afterbuild/ops
§ S-01/ai-readiness-audit

Free AI Readiness Audit. 48 hours. Written plan.

Thinking about adding AI? Building with AI? Broken and need rescue? One audit answers all three. A written build-vs-integrate-vs-rescue plan in 48 hours. Zero cost, no sales call required. You keep the plan.

$0no sales call required
48hwritten plan
yourskeep the plan forever
Quick verdict

Free AI Readiness Audit — a zero-cost 30-minute async call or written review plus a written build-vs-integrate-vs-rescue plan delivered within 48 hours. No sales call required. We score your fit across agents, RAG, voice, automation, and cost-optimization; flag the top 3 risks in your current setup; and tell you honestly whether the right next move is to build, integrate, rescue, or hold off for now. Roughly 40% of audits convert to a paid engagement; the rest walk away with a plan they can execute themselves or hand to any developer.

§ 01/situations-we-audit

Situations the AI Readiness Audit maps to a path.

Every audit we run comes back to one of these six patterns. The written plan tells you which one you are in, whether the right path is build, integrate, or rescue, and what the fixed-price next step costs.

Audit rubric · build · integrate · rescue · agents · RAG · voice · automation · cost
SituationRoot causeWhere the plan routes you
Thinking about adding AI to an existing productNo clear picture of which surface (agents / RAG / voice / automation) fits the use caseIntegrate-path plan with fit score per surface and a fixed-price next-step proposal
Greenfield idea that needs AI at the coreNo architecture, no scoped MVP, no model/provider decision yetBuild-path plan: Finish My MVP or Prototype-to-Production, with scope + price
Existing AI feature burns budget without moving the metricNo eval harness, no cost telemetry, prompt loop without boundariesCost-optimization + eval pass routed through Break-the-Fix-Loop or Integration Fix
Agent or RAG prototype works in demo, breaks in productionNo retrieval eval, no guardrails, no observability around tool useIntegrate-path hardening plan: retrieval tests, traces, cost and safety budgets
Voice / automation feature half-wired to a real workflowHappy path only; no error handling, retry, or human-in-the-loop fallbackIntegration Fix slot quoted — with runbook and end-to-end tests
Built with Lovable / Bolt / Cursor / Replit and genuinely stuckLoop of prompts, no architecture, no tests — rescue vs rewrite unclearRescue-path verdict routed to Free Rescue Diagnostic or direct to Break-the-Fix-Loop
§ 02/48-hour-schedule

The 48-hour build-vs-integrate-vs-rescue schedule.

From intake to written plan in 48 hours: one async call or written review, one drafted plan, one fixed-price proposal (or a ‘hold off for now’ with reasons).

  1. H1hour 1

    Send context — no sales call required

    Fill the short intake form: one-line problem statement, repo URL (optional), product URL, and which surfaces you are considering (agents, RAG, voice, automation, cost). We confirm within one business day and pick async-written or 30-minute live — your choice.

  2. H12hour 12

    30-minute async call or written review

    If you pick the call, 30 minutes screen-sharing the product, repo, and target use case. If you pick written, we review the intake + any linked material and ask follow-ups over email. Same rubric either way: build / integrate / rescue, plus surface-level fit score.

  3. H36hour 36

    Written plan drafted

    We draft the written plan against the same rubric we use on every paid engagement: fit score for agents / RAG / voice / automation / cost-optimization, top 3 risks, path recommendation (build, integrate, or rescue), and the fixed-price next step.

  4. H48hour 48

    Plan delivered + fixed-price proposal

    Emailed as a markdown document you can share with co-founders, investors, or a future developer. If a paid engagement fits, we include a fixed-price proposal; if the right next move is to wait or to hire in-house, we say so with reasons.

§ 03/sample-plan

A sample excerpt from the written readiness plan.

This is an actual excerpt (anonymized) from an AI Readiness Audit we shipped last month. Path recommendation first, surface fit score second, top 3 risks third, recommended next step fourth, free same-day remediation fifth. The same shape lands in your inbox within 48 hours of intake. For reference, see the OWASP Top 10 rubric we cross-check.

readiness-plan.md
markdown
01# AI Readiness Audit · example-saas02> Delivered 2026-04-18 · 41 hours after intake · Afterbuild Labs03 04## 1. Path recommendation05Integrate — start with RAG over support docs, then agents for tier-1 triage.06Build-from-scratch is NOT recommended; core product is healthy.07Rescue is NOT recommended; no broken AI surface to unwind.08 09## 2. Surface fit score (0–5)10 11| Surface            | Fit | Notes                                                       |12| ------------------ | --- | ----------------------------------------------------------- |13| Agents             |  4  | Tier-1 support triage is well-scoped; clear tool surface    |14| RAG                |  5  | ~4k docs, structured, stable — strong retrieval candidate   |15| Voice              |  1  | No phone / IVR workflow today; skip for now                 |16| Automation         |  3  | Zapier already covers 60%; AI adds value only on 3 flows    |17| Cost-optimization  |  2  | No AI in production yet; revisit after first launch         |18 19## 3. Top 3 risks in current setup201. No eval harness planned — integrations ship without retrieval/quality tests212. No cost telemetry — per-request spend untracked; no budget alerts223. PII in support docs — RAG index will leak without redaction pass23 24## 4. Recommended next step25Integration Fix ($799) — RAG slot — with eval harness, redaction, and cost budget.26If support triage agent is greenlit after RAG ships: Prototype-to-Production ($4,999).27 28## 5. What you can do yourself today (free)291. Write 20 golden Q&A pairs from real support tickets — seeds the eval harness.302. Run a PII scan on the docs set before any indexing (Presidio or equivalent).313. Set a daily spend cap on the provider dashboard before wiring anything live.
The same format lands in your inbox within 48 hours of intake — markdown you can share with co-founders, investors, or a future developer.
§ 04/ledger

What the AI Readiness Audit delivers.

