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One request.A mesh of agents.

We don't hand you a bot off a shelf and wish you luck. We build the system that takes the job, breaks it down, sends each piece to the right agent, and gets you the answer. It runs inside the tools you already use, and it's live in weeks.

What it does

Not a demo. Real work, off your plate.

Each agent does a job a person would otherwise do by hand. Here is what they take on.

Answers around the clock

WhatsApp, web chat, and email, in three languages. No queue, no hold music, no waiting until Monday.

Qualifies and books

It reads intent, scores the lead, and drops the meeting straight onto your calendar with the notes attached.

Reads your documents

Invoices, contracts, and forms get parsed, checked, and filed where they belong. Sophia handles 37 document types this way.

Runs the back office

It reconciles records, updates the CRM, and chases the follow-up you would have forgotten by Thursday.

Hands off cleanly

When it is not sure, a person takes over with the full thread, the customer history, and the decision so far.

Works in your tools

It lives inside the stack you already run. No new tab to babysit, no migration project, no retraining your team.

The method

Watch it route.

One request enters. The mesh splits it, moves each piece to the right agent, brings the results back together, and pulls in a person when it should.

mesh · live

A request comes in and gets split into the smaller tasks that actually answer it.

Where it plugs in

It runs inside the tools you already use.

No second dashboard, no migration project. The agent reads and acts where your work already happens.

WhatsApp
Gmail / Outlook
Slack
HubSpot
Salesforce
Google Calendar
Stripe
Notion
Your own API
How it works with us

From the first call to live traffic.

01

We map the job

We sit with the actual request, the tools it touches, and the edge cases that break a naive bot. That map is the spec.

02

We build and wire it in

We build the mesh, the handoffs, and the guardrails, then connect it to the systems you already run. You watch it route before it ships.

03

It goes live in weeks

The first version ships in weeks, not quarters. Then we keep tuning it against real traffic so it gets sharper, not stale.

Questions buyers ask

The honest answers.

Put the mesh to work.