Workloads
Manage AI costs and outcomes in a way that scales.
You don't need another AI strategy slide. You need use cases that actually work, sensitive data that stays protected, and AI spending you can plan for, not a token bill that quietly moves cost from one budget line to another.
Test it, control it, then right-size it
Durable automations, not fragile demos that fall apart in daily use. Each package sets up part of the Telchines software on one of your workflows and leaves it running in your environment, so your team operates it without building and maintaining it themselves. Start with one workflow and add the next step when you're ready.
Start here
Workload Testing
Reliable automations you can count on to keep working. And when one doesn't, you'll know before your customers do.
We build the test harness from your own cases and standards, and it keeps running inside your cloud or on your hardware.
Control and protect
Secure AI Access
Works with the model providers you choose, keeps a record of every call, and keeps your trade secrets and sensitive data inside your walls, so you can build on it.
Each workflow gets its own access and budget, and your team can switch it off.
Cut cost and wait time
Purpose-Built Models
Models fitted to your data and sized to the work, so routine tasks stop paying premium-model prices.
Each one has to pass the same tests as the model it replaces before it goes live.
Purpose-fit for any sector
Pick your industry to see what each package looks like for a team like yours.
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A pilot that demos well but nobody will sign off on yet
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Several teams using AI, with rules on what data leaves the building
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A workflow that works but costs too much or takes too long
What to expect from us
Telchines Labs is in its early stages. We are ready to work with businesses that want the advantages of AI and a partner they can trust. Our senior team sets the software up with you and supports it directly. Your own controls still apply: your data remains yours and stays in your environment.
Free first step
Readiness Check
Two minutes to find out whether your AI projects will hold up in production. A score, a plain verdict, and the first thing to fix. It runs in your browser.
Request scoping
Tell us where adopting AI has been hard. A person reads every note and writes back.
Prefer email? Write to contact@telchines.io.