You don't pay until it's live.
Esguil designs AI systems for one specific business process at a time, running on your own infrastructure whenever the project allows it. We don't invoice for the diagnostic or pilot phase until the result we agreed on together has been proven.
Tell us the process. We'll agree on what success looks like, and show you the result before you pay for anything beyond that.
What you get
Four principles that shape every system we design.
Full control
Your data and your systems stay on your own infrastructure whenever the project allows it. Lower long-term cost, real privacy.
No charge until it's proven
We agree on a success bar for your specific process before we start. The diagnostic and pilot aren't billed until that bar is cleared.
Tested before it ships
Every system is checked against your own past cases, and compared to what a person actually did, before it goes live.
Sized to the problem
A small, well-built system beats a large one badly applied. We design for what your process actually needs.
That level of rigor is standard in quantitative finance, where a wrong measurement costs real money. We hold AI systems to the same bar.
Customer stories
From inbox triage to auto-drafted replies
A support team was manually reading and routing every inbound email. We built a classifier that drafts the clear cases and routes the rest to a person.
Read the caseAutomated supplier outreach, still human-approved
A services company was requesting quotes and building budgets by hand. We built a pipeline that drafts outreach, tracks responses, and generates a consolidated quote.
Read the caseA self-improving loop for ad copy
A marketing team was A/B testing ad copy one variant at a time. We built a loop that generates, tests, and refines copy against real performance.
Read the caseEvolving hand-tuned heuristics against real production data
An industrial line relied on hand-tuned heuristics. We built a search system that evolves them against production data, with every step traced.
Read the caseHave a process that's costing you time?
Tell us what it is. We'll agree on what success looks like for that specific case, and you'll see the proof before you pay for anything beyond the diagnostic.