Armakuni

BACKGROUND

Please describe your company and position.

I am the President of ArchiveIT

Describe what your company does in a single sentence.

We help companies migrate from paper to intelligent document processing

OPPORTUNITY / CHALLENGE

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

• To move our existing inbox into an AI classification and autofiling tool
• To extract key data from documents that allows for auto routing of documents
• To build an ongoing secure archive with private LLM capabilities

SOLUTION

How did you find Armakuni?

Referral

Why did you select Armakuni over others?

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

How many teammates from Armakuni were assigned to this project?

2-5 Employees

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

Armakuni was tasked as reviewing our current SAAS system that served as an enterprise ECM. Our goal was to take our existing intake engine and put it on steroids where inbound documents would go through an ai classification, auto index, and auto routing function.  The system would learn over time from a clients data set, and make document filing, indexing, a thing of the past.   We have completed these deliverables.  We are now working on bring the project into production.

RESULTS & FEEDBACK

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

We were able to take a multi page pdf with multiple different documents in it, and parse it out to the document level.  Classify, index, and route to appropriate S3 buckets.

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

Yes,  the team was very attentive, attended all meetings ( even I fell short here ) and delivered everything on time.  They were very responsive to my questions and concerns along the way.

What was your primary form of communication with Armakuni?

Virtual Meeting

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

What I fould most impressive is how the team is so cohesive.  From our project manager Pryanka to the developers and different folks that have been called in on the project have all been great.  Our meetings were set 8am PST, and there was never an issue of time, or latency in calls.  All very professional.

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

Cant think of any.

BACKGROUND

Please describe your company and position.

 I am the EVP or Technology of a software company 

Describe what your company does in a single sentence.

We’re transforming traditional visitor management experiences with integrated solutions that reduce risk, enhance workplace interactions, and adapt to the evolving needs of modern organizations.

OPPORTUNITY / CHALLENGE

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

• We partnered with Armakuni to implement an AI-powered solution using AWS Bedrock, requiring expertise in prompt engineering, model selection, and Python development.

SOLUTION

How did you find Armakuni?

Referral

Why did you select Armakuni over others?

• Pricing fit our budget
• Good value for cost
• Referred to me

How many teammates from Armakuni were assigned to this project?

2-5 Employees

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

We partnered with this development contractor to implement an AI-powered solution using AWS Bedrock, requiring expertise in prompt engineering, model selection, and Python development. The project involved building a sophisticated AI system and ensuring our internal team could maintain and expand it post-delivery.

RESULTS & FEEDBACK

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

Technical Expertise: Their deep knowledge of AI technologies, particularly AWS Bedrock and advanced prompt engineering techniques, was evident throughout the project. They stayed current with rapidly evolving AI tools and best practices.

Communication: The project managers and developers were remarkably thoughtful when working through technical questions with our team. Complex AI concepts were explained clearly, and no question was too basic or too advanced for thorough discussion.

Knowledge Transfer Excellence: They worked closely with our technical team to ensure complete codebase handover. The training sessions were comprehensive, and our team now feels confident maintaining and extending the solution independently.

Optimization Mindset: Every aspect of the solution was optimized for performance, cost-efficiency, and maintainability. This attention to detail has resulted in lower operational costs and better system performance.

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

The flexibility with scheduling was a game-changer for our distributed team. Working across multiple timezones can be challenging, but they consistently accommodated our team's varying schedules, including early morning and late evening calls when needed. This level of accommodation kept our project moving without delays.

Their project management skills were exceptional - they proactively ensured they always had the information needed to keep the project on schedule, demonstrating remarkable patience with our often unpredictable schedules. They consistently found ways to work around these constraints while maintaining momentum and meeting all deadlines.

What was your primary form of communication with Armakuni?

• Virtual Meeting
• Email or Messaging App

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

The depth of knowledge in emerging AI technology is truly impressive. They demonstrated exceptional expertise across the entire AI stack - from AWS Bedrock implementation to advanced prompt engineering techniques and strategic model selection. What sets them apart is their ability to stay current with rapidly evolving AI tools and best practices.

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

Honestly, it's difficult to find fault with their work. I was expecting that the timezone issue was going to be tough but their flexibility really put that worry to rest.

BACKGROUND

Please describe your company and position.

I am the CEO of Let's Talk Productions

Describe what your company does in a single sentence.

We help Independent Filmmakers and TV Show Producers reach new audiences.

OPPORTUNITY / CHALLENGE

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

• Create A Scalable Live Streaming Solution
• Save Development Time and Hours

SOLUTION

How did you find Armakuni?

