CedrTech?

• Referral
• Clutch Site

Why did you select CedrTech over others?

• High ratings
• Company values aligned
• Other

How many teammates from CedrTech were assigned to this project?

2-5 Employees

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

• IoT Pipeline: Created a highly resilient backend to collect and structure data streams from thousands of field sensors. 
• Vision Model: Integrated a specialized AI module that processes massive satellite images to detect early signs of crop disease. 
• Decision Engine: Built the logic that combines soil data and weather forecasts to generate daily action plans for farmers. 
• Manager Dashboard: A clean, fast-loading web app that visualizes field health through interactive heatmaps.

RESULTS & FEEDBACK

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

The business impact has been a total game-changer. Farms using our new platform are seeing a massive reduction in water waste, and their resource allocation is finally driven by hard data rather than guesswork. From a technical standpoint, the platform effortlessly handles the huge data spikes we get every time a satellite finishes its pass and drops gigabytes of images onto our servers.

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

How did they respond to your needs? They don't mess around with bureaucracy. They operate like a highly skilled SWAT team. If we discovered that a specific type of sensor was sending corrupted data, they didn't wait for the next sprint planning-they deployed a patch to filter it out on the same day. They delivered a working, field-tested platform just in time for the spring planting season.

What was your primary form of communication with CedrTech?

• In-Person Meeting
• Virtual Meeting

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

Their technical leverage. By using tools like Claude and Cursor, they automate the routine parts of software engineering. This means that when you pay for their time, you are paying for senior-level problem solving, not just someone typing out standard boilerplate code. The system they built was elegant, stable, and ready for enterprise scale.

Are there any areas for improvement or something CedrTech could have done differently?

Their focus is intensely technical. We had to ensure our internal UI/UX designer was heavily involved to make sure the complex data was easy for non-technical farmers to read. But in terms of backend and AI, they are flawless.

BACKGROUND

Please describe your company and position.

I am the VP of Engineering of OmniResolve CX

Describe what your company does in a single sentence.

We provide a B2B helpdesk and customer experience platform tailored for enterprise telecommunications companies.

OPPORTUNITY / CHALLENGE

What specific goals or objectives did you hire CedrTech to accomplish?

• Our enterprise clients were demanding AI support features, but they strictly prohibited sending customer data to public APIs like OpenAI. We needed CedrTech to build and deploy a highly secure, local LLM that could resolve Level 1 and Level 2 support tickets autonomously without compromising data privacy.

SOLUTION

How did you find CedrTech?

• Online Search
• Referral

Why did you select CedrTech over others?

• Close to my geographic location
• Pricing fit our budget
• Great culture fit

How many teammates from CedrTech were assigned to this project?

2-5 Employees

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

CedrTech took full ownership of the AI backend: Local Model Deployment: Set up and fine-tuned a localized LLM capable of understanding complex telecom jargon. Ticket Routing Engine: Built a Python-based backend that reads incoming emails/chats and decides whether the AI can solve it or if it needs a human agent. CRM Integrations: Seamlessly connected the new AI engine with legacy systems like Salesforce and Zendesk via custom APIs. Data Sanitization: Implemented a pre-processing layer that masks personal user data before it even hits the model. Analytics Dashboard: A real-time view for support managers to monitor the AI’s resolution accuracy.

RESULTS & FEEDBACK

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

The impact on our clients’ operations has been incredible. The AI now handles a massive chunk of routine inquiries instantly. Instead of drowning in password resets and basic troubleshooting, human agents are now focusing entirely on VIP clients and complex technical escalations. This completely transformed the ROI of our platform for our buyers, and our sales team has been using this new module to win larger enterprise deals.

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

They are incredibly sharp. Despite the huge time zone gap, they never missed a beat. They use their time efficiently-no pointless meetings. They ship code, record a video explaining how it works, and ask for specific feedback. We hit every single release deadline.

What was your primary form of communication with CedrTech?

• In-Person Meeting
• Virtual Meeting

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

Their technical maturity stood out. They use modern tools like Cursor to fly through the standard coding tasks, which leaves them with plenty of time to solve the really hard architectural and security problems. You get the feeling you are working with seasoned tech founders rather than an outsourced dev team.

Are there any areas for improvement or something CedrTech could have done differently?

You have to be prepared to make decisions quickly. Because they build so fast, if you take a week to approve a design change, you are the one holding up the project, not them.

BACKGROUND

Please describe your company and position.

I am the Co-Founder / CTO of OptiMetric AI

Describe what your company does in a single sentence.

