Senior engineers, AI-leveraged, async-first. We scope, build, eval, and ship the AI surface end-to-end — chatbots, agents, RAG, copilots, fine-tuned models.
One pod. One team. Monthly retainer.
We turned 40-page research reports into chatbots prospects actually talk to. Every conversation now becomes a qualified lead in our CRM.
A B2B competitive-intel consultancy
United States · GenAI product
Hiring cycles dropped 40%. Managers stopped going on gut feeling and started looking at the numbers — because the numbers finally existed.
A US employee-experience SaaS
United States · HR Tech
Our energy bills dropped 30%. Sensor data finally became actionable insights instead of yet another dashboard nobody opened.
An industrial IoT vendor
India · Energy intelligence SaaS
Faster invoicing (logistics)
Energy cost reduction (industrial)
Faster hiring decisions (HR tech)
Daily AI conversations (consultancy)
One offer, sold cleanly. A small AI-leveraged team that ships your GenAI roadmap end-to-end. No timesheets. No scope haggling. No junior hand-offs.
2–3 mid-level engineers on your account, with a senior tech lead on architecture, hard problems, and code review.
Eval, guardrails, infra, deploy, monitoring. Chatbots, agents, RAG, copilots, fine-tuning, edge — all under one umbrella.
Daily async updates in your Slack, working software at the end of every sprint, no surprise reveals.
Monthly retainer, no hour tracking, no scope haggling. Engagements start with a 1-week paid discovery sprint.
Each is a full discipline — architecture, evals, cost modeling, guardrails, monitoring. We've shipped all six in production.
Your support handles 10K+ queries daily without adding staff. Customers get instant answers 24/7.
Your team reclaims 10+ hours weekly. Routine tasks complete overnight while you sleep.
Your knowledge base answers accurately with sources. No hallucinations, no made-up facts.
Your team's productivity multiplies. Repetitive work automates while humans focus on strategy.
Your AI speaks your industry's language. Get accuracy that generic models can't match.
Zero latency, complete privacy. Your data never leaves your infrastructure.
Most options in this market are either cheap-and-fast (offshore body shops) or expensive-and-slow (US consultancies). We're senior, fast, priced right, and built to last.
No rotating juniors learning on your time. The same hands that scope your project ship it. Senior tech lead on every code review, every architecture call.
Claude is in our workflow, not bolted on for marketing. Five senior engineers + AI ship what fifteen humans used to. The leverage shows up in the timeline and the bill.
No 9am-EST mandatory standups. Friday demos, Slack daily updates, deep work the rest of the week. We work this way because it's how senior people stay senior.
B2B SaaS is our home base — but we've shipped production GenAI across seven other industries too.
Software running real businesses. Logging trips, raising invoices, tracking livestock, qualifying leads — today.
Our billing errors dropped to near-zero and invoicing is 60% faster. The system completely transformed our operations.
A road freight operator
Coimbatore · Logistics & Billing Platform
The frameworks, calculators, and write-ups we actually use with clients. Free to read; bring us the brief if you want them applied to your project.
Practitioner guides + fillable templates: RAG vs fine-tuning, chatbot RFPs, eval starter kits, project scoping worksheets.
Browse resourcesInteractive calculators and recommenders. Cost models, RAG-vs-fine-tuning scoring, chatbot readiness checks, build-vs-buy.
Open toolsLong-form writeups of real production GenAI systems we've shipped — architecture, decisions, what we'd do differently.
Read case studiesBring us the brief. We'll come back with a scoped plan, an eval strategy, and a realistic cost model. No slideware, no sales theatre.
Typically respond within 24 hours · Engagements start with a 1-week paid discovery sprint