Referral

Why did you select Armakuni over others?

• Pricing fit our budget
• Good value for cost
• Referred to me

How many teammates from Armakuni were assigned to this project?

6-10 Employees

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

My company was looking at developing an in-house solution for live streaming using AWS.  We are a small staff of 2 developers working on multiple internal projects.  We considered building a live stream platform in house but it would require time away from what we were already working on to build a scalable solution that would handle high volumes of traffic.  We also needed for this application to have the ability to grow with us as our needs and requirements grew.  We reached out to Armakuni for the development of the live streaming portal.  They worked with us from concept to creation.  They were very professional and communicated with us the entire time.  We are very pleased withe the outcome.  

RESULTS & FEEDBACK

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

1. Features and functionality matching the project specification.
2. Timeline to complet.
3. Successful UAT
4. Performance testing (in progress)

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

Armakuni was very flexible with accommodating my scheduling needs.  They were responsive and attentive to questions I had and addressed each concern I had whether it was design or functionality.  The project was completed faster than expected.

What was your primary form of communication with Armakuni?

• Virtual Meeting
• Email or Messaging App

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

Their communication and regular updates on the project.  I value that most in a vendor.

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

I was very impressed they handled the project.

BACKGROUND

Please describe your company and position.

I am the Product Manager of an advertising company 

Describe what your company does in a single sentence.

An experiential data and media company, empowering brands to connect with targeted audiences through data-driven insights, creative advertising, and curated experiences.

OPPORTUNITY / CHALLENGE

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

• Stable DevOps Infrastructure
• Automated CI/CD Pipelines

SOLUTION

How did you find Armakuni?

Referral

Why did you select Armakuni over others?

Referred to me

How many teammates from Armakuni were assigned to this project?

2-5 Employees

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

AWS Cloud Consulting & Services

RESULTS & FEEDBACK

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

Stable DevOps Infrastructure, Cost Optimization & CI/CD Pipelines.

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

The team is also super transparent with updates, work logs and estimations and makes managing the team a breeze. Armakuni has been instrumental in helping us achieve our business initiatives through the development of CI/CD pipelines, architecture enhancements, performance and cost optimizations, which ultimately increased team efficiency immensely over the past year. I highly recommend their services as Armakuni's work culture stands out above any team I’ve worked with in my career.

What was your primary form of communication with Armakuni?

• In-Person Meeting
• Virtual Meeting
• Email or Messaging App

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

Working with the Armakuni team over the last year has been a wonderful experience. Everyone there has a culture of honesty, reliability and dedication. You can see the Armakuni values shine consistently through each team member, as we don’t feel like just another client, they are a true part of our team. 

Any time we have had any issue they have always been there to resolve quickly and literally have never let us down. Additionally, the Armakuni team has provided both technical and product consulting on AI & automation initiatives keeping us ahead of the curve in terms of technology and optimal architecture. 

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

N/A

BACKGROUND

Please describe your company and position.

 I am the CTO of a software company 

Describe what your company does in a single sentence.

AI assisted data extraction

OPPORTUNITY / CHALLENGE

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

• Develop dynamic web application

SOLUTION

How did you find Armakuni?

• Online Search
• LinkedIn

Why did you select Armakuni over others?

• Good value for cost
• Found fit and savvy in Technical Discussions

How many teammates from Armakuni were assigned to this project?

2-5 Employees

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

We worked with Armakuni to develop our application. From the start, their team—Vidhi, Saddam, Aman, Harshit, and Hardi—was professional, responsive, and collaborative. They were proactive in understanding our requirements, managing blockers, and keeping communication clear throughout the project. Their structured approach made the development process smooth, and we were consistently informed about progress and next steps. Overall, Armakuni proved to be a reliable partner, delivering the project efficiently and effectively. We’re very satisfied with their work and would recommend them to others looking for a dedicated and communicative development team.

RESULTS & FEEDBACK

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

The delivered application is part of our production environment

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

The HR was very responsive. The team was managed by our side mostly by daily meetings with once in a while project workplan reviews.

What was your primary form of communication with Armakuni?

• Virtual Meeting
• Email or Messaging App

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

Armakuni's availability, ease of communication, cost-effectiveness, and technical skills were outstanding.

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

nothing comes to mind

BACKGROUND

Introduce your business and what you do there.

I’m the director of data and analytics for Scale AI, a marketing company that combines media, creativity, technology, and data to deliver business results. We offer agile and collaborative solutions instead of traditional agency services.

OPPORTUNITY / CHALLENGE

What challenge were you trying to address with Armakuni?