We provide a predictive analytics platform that helps mid-sized e-commerce brands optimize their ad spend and customer retention.

OPPORTUNITY / CHALLENGE

What specific goals or objectives did you hire CedrTech to accomplish?

• We needed to build an automated "Marketing Brain" - a system that could ingest data from Meta, Google Ads, and Shopify, then use AI to predict which customer segments would be most profitable in the next 30 days.

SOLUTION

How did you find CedrTech?

• Referral
• Clutch Site

Why did you select CedrTech over others?

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

How many teammates from CedrTech were assigned to this project?

2-5 Employees

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

"Multi-Channel Data Pipeline: Built a system to pull and normalize data from various marketing APIs in real-time. Predictive Scoring Model: Implemented an AI engine that calculates the ""Customer Lifetime Value"" (CLV) for every user profile. Automated Campaign Triggers: A backend module that automatically adjusts ad budgets based on the AI's performance predictions. Insight Dashboard: A sleek, high-performance interface where our clients can see ""Plain English"" summaries of their data generated by an LLM. Scalable Architecture: Set up a backend that handles millions of events without a hitch."

RESULTS & FEEDBACK

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

The results were definitive: a 500% increase in processing speed compared to our prototype. This performance boost, paired with AI bidding insights, has led to immediate ROAS gains for our clients. By partnering with CedrTech, we bypassed months of traditional development, reaching market-ready status three months earlier than projected.

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

Flawless execution. They use "Vibe-coding" to stay lean and fast. If we discovered a new requirement during a pilot test, they would have a working version of it ready in a few days. They never missed a deadline, and their transparency regarding technical trade-offs was refreshing.

What was your primary form of communication with CedrTech?

• In-Person Meeting
• Virtual Meeting

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

Their ability to "orchestrate" complex logic. They aren't just writing code; they are using tools like Cursor and Claude 3.5 to build sophisticated systems at a pace that feels like magic. They act as a high-speed R&D department for your business. It’s rare to find a team that is both this technical and this product-focused.

Are there any areas for improvement or something CedrTech could have done differently?

In the beginning, the pace was so fast that we had to speed up our own internal review process to keep the momentum. It’s a "problem" any founder would love to have.

BACKGROUND

Please describe your company and position.

I am the Head of Operations of SolarGuard Systems

Describe what your company does in a single sentence.

We provide a specialized platform for renewable energy companies to manage field inspections and solar panel maintenance.

OPPORTUNITY / CHALLENGE

What specific goals or objectives did you hire CedrTech to accomplish?

• We needed a robust Android application built with Kotlin that could work offline in remote areas. The app had to include an AI-powered image recognition tool to help technicians identify hardware defects through their phone camera.

SOLUTION

How did you find CedrTech?

• Online Search
• Referral

Why did you select CedrTech over others?

Great culture fit

How many teammates from CedrTech were assigned to this project?

2-5 Employees

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

We engineered a high-performance native Kotlin application specifically optimized for field speed and battery longevity. At its core, the system features an edge AI vision module that performs real-time, on-device analysis of solar panels to detect micro-cracks instantly without relying on cloud connectivity. To support remote operations, we implemented a sophisticated offline-first architecture with a robust local database that triggers seamless server synchronization once a stable connection is established. Understanding the environmental constraints, we designed an industrial-grade UX with a "low-tap" workflow specifically tailored for technicians operating in protective gloves. This entire mobile ecosystem is backed by a secure, scalable Python-based API designed to handle high-throughput uploads of high-resolution inspection imagery.

RESULTS & FEEDBACK

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

The impact was huge for our field operations. Technicians now complete inspections significantly faster because the AI handles the initial sorting of defect images. The offline reliability has been perfect-we haven't lost a single inspection report due to connectivity issues. Our pilot clients were so impressed that we’ve already signed three long-term service contracts.

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

Working with CedrTech was a masterclass in efficiency. Their Agile process felt lean and purposeful, focusing on shipping code rather than sitting in meetings. Thanks to Danylo’s deep dive into product discovery, we dodged several expensive UX pitfalls that would have haunted our navigation logic later. They are a team that respects deadlines-every milestone was delivered exactly as promised.

What was your primary form of communication with CedrTech?

In-Person Meeting

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

Their ability to handle "Deep Tech" on mobile. Integrating local AI models into a native Kotlin app is not a standard task, and they executed it flawlessly. Their use of AI-assisted tools like Cursor during the dev process meant they could iterate on features in days rather than weeks.

Are there any areas for improvement or something CedrTech could have done differently?

