AI RELIABILITY AUDIT
We test your feature against your own traffic and measure how often it's wrong, what each request costs and what happens when the provider goes down. You get the numbers, a fix list and a fixed price for the fix.
$3,500 · 1 week · Credited against the fix · NDAs are standard
1 week
From access to written verdict
6
Areas we test
$3,500
Credited against the fix
71%
ZapBot booking conversion, in private beta
WHO IT'S FOR
01
A customer forwards a made-up answer. You fix the prompt, and something else breaks. Nobody can tell you whether this week's version is better than last week's.
02
Usage went up 20% and the invoice doubled, and you can't see which requests cost the money.
03
A rate limit or an outage at the model provider shows up in your app as an error, or as an agent that stops halfway through a task.
HOW IT WORKS
01
FREE · 30 MIN
Show us the feature and where it goes wrong. We confirm what access we need and what the week will cover.
02
1 WEEK · $3,500
With read-only access to the repo, prompts and a sample of logs, we map the pipeline, build test cases from real traffic and measure accuracy, latency, cost and outage behaviour.
03
IF YOU WANT US TO
The fix list becomes a fixed-scope sprint, usually an AI Feature Sprint. The $3,500 comes off its price.
WHAT WE CHECK
Six areas. Each one ends with a verdict: holds, fix next or fix now.
01
Does the model get the right context, and does it follow your instructions when users phrase things in ways you didn't test?
02
Is there a set of test cases with a pass mark, and does a change get tested before it ships?
03
When a user reports a bad answer, can you find that exact request, its inputs and its output?
04
What does one request cost, which requests cost the most, and what's being sent that doesn't need to be?
05
What happens on a rate limit, a timeout, an outage or a model version change?
06
What personal or customer data goes to the provider, and is that what your users agreed to?
WHAT YOU GET
EXAMPLE AI FEATURE · RELIABILITY AUDIT · 6 AREAS
Verdicts + eval set + costed plan
What holds, what to fix first, and what it costs, with a test set in your repo.
REQUEST TYPE · AVG TOKENS · COST
— · — · —
The report and the eval set are yours. Hand them to your own team or anyone else, and if you start the fix with us within 60 days, the $3,500 comes off its price.
Start with a 30-minute scoping call →SELF-CHECK
Answer for your own feature. It takes a minute, and nothing is sent until you choose to book.
PROOF
71%
AI agent
A conversational booking agent running on a live booking product, with GoHighLevel CRM sync. 71% booking conversion, and under 90 seconds from first message to confirmed booking. Kickoff to private beta in 3 months.
Read the ZapBot case study →< 4 hrs
Compliance SaaS
An AI report builder for US water utilities, with 13+ templates, anomaly flagging and RAG answers to compliance questions. In beta: under 4 hours per report, down from days.
Read the WaterUp case study →We run the same evals and tracing on Prophic, our own AI product, before any change reaches a client's build. See Labs →
FAQ
$3,500, fixed, for one AI feature. If you start the fix with us within 60 days, the full $3,500 comes off its price. Prices are in USD and exclude any applicable taxes.
