Avahi

BACKGROUND

Please describe your company and position.

 I am the CEO of an information technology company 

Describe what your company does in a single sentence.

Business Intelligence for Real Estate Brokers

OPPORTUNITY / CHALLENGE

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

• Propensity scoring

SOLUTION

How did you find Avahi?

Referral

Why did you select Avahi over others?

• Pricing fit our budget
• Referred to me

How many teammates from Avahi were assigned to this project?

2-5 Employees

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

The engagement focused on the development of a GenAI-powered proof of concept involving data enrichment, scoring workflows, API integration, and cloud-based AI infrastructure. The scope included the design and implementation of backend scoring pipelines, integration with external data sources, AI-powered explainability workflows, and a functional frontend/dashboard interface. Key deliverables included a working scoring and enrichment pipeline, API endpoints, AI explanation workflows, supporting documentation, and technical handover materials to support future internal development and expansion.

RESULTS & FEEDBACK

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

The project successfully delivered a functional GenAI proof of concept within the planned engagement period, including working data enrichment pipelines, deterministic scoring workflows, API-based outputs, and AI-powered explanation capabilities. Additional outcomes included the establishment of a reusable technical foundation for future AI initiatives, improved internal understanding of scoring and enrichment workflows, and the successful integration of multiple external data sources into a unified processing pipeline.

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

The Avahi team was responsive, collaborative, and supportive throughout the engagement. They communicated regularly with our team, adapted to evolving technical requirements, and were proactive in working through implementation and architecture discussions. Overall, the team demonstrated strong technical execution and maintained a professional and solutions-oriented approach throughout the project. While some handover and transition items required additional coordination toward the end of the engagement, the team remained responsive and supportive in helping us work toward project closure.

What was your primary form of communication with Avahi?

Virtual Meeting

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

What stood out most was the team’s speed of delivery and willingness to iterate quickly. They were able to move from initial discussions to a working GenAI proof of concept within a relatively short timeframe, while remaining collaborative and responsive throughout the process.

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

One area that could be improved is the transition and handover process toward the end of the engagement. Additional alignment earlier around final documentation, repository handoff, and project closure expectations would have helped streamline the final stages of the project.

BACKGROUND

Please describe your company and position.

I am the Founder of an HR coaching company.

Describe what your company does in a single sentence.

We're a leadership coaching and workforce development training company focused on helping organizations strengthen belonging, resilience, and performance—while giving leaders and teams the tools they need to thrive in today’s workplace.

OPPORTUNITY / CHALLENGE

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

• Ai Agent Development
• AWS Integration

SOLUTION

How did you find Avahi?

• Referral
• Other

Why did you select Avahi over others?

• Referred to me
• AWS Partner Recommendation/Program

How many teammates from Avahi were assigned to this project?

2-5 Employees

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

Three completely different client environments, a government accelerator program, a public utility, and a global tech company, each with a different agent persona, tone, and coaching focus, all running on the same core pipeline.

RESULTS & FEEDBACK

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

We came to Avahi with a complex ask: a multi-tenant AI coaching platform where each client's agent would have a distinct personality, knowledge base, and coaching focus, all dynamically configured at login based on the company's domain. Finding a technical partner who could understand the human-centered mission behind the platform AND execute it with serious AWS infrastructure expertise is rare. Avahi delivered both.

Within a three-week engagement, they architected and built a working proof-of-concept using Amazon Bedrock and Anthropic Claude 3 Sonnet, with a RAG pipeline built on Amazon OpenSearch that allows each tenant's AI agent to pull from its own distinct knowledge base.

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

On time, above expectations, and also was accomodating for additional modification requests. 

What was your primary form of communication with Avahi?

Virtual Meeting

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

Avahi understood my company's needs, goals, and objectives, had prior experience with our request, made suggestions, and even translated desires into optimized project elements. They were highly recommended through an Ai-Tech Founder community and I was looking specifically for an AWS partner.

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

For founders and early-stage startups, the onboarding and technical setup process can feel fast-moving. A lightweight orientation session at the start of the engagement to walk non-technical clients through the AWS environment setup would be a valuable addition to their process. Avahi's expertise is clear, and bridging that gap for clients who are building their technical infrastructure for the first time would make an already strong experience even smoother.