Case studies
The work.
Production AI agents that shipped, the problems they solved, and the numbers behind them. Client details are anonymized only where required by NDA or DPDP obligations.
How an Indian Apparel Brand Cut WhatsApp Response Time from 4 Hours to 11 Seconds
A 12-person fashion D2C brand was losing confirmed orders because their WhatsApp queue ran hours behind. We built a WhatsApp business automation agent that handles order tracking, returns, and stock queries in Hindi and English, cutting first response time from 4 hours to 11 seconds.
An 8-Person Engineering Team Shipped 3.1x More Features After a 2-Week Agentic Coding Setup
A startup engineering team shipped features inconsistently, with sprint velocity that swung more than 3× between good weeks and bad ones. After two weeks of CLAUDE.md configuration and agentic coding setup, output stabilized and tripled.
A Fintech's Internal Data Platform Became an AI-Queryable System in 3 Weeks
The data team spent 40% of their time answering ad-hoc questions from other departments. We built an MCP server that exposes their curated metrics to Claude, letting non-technical staff query the platform directly in plain English.
Replacing a 4-Person SDR Team with a $200/mo Agent Stack
A B2B SaaS founder stopped hiring outbound sales reps, built an AI SDR stack instead, and outpaced the prior quarter's pipeline at 8% of the previous cost.
A Dental Clinic Chain Replaced Their Receptionist IVR: And Booked 40% More Appointments
A dental clinic chain replaced a 9-option IVR that had a 62% hang-up rate with a voice AI agent that handles Hindi, Gujarati, and Marathi, completes bookings in 87 seconds, and lifted monthly appointments by 40%.
How a US SaaS Cut Customer Onboarding from 4 Days to 2 Hours
A multi-agent system replaced a 12-touchpoint manual onboarding flow, cutting time-to-first-value by 48 times and reclaiming three CSM headcount-weeks per month.
Building a Voice AI That Handles 80% of Inbound Support
A D2C brand resolved 80% of inbound support calls with a voice AI agent that callers prefer to the previous IVR, processes returns in 90 seconds, and saved $31K per month in call center costs.
A CA Firm That Handles 140 SMB Clients Automated 60% of Monthly Reconciliation Work
An Indian CA firm was spending 12 days every month on reconciliation and GST prep for 140 clients. After we built a Tally, Razorpay, and GSTN automation stack, that window dropped to under 4 days.
A Media Company Went from 1 Newsletter Per Week to 5, With a Smaller Content Team
A B2B media company expanded from one weekly newsletter to five vertical publications without adding headcount. A multi-agent pipeline handles research, drafting, and publishing, leaving writers to apply the editorial judgment that only they can provide.
A 6-Attorney Firm Cuts Contract Review Time by 70% Using RAG Over Their Own Precedent Library
A commercial law firm had 14 years of contract precedents sitting in Google Drive with no practical way to search them. We built a RAG customer support-style retrieval system that lets attorneys query their own precedent library in plain English, with every answer citing the exact source document.
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