We wanted to upgrade our media mix modeling platform, create some new models, and improve the application overall.

SOLUTION

What was the scope of their involvement?

Armakuni has moved our architecture from AWS Lambda, API Gateway, and S3 to DocumentDB and Amplify. The team has also rewritten our model and built two new ones. Armakuni has moved us into the most up-to-date React.js frameworks.

The new models include upgrades from PyMC3 to PyMC5, simplified Docker files, better feature engineering, and DAG/Airflow integration. The team has reduced our codebase by 80%.

What is the team composition?

We work with five teammates from Armakuni.

How did you come to work with Armakuni?

We found them through our AWS account manager; he referred them to us. We chose Armakuni over other options because they had AWS certification and support.

What is the status of this engagement?

We started working with them in July 2024, and our engagement is ongoing.

RESULTS & FEEDBACK

What evidence can you share that demonstrates the impact of the engagement?

Our clients have become more loyal and use the models to make budgeting and media contribution decisions. We’ve delivered insights 90% faster and doubled our client base while working with Armakuni.

How did Armakuni perform from a project management standpoint?

Armakuni didn’t deliver on time at the start, but they have done so as they get more familiar with our system. We communicate via Slack and Google Meet.

What did you find most impressive about them?

Tejas, one of their data scientists, is great. He can do data engineering and data science and communicate well. Armakuni goes above and beyond to deliver and copes with mistakes instead of hiding them.

Are there any areas they could improve?

They originally assigned us too many resources that we didn’t need. One of the data scientists had to be taken off the project because she was too slow and did poor work.

BACKGROUND

Please describe your company and position.

I am an executive at Kalco Lighting Limited

Describe what your company does in a single sentence.

Manufacture and distribute decorative lighting fixtures 

OPPORTUNITY / CHALLENGE

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

• Provide software to investigate applicability of our product in a specific setting

SOLUTION

How did you find Armakuni?

Amamzon

Why did you select Armakuni over others?

Referred to me

How many teammates from Armakuni were assigned to this project?

2-5 Employees

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

Develop an online tool to view product in a setting using AR view

RESULTS & FEEDBACK

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

ease of use and conversion rate

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

Very efficient and dedicated teams with strong work ethic and strict adhrence to timelines upto this point

What was your primary form of communication with Armakuni?

Virtual Meeting

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

The team members are inquisitive and ask good questions so they can understand the customer needs and provide optimal solutions

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

We just started, and this review is for POC.  We hve a long way ahead and I am expecting that we will not find such areas.

BACKGROUND

Please describe your company and position.

I am the Engineering Manager of a public utility company 

Describe what your company does in a single sentence.

Public utility

OPPORTUNITY / CHALLENGE

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

• Implement LLM

SOLUTION

How did you find Armakuni?

Referral

Why did you select Armakuni over others?

Referred to me

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

Implement RAG pipeline

RESULTS & FEEDBACK

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

Improve operational efficiencency by reducing manual workload

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

On time, professional and easy to work with

What was your primary form of communication with Armakuni?

• Virtual Meeting
• Email or Messaging App

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

Armakuni demonstrated professionalism, flexibility, and a strong commitment to ensuring client satisfaction

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

Nothing I can think of 

BACKGROUND

Introduce your business and what you do there.

We're an IT services company. We’re a software platform for program management.

OPPORTUNITY / CHALLENGE

What challenge were you trying to address with Armakuni?

We needed help with web application front end design and back end development.

SOLUTION

What was the scope of their involvement?

Armakuni has been working on our front end UI/UX design, web development, and DevOps. The team has been taking design mockups and bringing them to life.

What is the team composition?

We have around 6 teammates from Armakuni working on the project.

How did you come to work with Armakuni?

We found Armakuni through a referral. We chose them because of their quality work, proven track record, and strong communication skills.

What is the status of this engagement?

We started working together in February 2025, and the engagement is ongoing.

RESULTS & FEEDBACK

What evidence can you share that demonstrates the impact of the engagement?

Armakuni has delivered a functioning web application for user testing. The application works well with no bugs, satisfies the requirements, is easy to use, produces useful results, and has helpful tools.

How did Armakuni perform from a project management standpoint?

Armakuni has organized and effective project management that delivers on time and responds well to our needs. The team provides excellent communication, with timely responses, a collaborative approach, and frequent updates. 

What did you find most impressive about them?

We’ve been impressed with Armakuni’s proactive feedback and collaboration. They’re a delightful team to work with.

Are there any areas they could improve?

No, there’s nothing they can improve on.