We build AI workflows next to your team.

The engineers who map your workflow are the ones who build it.

What is forward deployed AI engineering?

Forward deployed AI engineering means our engineers work alongside your team, inside your real workflow and software. We use existing models like Claude and GPT and wire them into the tools you already run.

Together we decide which steps AI drafts and which a person approves, and while we run the workflow after launch, we fix what breaks when your tools change.

How a Sastre project works

  1. 1

    Working session

    In a free session of about an hour, we watch real cases with your team and note every spot where someone copies, chases or retypes.

    Workflow notesShortlist of what to build
  2. 2

    Workflow map

    We draw the system first, with each step, each platform and where your team signs off, and the map’s fixed fee is credited to your build.

    System mapAccess listFixed quote
  3. 3

    Build in your stack

    We build inside your platforms and test on past cases until it matches your best person.

    Connected systemTest results
  4. 4

    Launch with review

    AI drafts and your team signs off until you choose which steps run on their own.

    Approvals by emailTeam trainingAction log
  5. 5

    Run and improve

    We check it weekly, fix what drifts and add the next workflow when you’re ready.

    Monthly reportOngoing fixes

What you can count on

Your software stays

We build on the software you already pay for, so your team keeps working in the systems it knows. Each workflow gets only the access it needs, and your data stays out of model training.

People approve what matters

Anything that reaches a customer or moves money waits for a person, who approves or sends it back by email, and you get a monthly report on what ran.

Every action is logged

Every read, every write and the reason behind it is on record.

You own the work

Everything is documented, so anyone you choose can maintain it.

A few things teams ask us to build

Call and meeting follow through

We update notes, tasks and records after every call or meeting.

Intake and triage

We read, sort and route each request to the right person.

Document review

We check contracts, invoices and forms against your rules and flag anything that needs a person.

Reporting

We draft client, owner and team reports from live data for your team to review.

Assistants for your team

Your team gets answers drawn from your own policies, records and history.

Connections to AI assistants

We connect your platforms to assistants like Claude, so they can deliver finished work where your team needs it.

Start with one working session.

We spend about an hour with your team on one workflow, and you leave with notes on how it runs and a shortlist of what to build first.

Book a working session