The Mission
We are the AI first lab for all industries. We build focused, high-impact AI solutions that modernize operations.
The metric
Weeks, not Quarters.
Average time to value for our interventions.
WE SOLVE EXPENSIVE PROBLEMS.
Intervention vs Implementation
Most agencies sell 18-month transformations. We sell surgical strikes on operational bottlenecks.
Builder Speed
Direct access to engineers. No middlemen, no translation layers, just code that works.
Context Aware
We map your messy, complex reality before we write a single line of code.
Embedded R&D.
We don't act like a vendor. We plug in as your sovereign AI division, seamlessly integrated with your leadership, regardless of borders.
Product DNA.
We bring the rigour of scaled tech companies to your custom problems.
- Usability First
- Scale Ready
- Outcome Driven
HOW
WE WORK.
Deep Discovery.
We spend days shadowing your teams and interviewing business leaders to find the one friction point costing you the most revenue or time.
Focused Solution.
Pitch a focused AI-led solution tailored to the specific operational bottleneck. No generic platforms.
Lightweight MVP.
Build a lightweight MVP in weeks, not months, to validate the approach with real users.
Iterate & Scale.
Iterate based on real usage and outcomes. Scale only what works. Discard what doesn't.
BUILDERS
FIRST.
We are a team of long-time friends and collaborators who began our journey at IIT Madras. Our partnership is fueled by a shared obsession with solving problems through rapid, high-impact iteration.
Srini
AI & EngineeringAI engineer with a pedigree from JP Morgan & Chase and Goldman Sachs. Specializes in building mission-critical, high-scale AI systems where precision and reliability are non-negotiable.
Anuj
ProductEx-Product Manager at Flipkart, spent 3.5 years scaling products for millions of users. Expertise ranges from advertiser experiences to driving massive growth loops. Excels at turning complex problems into seamless user journeys.
Selected Works

Mili
Voice AgentProactive AI voice agent for elderly parents, converting health support and engagement into regular regular phone conversations.

Daadi
Social ImpactEmotional companion AI for the elderly to combat loneliness through daily storytelling and check-ins.

CoursePal
6000+ UsersCourse selection optimization engine transforming subjective student feedback into structured insights.

Swalpa
900+ UsersContext-aware language learning tool focusing on practical conversational survival in Bangalore.

Digipin
UtilityPrecision location sharing protocol for environments where traditional addresses fail.

Instaprompt
ProductivityCross-LLM prompt engineering and execution environment for high-frequency AI users.