03 · Built for your business
For any repetitive process
Project-based
Most businesses do not need AI. They need one job done every day without fail.
I build the agent for that job — the one your team does manually, at volume, and resents. Then I make it hold up in production.
Trigger
A WhatsApp message, a form submission, a new row, a scheduled time.
Understand
Read the request in whatever language and format it actually arrived in.
Act
Look things up, write records, call the tools you already pay for.
Checkpoint · human
Anything ambiguous or expensive stops here and waits for a person.
Deliver
Into your CRM, your sheet, your inbox — wherever the work already lives.
At a glance
- Engagement
- Project-based
- Starts with
- A 20-minute scoping call
- Typical first build
- 2–4 weeks
- You own
- The system and its data
The problem
The gap is never the model. It's everything around it.
Getting a language model to produce something impressive takes an afternoon. Getting a system that runs unattended for six months — that handles the customer who types in three languages, the tool that rate-limits at the worst moment, the edge case nobody described in the brief — is a different job entirely.
That second job is the one worth paying for, and it is the one I do. Both products on this site started as a specific business problem and were built until they held.
How it works
The repetitive part of your operation, handed to something that does not get tired.
- 01
We find the one process
A short call to identify the task that is high-volume, rules-shaped, and currently eating hours. Not a strategy deck — one process.
- 02
I scope it honestly
What can be automated fully, what can be automated with a human checkpoint, and what should stay manual. You get told which parts are not worth it.
- 03
Build and connect
The agent gets built against your real tools — WhatsApp, email, your CRM, your sheets, your site — and tested against your real messy inputs.
- 04
Hand over and support
You get something you can run, with the failure modes documented and a person to call when reality does something new.
What you get
Everything it does
Customer-facing conversation agents
Support, qualification, booking, and ordering — on WhatsApp, web chat, or wherever your customers already are.
Lead research and enrichment
Pipelines that find prospects, verify contact details, and score them before anyone on your team opens a tab.
Internal tooling
The dashboard, extension, or script that removes a recurring manual step from your week.
Integration work
Getting the systems you already pay for to hand data to each other reliably.
Get started
Bring the process, not the spec.
You do not need to know how it should be built. You need to know which twenty hours a month you want back.