Work with us
Fixed-price engagements built on Azathoth. We measure what your workflow costs today, find cheaper options that score just as well on your own cases, and hand you the evidence.
Engagements
You pay for a result, not for hours. Every engagement ends with measured numbers you can check yourself.
Start here
2 weeks · fixed price
Starting at$7,500
The place to start. We rebuild one of your AI workflows in Azathoth, build a benchmark from your real cases, and run optimization.
4–6 weeks · fixed price
Starting at$20,000
Everything in the audit, then the winning workflow running in production in your own AWS account.
Monthly
Starting at$2,000/mo
Models change every month. We keep your workflows on the best measured option as new ones arrive and old ones retire.
A hands-on half day on benchmarking and governed promotion of AI workflows.
from $3,000
A senior review of your AI systems, from model choice to deployment.
from $175/hr
Founding customers
Our first three customers receive up to 30% off any engagement.
In return, we ask for a named case study, your logo on this site, and a short reference call when someone asks us how it went.
How it goes
Free. You tell us what your AI workflows do and what hurts. No pitch deck.
Within 48 hours: your problem in your words, what we'll do, a timeline, and a fixed price.
We rebuild the workflow, benchmark it on your real cases, and search for cheaper options.
You see the evidence and decide what, if anything, goes to production.
Questions
Azathoth is open source and runs in your own account, so you own everything we build together, whatever happens to us. Small also means fast: you talk directly to the engineer who built the engine.
Good. Those tools observe what your AI does. Azathoth benchmarks it, optimizes it and controls what reaches production. They work side by side, and Azathoth's tracing uses the OpenTelemetry standard.
With Amazon Bedrock, Azathoth runs inside your AWS account on models you've approved, and its records stay in your own database and storage. Tools only receive the credentials they explicitly declare, and traces never carry content.
That's why the audit is small and fixed-price. Many managers can approve it without a full procurement cycle. Tell us your sign-off limit and we'll scope to it.
Azathoth runs anywhere Python or containers run, with SQLite or PostgreSQL, and reaches hundreds of models through OpenRouter. Our ready-made production template targets AWS.
You own your workflows, your benchmarks and your data. Eldritch owns Azathoth and its general improvements, which stay open source.
Prefer to do it yourself?
The engine behind every engagement is open source. Install it and explore on your own, and call us when you want a hand.
pip install azathoth-aiNext step
Tell us what your AI workflows do and what hurts. You'll leave the call knowing whether an audit makes sense.