Five deliverables. No credit card to access any of them. The plan is yours regardless of whether you hire us afterwards.

§ 05/engagement-price

Zero cost. Zero upsell on the audit call.

One audit per project. If you come back after shipping a first integration we run another. No upsell on the call — only in the written plan, and only if a paid engagement is the right next move.

free
price
$0
turnaround
48h
scope
30-min async call or written review · fit score · build/integrate/rescue plan
guarantee
No credit card · no sales call required · plan is yours to keep
request free audit
§ 06/vs-alternatives

AI Readiness Audit vs Upwork vs AI strategy consultancies.

Four dimensions. The lime column is what you get when you pick a build/integrate/rescue-aware audit over a generic contractor match or a slide-deck strategy engagement.

AI Readiness Audit · build vs integrate vs rescue · free vs paid
DimensionUpwork / Toptal intakeAI strategy consultancyAfterbuild Labs audit
Price$0 (Upwork bid / Toptal intake)$2k–$15k (AI strategy consultancies)$0 AI Readiness Audit · no sales call required
Turnaround3–5 days just to match a contractor2–4 weeks after statement of work48 hours from intake
DeliverableHourly rate quote, no written planSlide deck, no fixed-price next stepWritten plan · build/integrate/rescue · fixed-price proposal
OwnershipNo ownership of matching outputLocked behind retainerYours to keep — take it to any developer
§ 07/fit-check

Who should request the AI Readiness Audit (and who should skip it).

Request the audit if…

  • You are deciding whether to build AI from scratch, integrate into an existing product, or rescue a stuck one.
  • You need a surface-level fit score across agents, RAG, voice, automation, and cost-optimization before you commit a budget.
  • An investor, board, or co-founder is asking for an AI plan and you want a neutral baseline to anchor the conversation.
  • You suspect the right answer might be ‘not yet’ and want a second opinion that is not incentivized to sell you anything.
  • You want a fixed-price next step — not an open-ended retainer or a slide deck.

Do not request the audit if…

  • Production is down right now — buy Emergency Triage ($299) for a paid 48-hour SLA instead.
  • You only need a rescue-vs-rewrite verdict on a Lovable/Bolt/Cursor/Replit app — book the Free Rescue Diagnostic, it is tuned for that.
  • You already know exactly which engagement you want — book Integration Fix, Finish My MVP, or Prototype-to-Production direct.
  • You are shopping for the cheapest hourly contractor — we do not quote hourly, only fixed-price.
  • The project is a toy or a hobby with no plan to take real users or real money.
§ 08/audit-engineers

Engineers who run the readiness audit.

The audit maps surfaces and routes to the right specialist. Most audits end with one of these three running the paid engagement that follows.

§ 09/audit-faq

AI Readiness Audit — your questions, answered.

FAQ
What does the AI Readiness Audit actually cover?
Three questions. One: should you build, integrate, or rescue? Two: if integrate, which surface fits — agents, RAG, voice, automation, or cost-optimization? Three: what are the top 3 risks in your current setup? You get a written plan with a fixed-price next step, whether that step is with us, with someone else, or a decision to hold off for now.
How long does the audit take end to end?
48 hours from intake to delivered plan. The 30-minute async call or written review happens in the first 12 hours; the written plan lands in your inbox by hour 48. If you need it faster than that, the audit is not the right fit — book Emergency Triage ($299) instead for a 48-hour paid SLA on production-down situations.
What happens after I get the written plan?
Three outcomes. About 40% of audits convert to a paid engagement (Integration Fix, Prototype-to-Production, Finish My MVP, or Break-the-Fix-Loop — whichever the path recommendation points to). About 40% walk away with a written plan they execute themselves or hand to another developer. About 20% get a ‘not yet’ verdict with reasons — and that is a valid outcome we will not soft-sell around.
Is the AI Readiness Audit really free? What is the catch?
Really free. No credit card, no sales call required. The conversion rate on paid follow-on engagements is what lets us give the audit away. You keep the written plan regardless of whether you hire us afterwards — take it to any developer, not just us.
Can you audit an existing Lovable / Bolt / Cursor / Replit project?
Yes. If the project is an AI-builder app that is genuinely stuck, the path recommendation will usually be rescue — and we may route you to the Free Rescue Diagnostic instead, which is tuned for rescue-vs-rewrite verdicts specifically. If you are not sure which you need, start here and we will tell you on the call.
Do I need to give you repo access?
Not required for the audit. For the build path or greenfield ideas, a product URL and a one-line problem statement are enough. For integrate or rescue paths, read-only GitHub access helps but can be granted during the call and revoked after the plan is delivered.
Next step

Stop guessing. Request the free AI Readiness Audit.

48 hours. Zero dollars. A written build-vs-integrate-vs-rescue plan that tells you which path fits, which surfaces score, where the top 3 risks are, and what the fixed-price next step actually costs.

Book free diagnostic →