AI Deployment

Get your team's week back — without risking a single client record.

We don't open with a lecture about AI. We start by watching how your team actually works, find the busywork AI can safely take off their plate, and show you honestly where you stand and how far you could go. Your team gets the hours back to take on more clients. Your regulated data never goes anywhere it shouldn't.

Built by a Staff ML engineer who has shipped custom AI in production at Fortune 500 scale.

We start with your operation, not a slideshow.

  • Watch how you work

    We sit with your real workflows and find where the hours actually go — the repetitive drafting, summarizing, lookups, and review that eat your team's week.

  • Put AI only where it helps

    No generic tool tour. AI goes exactly where it earns its place in your work, and nowhere it doesn't.

  • Show you where you stand

    An honest picture of how deep your AI use is today and how much further it can safely go — so you decide with the full map, not a sales pitch.

The hard part is knowing what you can actually use.

  • Model

    Which model actually does the job, and which is hype. We've shipped real ones in production — we know what fails before you pay for it.

  • Chip & hardware

    Cloud, on-prem, or fully local, on what silicon. This is a technical call about where your data can live — not a checkbox.

  • Policy

    What your data and obligations actually permit. Most regulated work has a compliant path; the skill is finding it without over-restricting and killing the project.

Generic shops either expose your data or ban AI and leave you behind. Getting this right is the whole job.

The right tier — chosen from what we saw, not sold off a menu.

  • Compliant cloud

    Zero-retention enterprise AI, configured and documented correctly. Most regulated work is allowed here — and this is where most businesses land.

  • Hybrid

    When a workflow straddles the line, the sensitive elements are stripped on your side before anything reaches the cloud.

  • Fully local

    For the minority with air-gap or data-sovereignty mandates: everything runs on hardware you control.

What a fixed-price engagement delivers

  • Week one: the diagnosis

    Which privacy tier your data and obligations actually require. It's the observation step, not a separate purchase — the first week of the build.

  • The working setup

    The actual system, built end-to-end: the integration, framework, database, backend, frontend, access controls, and monitoring, running on your real workflows. Built by the engineer, not prescribed and handed off.

  • Documentation for your auditor

    What runs where, what leaves your control, and why — written to be handed to the person who asks.

We deliver compliance literacy and documentation — not legal sign-off. Whether the setup is approved is your counsel's and auditor's call; our job is to hand them something they can evaluate.

Blocked on work you can't safely put in ChatGPT?

Tell us what's blocked and what kind of data it is. If we're not the right fit, we'll say so.

Email contact@unmapped.dev →