Signal, not noise
Stop drowning in AI news. Get the one call that actually matters.
We don't repost the firehose. We read every verified AI change and publish one opinionated verdict per signal — a judgment call from people working at the front line, not a recycled headline.
The feed
Opinionated calls, not news.
Every verified AI change gets one verdict — Adopt, Pilot, Monitor, or Avoid — and we show our work.
First-pass answers from your messy document store are now reliable enough to put in front of staff.
Back-office agents can now carry a bounded task end to end
Inbound support calls can now be handled by a voice most callers won't clock as synthetic
How a signal works
From release to decision, in four steps.
- 01
What changed
We start from a verified release or capability — not a rumor or a vendor deck.
- 02
Which workflows it touches
We name the specific jobs it now makes practical — and the ones it still doesn't.
- 03
What must be true to adopt safely
Five binary gates: permissioned data, a named exception owner, a measurable baseline, a real integration, and acceptable terms.
- 04
What to do about it
One verdict — Adopt, Pilot, Monitor, or Avoid — with the reasoning, and a log every time it moves.
Get the next call before your competitors do.
New signals land in your inbox the moment a verdict moves. No cadence, no filler — just the calls worth acting on. Free to read.
Solutions
When you're ready to act.
For small businesses that hold regulated or sensitive data — financial records, client PII — without an in-house AI or security team. Start free; pay only for the build.
Free · self-serve
AI-readiness
Find out which privacy tier your data actually requires. Most regulated work has a compliant cloud path — start by knowing which one you are.
Fixed-price
AI Deployment
We watch how your team works, put AI only where it safely helps your regulated data, and build the working system end-to-end. You get the week back to take on more clients. Diagnosis is week one of the build, not a separate purchase.
FAQ
Questions we keep getting
What is a signal?
One defensible verdict on a verified AI change: what it now makes practical, what must be true to adopt it safely, and what to do about it. Every signal is hand-judged, not aggregated.
Are these verdicts objective?
Not yet — today each verdict is an opinionated call from people working with these tools at the front line. As we accumulate real-world adoption outcomes, we'll back these calls with data and show our track record. For now, we show the reasoning and gates behind every verdict so you can weigh it yourself.
What do Adopt, Pilot, Monitor, and Avoid mean?
They are four rungs of conviction. Adopt: act now. Pilot: run a bounded experiment with a named reviewer. Monitor: watch, the case isn't there yet. Avoid: the capability is real but the controls around it are not.
How does a verdict change?
Only when an adoption gate clears or fails. Every move up or down the ladder is logged with the reason, so you can see why a call changed — not just that it did.
What are the adoption gates?
Five binary preconditions before a capability is safe to adopt: data is permissioned and retrievable, a named human owns exceptions, output is measurable against a baseline, a real integration exists (not a demo), and audit, retention, and vendor terms are acceptable.
Is it free?
Yes. The signals feed is free to read, and so is the AI-readiness check. We bill for one thing: AI Deployment.
Do you cover Chinese AI companies?
Yes. Releases from US and Chinese labs are judged on the same bar and against the same gates. We treat the two ecosystems as one system.
How do the Solutions work?
AI-readiness is a free self-serve check of which privacy tier your data requires. AI Deployment is a fixed-price engagement where we stand that tier up — diagnosis is week one of the build. Reach us at contact@unmapped.dev.