AI Automation Rescue Sprint
48-hour implementation for agencies, SaaS, and ops teams

AI Automation Rescue Sprint

One broken or manual workflow turned into a working automation by Monday: trigger, logic, AI step when useful, failure handling, and handoff docs.

Example Sprint Output Ready for handoff
TriggerLead, ticket, form, inbox, sheet, or webhook
Input
AI DecisionClassify, extract, enrich, draft, or route
LLM
ActionCRM update, Slack alert, email, task, or doc
API
SafetyValidation, retries, logs, and rollback notes
Ops

Three ways to buy

Fixed scope keeps the sprint useful, fast, and protected for both sides.

Diagnostic Fix

$500
  • One broken automation or AI flow diagnosed.
  • One focused fix or clear implementation plan.
  • Short handoff note.
Fund diagnostic

Implementation

$1,000
  • One workflow built or stabilized.
  • API, webhook, prompt, and schema work.
  • Testing, docs, and one revision pass.
Fund sprint

Handoff Plus

$1,500
  • Client-ready runbook and diagram.
  • Reliability notes and operator docs.
  • Two revision passes inside scope.
Fund handoff

Proof assets

Concrete workflow maps and demos for the problems this sprint is built to solve.

Best-fit problems

The sprint is built for work that already has business value and just needs technical ownership.

Strong fit

  • Agency overflow: Make.com, n8n, Zapier, webhooks, CRM, Airtable, and client delivery.
  • Ops bottlenecks: leads, support, invoices, docs, routing, enrichment, summaries, and approvals.
  • LLM cleanup: prompts, JSON schemas, tool calls, retries, logs, and evaluation cases.

Not a fit

  • Full SaaS builds by Monday.
  • Unfunded custom work.
  • Spam automation, fake social proof, or platform abuse.
  • Undefined "AI agent" projects with no success output.

Delivery standard

Every sprint ends with a working path, proof that it ran, and a handoff a busy operator can understand.

Scope

One trigger, one primary path, one success output, and documented failure handling.

Build

Implementation across no-code tools, APIs, webhooks, LLMs, and small glue code where needed.

Handoff

Run notes, test cases, known risks, recovery steps, and what should become the next milestone.

One weekend slot

Send the workflow, tools involved, sample input/output, and what result counts as done. Work starts after Polar checkout, a funded milestone, or deposit.