AI Transformation Consultancy
End-to-end AI transformation for operations-heavy Indian businesses. From strategy to deployed agentic systems.
400K+
Users impacted
3
Live AI systems
142
Days avg. delivery
What we do
01
Know exactly where to start.
We audit your business, map the highest-ROI AI use cases, and hand you a 90-day action plan — not a 200-slide deck. Includes data readiness assessment, governance requirements, and a clear build-or-buy recommendation for each use case.
02
Agents that survive the real world.
We build AI agents that don't just demo well — they survive production. From rapid proof-of-concept to hardened, scalable systems with evaluation pipelines, observability, and monitoring baked in from sprint one. Built with Agno, LangChain, LangGraph, CrewAI, or custom orchestration — whatever fits your use case.
03
Safe before smart.
We design and implement guardrails that prevent hallucinations, data leaks, and prompt injection. Role-based access controls so your AI only sees what it should. Governance frameworks that satisfy RBI, SEBI, DPDP Act, and your internal compliance team.
04
AI that fits into how you already work.
AI that lives in a silo is AI that nobody uses. We plug your systems into the tools your team already relies on — SAP, Salesforce, Zoho, internal ERPs, legacy databases — via APIs, webhooks, and middleware. Deployed on AWS, GCP, Azure, or on-premise. Your stack, your rules.
We integrate with the APIs that power India's logistics and identity stack — so your systems work where your business runs.
How we work
01
Audit your ops, data, and existing stack. Map automation opportunities and define what success actually looks like in your context.
02
Architecture, roadmap, milestones. We design systems for your infrastructure — not a SaaS dependency that disappears in 18 months.
03
Ship production-grade code. FastAPI backends, agent systems, data pipelines, analytics layers. Real software, not slide decks.
04
Your team takes ownership. Compiled executables, full documentation, and ongoing support. We succeed when you're self-sufficient.
Work
Logistics · Trucking
Replaced manual, WhatsApp-driven load assignment with a real-time matching engine using FASTag location data, Vahan vehicle verification, and Sarathi driver compliance — serving 400,000+ users across India.
Match latency
Truckers profiled
Live system
Logistics · Analytics
Built a dbt + Metabase analytics stack on top of a live 230-table SQL Server database, enabling ops managers to monitor fleet performance, load fill rates, and route profitability without writing a single query.
Tables modelled
SQL knowledge req'd
Live system
Tools & Technology
Agno
Claude
OpenAI
Gemini
LangSmith
LangGraph
CrewAI
GCP
AWS
Azure
Cloudflare
Docker
dbt
Metabase
SQL Server
Redis
PostgreSQL
FastAPI
Python
Next.js
PostHogInsights
Field note · 5 min read
Your agent crushes the demo. The CTO nods approvingly. Everyone agrees this is the future.
Field note · 6 min read
Your RAG system just answered an intern's question using the board's confidential M&A documents.
Field note · 6 min read
Your AI agent just approved a ₹50 lakh purchase order. A week later, someone asks why. You open the logs and find a timestamp, a model name, and the word "approved."
Ready to turn operations into intelligent systems? Let's talk strategy, architecture, and what we can ship together.