Evidence
What we hand you in two weeks.
Most AI pilots never reach production, and the reason is usually not the model. It is that nobody built a way to tell whether the output is good enough to ship. Here is what we build first, and what it looks like running.
Tell us where the pilot is stuckWhere we start
The harness comes before the code.
Ask enterprise technology leaders what blocks a pilot from production and the answer that comes back most often is evaluation gaps. Most builds add measurement last, which is exactly why a pilot can demo well for six months and still have nobody willing to sign off on it.
So we write that first: what a correct answer looks like on your workflow, what an acceptable miss looks like, and what must never happen. Every answer after that is scored against it, and every answer carries the source sentence it came from.
Generated answer
Enterprise support accounts now require a named escalation owner, a two-hour P1 response target, and a written weekend handoff.
Cited source
Policy PDF p.4
Cited source
Runbook Appendix p.2
Source excerpts
Starting July 1, all enterprise support accounts must assign a named escalation owner. Weekend coverage must include a written handoff. P1 incidents require an initial response within two hours.
The part you can test
A system that will not guess.
A confident wrong answer is worse than no answer, because somebody acts on it. Measured abstention is the difference, and it is the one thing prose cannot show you. Push the questions below past what the documents cover and watch where it stops.
Try the boundary
Pick a question. Two of them are answered by a robotics manufacturer's product and policy documents; two aren't. Scripted examples using Anchor's real response shapes — not a live query against a customer's data.
How long is the warranty on the R-40 arm?
The R-40 industrial arm carries a 24-month warranty from the date of commissioning, covering parts and labour for defects in materials and workmanship. [1]
[1] R-40 Warranty Terms · §2.1
“All R-40 series arms are warranted for twenty-four (24) months from the date of commissioning against defects in materials and workmanship, inclusive of parts and labour.”
What you get
A decision, not a deck.
At the end of it there are three honest answers, and we will give you whichever one the evidence supports.
Ship
It clears the bar. You get the remaining build plan and the list of cases we excluded on purpose.
Re-scope
It works on a narrower slice than you planned. We tell you which slice, and what it would take to widen it.
Retire
The workflow is not one a language model should own. You stop spending on it, with the reasoning written down.
Developer opens PR
Read the diff, touched files, and repo rules.
AI agent analyzes code
Check risky changes, missing tests, and style issues.
Agent suggests improvements
Draft comments, summary notes, and fix suggestions.
What we build
GitHub PR Review Agent
The agent reads the diff, checks project rules, and leaves high-signal review notes.
The value comes from the workflow around the model: repo context, rule lookup, traceable comments, and clear action boundaries.
What we build
Incident Analysis Agent
Logs flow in. The system groups failures, drafts the likely cause, and suggests the first fix path.
Logs, deploy markers, and prior incident notes all feed the analysis layer so the summary stays tied to observable behavior.
Sentry logs
Collect grouped errors, stack traces, and deploy markers.
AI analysis
Cluster related failures and compare recent changes.
Root cause summary
Draft the likely cause and recent trigger.
Suggested fix
Suggest the first mitigation or rollback path.
Next step
Tell us where yours is stuck.
What you built, what it does today, and what has to be true before anyone will sign off on it. Fifteen minutes is enough for us to tell you what we would check first.
Prefer to poke at it yourself first? Run Anchor on your own documents on the free plan.