A Person Starts Your Work. A Person Hands It Back.

In between, AI does the legwork — under my direction, and never in front of your customers. It's the same rule I'll give you in your audit.

Watch One Task Run

One real job, start to finish — assembled from the actual run logs with the client's details changed. The rejection is real; it is the part worth showing.

Task #482: Build a WhatsApp AI quote agent

Shyam · briefs the work

“Talked to the client this morning: quote requests sit for 2 days before anyone replies — they lose deals. We’re building an AI quote agent on their WhatsApp. Plan it.”

Planning · breaks down the brief

Breaking it down: research the pricing logic, map their systems, then build. Research goes first.

Research · investigates

Quotes come from a price sheet plus 3 rules in the owner’s head. Got the rules written down. CRM has an API, price sheet lives in Google Sheets.

Integration · connects the systems

WhatsApp Business API connected. CRM and price sheet wired in, read-only. Data’s flowing — ready to build on top.

Engineering · builds the agent

Quote agent v1: answers in seconds, drafts from the live price sheet, logs every conversation to CRM. Sending for review.

Code review · rejects v1Rejected

Rejected. Asked it for a bulk discount — it invented one. Ground every price in the sheet, refuse what it can’t verify. Redo it.

Engineering · revises

v2: prices locked to the sheet, unverifiable requests hand off to a human with full context.

QA · tries to break it

v2 cleared review. Tried 60 ways to get a fake price: haggling, typos, mixed languages, prompt tricks. 0 hallucinated quotes. Handoff fired every time.

Rollout · preps the handover

Owner’s cheat-sheet written, 20-min training deck ready, escalation flow documented for their team.

Shyam · checks it himself, then signs

“Sent 5 real quote requests myself — every price traced to the sheet, CRM logged all 5. Approved. I’ll walk the client through it today. Going live.”

✓ Task complete — approved by Shyam, deployed

The Division of Work

Seven Roles, One Signature

Seven AI agents run under fixed roles and restricted tool access: planning, research, integration, engineering, code review, QA, and rollout. Each produces one artifact — a research brief, a pull request, a test report, an onboarding kit — and every artifact passes to me before anything reaches you.

They have no client contact, no send authority, and no ability to release anything. They don't have names, because they aren't people, and a tool wearing a person's face is exactly what we tell clients not to build.

What you get from it is pace: research, build, review and test running in parallel on one job, which is why a two-week piece of work lands in days. What you don't get is a machine answering your email.

What We Build

AI agents & chatbots

Customer-facing agents that answer, quote, and book — on your website and WhatsApp

AI integrations

Frontier AI wired into the systems you already run — CRM, ERP, helpdesk, spreadsheets

Workflow automation

The repetitive back-office work — quoting, follow-ups, data entry — handled automatically

Adoption, not just delivery

Training and rollout for your team, so the AI actually gets used

Human accountability

Nothing ships without Shyam’s sign-off

Frontier models only

We run the top-tier commercial models on official infrastructure — never self-hosted knockoffs, never a cheaper model swapped in behind your back

Your data stays US/EU

Hosting, databases, and AI processing all pinned to US or EU regions. Nothing routed through gray-market providers

You always get a person

One inbox, one number, and a reply within one business day — Shyam’s. If he’s away you hear about it before it matters, not after

Want This Pointed at Your Business?

Start with the free AI audit — about fifteen questions, Shyam reads every one himself.

GET YOUR FREE AI AUDIT