Case Studies
Production deployments, with the numbers.
Each of these is live, used daily, and shipped end-to-end — discovery call to production to iteration.
Legal LLM — On-Premise Multi-Tenant RAG
Multinational Law Firm
Privacy-first legal AI on the client's own 4× RTX 5090 cluster (1TB NVMe). Attorneys tag the AI in WhatsApp for citation-grounded answers; it's wired into a locally-hosted Frappe ERP so it can take operational actions. Per-company data isolation across 6–8 tenants, with zero cross-tenant leakage. A 340-case golden-set eval gates every deploy.
RAGChromaDBHybrid SearchCross-encoder RerankingWhatsApp APIFrappe ERPOn-Premise
15–30hSaved / week / attorney
+50%Case capacity
71→89%Citation precision
~2–3%Hallucination rate
OpenSalesAI — LangGraph Multi-Agent Sales Platform
FMCG / CPG Distributor
A LangGraph StateGraph supervisor detects intent and routes to 5 specialist agents — order, coaching, analytics, collection, promotion — over a Qdrant + LangChain RAG pipeline with a 3-tier LLM fallback chain. TypeScript dashboard + Python FastAPI service, streaming responses, per-agent context budgeting. Deployed across 50–500 retail outlets.
LangGraphMulti-AgentQdrantFastAPIPydanticStreamingMLflow
5Specialist agents
3-tierLLM fallback chain
50–500Retail outlets
MyKiranaBuddy — B2B Wholesale Commerce
Retail / FMCG
B2B wholesale commerce platform with a field sales app, route optimization, and Frappe ERP integration. I owned the full revenue engine — acquisition, conversion, retention, analytics — growing it to 5,000+ users at ₹50L revenue with 70–80% month-over-month growth.
FlutterFrappe ERPRoute OptimizationField Sales App
5,000+Users
₹50LRevenue built
-40%Logistics cost
+60%Upsell lift
Finance Client — Voice AI Onboarding & Fraud Prevention
Financial Services
Voice-to-voice onboarding with GPS scoring for Tier 3–4 users. A Grok API voice-auditing agent calls customers post-onboarding with 2-factor auth to verify leads. Cut fake profiles and scaled loan disbursement 3×.
Voice-to-VoiceGrok APIGPS Scoring2FA
2–3 minOnboarding (was 15–20)
-80%Fraud
3×Loan volume
Garment Manufacturing — Full AI Digital Transformation
Clothing Manufacturer
Complete digital transformation for a non-tech company: WhatsApp + in-app AI chatbot, 11Labs voice agent, open-source Frappe ERP with a natural-language AI assistant, and a Claude Code-powered staff training system. Added a Gemini transcription layer that cut Indian-language voice errors dramatically.
Frappe ERP11Labs VoiceClaude CodeMulti-Language
30–40% → 2–3%Transcription error rate
ReVideoz — Social Media Intelligence
Marketing Agency
Multi-platform scraping, transcription, and psychological content analysis across Instagram, X, TikTok, YouTube, Reddit, Facebook. A parallel scraping engine runs 8–13 concurrent agents with multi-provider key rotation, plus multimodal Gemini analysis and a content-recreation pipeline.
Gemini APIParallel AgentsApifyHiggsfield/Kling
95%Content similarity
8–13Parallel agents
6Platforms