A 100× improvement,or we don't build it.

Automation built on a multi-agent system.

Ready core · $199/mo

Start

We do not ask you to trust a promise. We show you how the work will be accepted.

The test is written before we build. The invoice waits for it.

  1. Frozen sample

    • #14 inboundlocked
    • #27 missed calllocked
    • #31 renewallocked
    Real leads

    A representative sample, locked before we write code.

  2. Shadow log

    • Draft replynot sent
    • CRM notenot sent
    • Refund askheld
    Control run

    The agent works. Clients never see it.

  3. Your review

    • Quality vs targetyou confirm
    • Speed and costyou confirm
    • Sensitive actionyou decide
    Human review

    You compare the log to the written gates.

Did every written condition pass?

Invoice

Pass

Launch the workflow. Invoice unlocked.

DueUnlocked

Invoice

Fail

Fix and rerun. Nothing to pay.

Due$0

Exact values are agreed with you

CriterionWritten conditionEvidence
Outcome qualityTarget agreed before developmentHeld-out leads
Speed and costMaximum limits fixed in scopeTimestamped run log
Sensitive actionsHuman approval is mandatoryTool-call trace
PaymentEvery written gate must passAcceptance report

Commercial rulePass first. Invoice second.

Three ways to get an agent into production.

DIY with a no-code builder

Fast prototype. Then silent failures at 2 a.m., no evals, nobody watching. Free until it costs you a client.

Hire an ML engineer

$8-15k/mo, months to the first workflow, and you still need someone to own operations.

Dali

One workflow live against a written acceptance test. From $1,900 fixed. Human gates from day one. You own the code.

Dali is an AI agent systems studio combining engineering and operations. David designs the product and technical system, Liana makes sure it fits real workflows and teams, and together we take projects from process discovery to production.

David, Founder
David
Founder
Liana, Co-founder
Liana
Co-founder

Dali is an AI agent systems studio. We design production AI agents and workflow automation inside tools teams already use: conversation control for leads and client support, ops and knowledge systems, and voice design-partner tracks. We also harden vibe-coded MVPs and place human approval gates so agents ship to production safely.

  • Custom AI agent systems with tools, rules, and approval boundaries
  • Agent-first products where agents do core work, not only chat
  • Vibe-code rescue: secrets, payments, admin, patch vs rewrite