How we work.

Three steps, each one useful on its own.

1

Safety audit

2 weeks

What happens
A senior engineer reviews your detection stack, vendors, review operations, policies, costs and compliance gaps. We read the code and the configs, not just the slide deck.
What you get
A written report with risks ranked by severity and likelihood, a prioritized roadmap with effort and cost estimates, quick wins your team can ship in under two weeks, and a 60 minute walkthrough.
Who is involved
One senior engineer from us. One point of contact from you, about 2 hours per week.
What it costs
From $4,500, fixed.

2

Build sprint

90 days

What happens
We build the systems the audit points to, in your cloud and your repositories. Most sprints ship one or two production systems: a moderation cascade, a policy judge, a takedown workflow, an eval harness or cost tracking.
What you get
Systems in production, measured for accuracy, speed and cost per decision, with documentation and runbooks your team can own.
Who is involved
Two to three engineers from us. Your engineering lead, your T&S lead and whoever will own the system after.
What it costs
Quoted after the audit. The audit fee is credited if you start within 60 days.

3

Managed watch

Monthly

What happens
We monitor, evaluate and tune what we built. Monthly eval runs against your golden sets, model and prompt updates, threshold tuning and cost reviews.
What you get
A monthly report on accuracy, time to action and cost per decision, plus on call support for incidents in the systems we built.
Who is involved
A named engineer from us who knows your system.
What it costs
From $3,000 per month.

How we work with your team

  • Weekly demo

    Working software every week, not status slides.

  • Shared Slack channel

    Questions answered the same day by the engineers doing the work.

  • Code in your repos

    Everything we write lives in your repositories and your cloud from day one.

  • Docs and runbooks

    Part of every delivery, written for the people who will run it.

  • No lock-in

    You can run it yourself, keep us on watch, or bring in someone else.

What we will not do

We do not replace your policy team, we do not make legal determinations, and we do not keep copies of your data.

Book a safety audit.

Two weeks, a clear roadmap, and no obligation to build with us after.

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