Skip to content
Shonin
Live

Agent Launch Sprint

One production AI agent for one workflow, shipped in 10 working days by a forward-deployed engineer.

The split

LLM writes
Drafts replies, summaries and documents
System One decides
Routes, scores, approves and escalates
Code executes
Calls APIs, prepares payments, writes records, sends notifications

Engine

Claude-class models for generation, a System One model for every routing and approval decision, plain code for anything exact; evals built from your 20 examples before launch.

Rulebook

What correct means here, and the mistakes we've already caught. It grows one job at a time.

  1. R01No launch without an eval set built from real examples and a pass rate agreed in writing.
  2. R02Every tool that writes, sends or pays has an approval path and a spend limit.
  3. R03Every decision is logged with model version, probabilities and confidence.
  4. R04Ship read-only first; add write actions one at a time behind approvals.
  5. R05Handover includes a runbook a non-engineer can follow.

Intake

  • The workflow, its volume, and who does it today
  • Access to the systems it touches (read-only first)
  • What correct looks like, with 20 real examples
  • Approval rules
UNIT
One agent in production for one workflow
REVIEW LAYER
The client approves eval results before go-live; we read the decision log daily for two weeks.
DELIVERY
Agent live on your channel, eval report, decision dashboard, runbook, 14 days of hypercare.
TURNAROUND
10 working days

How we find buyers

  • Audits convert into sprints
  • Case-study threads with real metrics
  • Referrals from ecosystem partners and accelerators

More like this