Not really. They are a high-speed team, so you need to stay on top of your game as a client to keep up with their delivery pace.

BACKGROUND

Please describe your company and position.

I am the Director of Engineering of AdVelocity Media

Describe what your company does in a single sentence.

We develop a specialized demand-side platform (DSP) that helps agencies automate high-frequency digital ad placements.

OPPORTUNITY / CHALLENGE

What specific goals or objectives did you hire CedrTech to accomplish?

• Our bidding logic was too slow and missed out on high-value inventory. We brought in CedrTech to completely overhaul our backend architecture and implement an AI-driven prediction model to determine the optimal bid price in milliseconds.

SOLUTION

How did you find CedrTech?

• Online Search
• Referral

Why did you select CedrTech over others?

• High ratings
• Great culture fit

How many teammates from CedrTech were assigned to this project?

2-5 Employees

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

"Low-Latency Backend: Refactored our core logic to handle massive incoming traffic without slowing down. AI Bidding Logic: Integrated an intelligent layer that analyzes historical win rates to predict the best price for each ad impression. High-Speed Caching: Implemented a Redis-based architecture for instant data retrieval. Integration Layer: Connected our engine with multiple global ad exchanges. Monitoring Tool: Built a custom dashboard for our team to see real-time auction performance and system health."

RESULTS & FEEDBACK

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

Results followed almost overnight. With significantly lower response times, we’ve scaled to thousands more auctions per second and achieved a lower CPA for clients through more intelligent, AI-optimized bidding. The platform’s newfound stability under pressure has completely eliminated the load-related failures that used to plague our operations.

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

Their delivery speed was incredible. They work in very tight cycles, providing updates almost every day. Danylo’s background in product management was a huge plus; he helped us prioritize features that actually impacted our bottom line rather than just "nice-to-have" UI tweaks. Everything was delivered on time.

What was your primary form of communication with CedrTech?

• In-Person Meeting
• Virtual Meeting

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

They are "Product Engineers" who happen to be experts in AI. They don't just follow specs; they look at the business goal and figure out the most efficient way to get there. Their use of AI-assisted development tools like Cursor meant they could skip the boilerplate and solve our most complex architectural problems in weeks.

Are there any areas for improvement or something CedrTech could have done differently?

Because they move so fast, you need to be very clear about your requirements from day one. If you change your mind mid-sprint, you have to communicate it immediately to keep up with their pace.

BACKGROUND

Please describe your company and position.

I am the CTO / Head of Product of TalentFlow Nordic

Describe what your company does in a single sentence.

We provide an end-to-end talent management suite for European tech companies and recruitment agencies.

OPPORTUNITY / CHALLENGE

What specific goals or objectives did you hire CedrTech to accomplish?

Our manual screening process was a huge bottleneck. We hired CedrTech to build an AI-driven scoring engine that could analyze resumes, map skills to job descriptions, and rank candidates based on "cultural and technical fit" using natural language processing.

SOLUTION

How did you find CedrTech?

• Online Search
• Clutch Site

Why did you select CedrTech over others?

• High ratings
• Great culture fit
• Other

How many teammates from CedrTech were assigned to this project?

2-5 Employees

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

"Parsing Engine: Developed a robust tool to extract structured data from PDF/Docx resumes with 98% accuracy. Scoring Algorithm: Built a custom logic using Claude 3.5 to rank candidates based on complex criteria (experience, tech stack, even soft skills inferred from text). 
Automated Feedback: A module that generates personalized rejection or interview invitation drafts based on the AI’s analysis. Dashboard: A clean ""Recruiter Workspace"" where users can visualize candidate pipelines and AI insights. Security: Implementation of GDPR-compliant data handling practices for sensitive personal information."

RESULTS & FEEDBACK

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

We reduced our "Time-to-Hire" by 35% and cut manual screening hours by nearly 60%. Our recruiters now only focus on the top 10% of candidates pre-selected by the AI, which has significantly improved the quality of our shortlists.

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

They are exceptionally well-organized. They use Agile methodology but without the unnecessary overhead. Danylo was very involved in the discovery phase, using "The Mom Test" principles to ensure we weren't building features that recruiters didn't actually need. Everything was delivered on time and within budget.

What was your primary form of communication with CedrTech?

• In-Person Meeting
• Virtual Meeting

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

Their ability to translate vague "vibes" into hard code. We described the problem, and they "orchestrated" a solution using the latest AI tools at a speed I’ve never seen before. They are not just coders; they are senior product engineers who understand the business impact of their work.

