Custom AI Systems

Custom AI Systems & Development

When off-the-shelf tools can’t do the job, we build production AI systems — custom agents, integrations, and private on-device deployments — built by an AI scientist with systems running in healthcare and enterprise environments. Scoped per project with a fixed quote, and you own everything we build. Not every business needs this, and we’ll tell you honestly if you don’t.

Scope a Custom Build
What We Build

Production AI, Scoped To You

01
Custom AI Agents

Agents that do real work in your business — triage, drafting, matching, research — wired into your systems.

02
Integrations

AI connected to the software you already run: your CRM, docs, inbox, and internal tools.

03
Private Deployments

On-device and private-cloud models for when data can’t leave your walls — HIPAA, legal, and sensitive work.

04
You Own It

Fixed quotes, scoped per project. You own everything we build, code and all.

Straight Talk

Only If You Actually Need It

Custom development is the last rung of the ladder, not the first. Most businesses get where they’re going with the right off-the-shelf tools, set up and governed well — that’s what the Audit and the retainer are for. We only recommend custom AI agent development when it’s the honest answer, and we quote it as fixed-scope project work so you always know the cost up front.

FAQ

Questions, Answered

Does every business need custom AI?

No, and we’ll tell you if you don’t. Most businesses get further with off-the-shelf tools set up well. Custom work is for when those tools genuinely can’t do the job.

How is custom work priced?

Scoped per project with a fixed quote, so you know the cost before we start. There’s no open-ended hourly billing.

Who owns the code and the models?

You do. Everything we build is yours — the code, the configuration, and any models we train or fine-tune for you.

Can you build something that keeps our data private?

Yes. For HIPAA, legal, and other sensitive work we build private and on-device deployments so your data never has to leave your environment.

What’s the founder’s background?

SafeLab’s founder, Dailin Hu, is an AI scientist with production systems running in healthcare and enterprise environments, and previously a senior AI scientist at Blizzard.

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Start With A Free Conversation

A 30-minute discovery call, no pitch. Tell us how your business runs and we'll tell you honestly whether this is the right fit.

Book a Discovery Call