Are there any areas for improvement or something CedrTech could have done differently?

The speed of delivery is very high, so we had to make sure our internal stakeholders were ready to review work weekly. It was a fast-paced collaboration, but the results were worth it.

BACKGROUND

Please describe your company and position.

I am the Managing Partner / CEO of LuxeView Properties

Describe what your company does in a single sentence.

We are a high-end real estate agency and investment firm focusing on luxury residential properties in the UAE.

OPPORTUNITY / CHALLENGE

What specific goals or objectives did you hire CedrTech to accomplish?

• We needed to build a custom internal platform that could aggregate market data from multiple sources and use an AI model to provide real-time valuation estimates for our investors. Our goal was to reduce the time spent on manual market analysis.

SOLUTION

How did you find CedrTech?

• Online Search
• Referral

Why did you select CedrTech over others?

• High ratings
• Great culture fit
• Company values aligned

How many teammates from CedrTech were assigned to this project?

2-5 Employees

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

"Data Engine: Built a robust system to scrape and normalize real estate data from several regional portals. AI Valuation Model: Developed a machine learning layer that calculates ""fair market value"" based on location, amenities, and historical trends. Internal CRM: A streamlined dashboard for our agents to manage leads and generate PDF valuation reports for clients with one click. Interactive Maps: Integration with Mapbox to visualize price heatmaps across different Dubai districts. Infrastructure: Cloud setup on AWS ensuring high availability and fast data processing."

RESULTS & FEEDBACK

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

We reduced the time needed for property appraisal from 2 days to under 5 minutes. This allowed our agents to close 20% more deals in the first quarter after launch. The accuracy of the AI valuation is currently within a 3% margin of actual closing prices.

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

Excellent management. They are very flexible-when the local market regulations changed mid-project, they adjusted the data ingestion logic within a few days. They never missed a deadline and provided very clear video updates (Loom) for every feature.

What was your primary form of communication with CedrTech?

In-Person Meeting

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

Their technical intelligence stood out. They don't just "code"; they think like business owners. Danylo’s advice on "The Mom Test" discovery helped us simplify the UI, focusing only on features our agents actually use daily. They use AI tools (Cursor, Claude) to build at a pace that is simply unreachable for traditional dev shops.

Are there any areas for improvement or something CedrTech could have done differently?

In the beginning, we underestimated the complexity of some data sources, which required a small budget adjustment, but the transparency from their side made the process very smooth.

BACKGROUND

Please describe your company and position.

I am the Head of E-commerce / Digital Transformation Lead of ElectroHub Poland

Describe what your company does in a single sentence.

We are a leading regional online retailer specializing in high-end electronics and home appliances.

OPPORTUNITY / CHALLENGE

What specific goals or objectives did you hire CedrTech to accomplish?

• Our goal was to build a custom recommendation engine and a dynamic loyalty system that could analyze user behavior in real-time and provide personalized offers, moving away from generic discounts.

SOLUTION

How did you find CedrTech?

• Online Search
• Referral

Why did you select CedrTech over others?

• Close to my geographic location
• Good value for cost
• Company values aligned

How many teammates from CedrTech were assigned to this project?

6-10 Employees

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

We tackled the data challenge head-on by building a pipeline that processes millions of events daily. This feeds our custom AI core, which predicts the 'next best offer' for every customer segment. To keep the experience seamless, we engineered an API with sub-50ms latency—basically invisible to the user. We then tied the whole engine into Magento and the CRM, giving the marketing team a dedicated dashboard to track the AI's performance in real-time.

RESULTS & FEEDBACK

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

Since implementation, we’ve seen a 18% increase in average order value (AOV) and a 22% improvement in repeat purchase rates. The system handled our Black Friday traffic (5x normal load) with zero downtime and perfect stability.

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

What I appreciate most is their 'no-nonsense' approach to management. They don't waste time on unnecessary overhead, which allowed them to deliver every module exactly when promised. Communication was seamless throughout. Even when we hit a snag with a database sync during the pilot, they jumped on it immediately and had it resolved in just three hours.

What was your primary form of communication with CedrTech?

• In-Person Meeting
• Email or Messaging App

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

They are "Product Engineers" in the truest sense. They didn't just follow a Jira ticket; they challenged our assumptions to make the product better. Their ability to use AI tools like Cursor to speed up the "boring" parts of coding means they spend more time on high-level architecture.

Are there any areas for improvement or something CedrTech could have done differently?

At the start, we had to spend a bit of time aligning on documentation standards, but they quickly adapted to our corporate requirements.

BACKGROUND

Please describe your company and position.

I am the Founder & Head of Product of EduPulse AI

Describe what your company does in a single sentence.

We build an AI-powered platform that helps educators transform long-form video lectures into interactive micro-learning modules.

OPPORTUNITY / CHALLENGE

What specific goals or objectives did you hire CedrTech to accomplish?

• We needed to develop a core engine that could automatically transcribe videos, extract key concepts using LLMs, and generate quiz questions. We had the "vibe" of the product but lacked the senior engineering power to make it scale.

SOLUTION

How did you find CedrTech?

• Online Search
• Clutch Site

Why did you select CedrTech over others?

• Close to my geographic location
• Good value for cost
• Company values aligned

How many teammates from CedrTech were assigned to this project?

2-5 Employees

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

AI Pipeline: Built a custom workflow using Claude 3.5 and Whisper for high-accuracy transcription and content summarization.

Database: Implemented a Pinecone vector database to allow users to "chat" with their video library.

Backend: Developed a high-speed Python backend to handle concurrent video uploads and processing.

UI Integration: A clean, responsive dashboard for educators to edit and export generated content.

MVP Launch: They took us from a basic Figma mockup to a live beta version in under 12 weeks.

RESULTS & FEEDBACK

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

We cut our content generation time by 80%. What used to take a human editor 4 hours now takes our platform 10 minutes. This efficiency allowed us to sign our first 3 enterprise pilot customers before the project was even fully finished.

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

They’re incredibly quick. With their weekly sprint cycle, the turnaround is wild-we’d have a feedback session on Tuesday and see the updates live by Thursday. Danylo was also a huge help on the product side; he kept us focused on the MVP by helping us axe any features that weren't strictly necessary.

What was your primary form of communication with CedrTech?

Virtual Meeting

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

Their ability to "orchestrate" code. They aren't just typing; they are using AI to build AI. It’s a very modern way of working that most traditional firms haven't mastered yet. They are truly Senior-level engineers who understand business value.

Are there any areas for improvement or something CedrTech could have done differently?

Since they move at such a breakneck pace, you’ve got to be ready to give feedback on the fly. If you’re a slow-moving corporate machine, you might actually struggle to keep up. But for a startup? They’re a perfect match.

BACKGROUND

Please describe your company and position.

I am the Director of Operations / COO of Nexus Logistics Group

Describe what your company does in a single sentence.

We provide logistics and supply chain management software for North American manufacturing firms.

OPPORTUNITY / CHALLENGE

What specific goals or objectives did you hire CedrTech to accomplish?

• We had a massive bottleneck in our resource allocation system. We hired CedrTech to build an intelligent automation engine that could replace hundreds of manual entry hours with an AI-driven scheduling logic.

SOLUTION

How did you find CedrTech?

Online Search

Why did you select CedrTech over others?

• Close to my geographic location
• Great culture fit
• Good value for cost

How many teammates from CedrTech were assigned to this project?

2-5 Employees

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

Business Logic Mapping: Danylo and his team used Lean Canvas methodologies to map out our complex operational workflows.

Core Engine Development: Building a high-performance backend using Python to handle real-time resource tracking.

AI Integration: Implementing an "orchestration" layer that uses LLMs to interpret shipping manifests and automatically assign tasks to the correct teams.

Integration: Connecting the new engine with our existing enterprise ERP via secure APIs.

RESULTS & FEEDBACK

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

I’m not even kidding, the shift since we dropped that new module has been a total game-changer. We’re suddenly blasting through our to-do lists, mainly because we aren't bogged down cleaning up those annoying manual scheduling blunders anymore. And the muscle on this thing? We’re feeding it massive mountains of data that would have absolutely crushed our old setup, and it doesn't even break a sweat. No stuttering, no drama... it just handles it.

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

Very professional. They use a "Senior-level" only model, which means there’s no "lost in translation" between the PM and the devs. They were incredibly flexible-when we needed to change a core database requirement in month 4, they handled it without missing a beat.

What was your primary form of communication with CedrTech?

Virtual Meeting

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

They don't just "write code"-they build products. They understood our business goals better than some of our internal staff. The way they use AI tools (Cursor, Claude) to accelerate delivery is honestly the future of development. You’re paying for experts who work at superhuman speeds.

Are there any areas for improvement or something CedrTech could have done differently?

Their focus is very much on the backend and complex logic. If you need a lot of high-end consumer-facing UI/UX research, you might need to supplement them, but for core business systems, they are unbeatable.