Workflow in scope
The highest-consequence debtor or agent journey, including identity, communication, payment, and dispute handling.
48-hour launch review for Debt Collection
Know what needs fixing before you launch.
An AI agent contacting debtors must stay within approved language, actions, and compliance rules. We rank the risks and return a fix-first plan.
Approved language, action limits, and complete traceability · $750 – $1,500 · 48-hour turnaround
Direct answer
Debt Collection · Ship with Confidence Review
What does this engagement mean for debt collection teams?
A collection-platform review should prioritise identity, account isolation, payment links, contact permissions, staff roles, and audit history. A polished interface is not ready if a retry can duplicate outreach or expose one debtor’s account to another.
Likely system boundaries
- Authentication and staff roles
- Account, contact, and payment APIs
- Messaging providers, webhooks, and audit logs
Evidence required
- Account data and payment links are scoped to the correct person
- Suppression and channel rules cannot be bypassed
- Retries and provider failures cannot duplicate consequential actions
Important boundary
This review assesses application readiness and operational failure paths, not legal compliance or formal security certification.
Who this is for
For Debt Collection founders who moved fast with AI tools and need a straight answer before they ship.
Built for solo founders, non-technical founders, and early-stage teams with consumer apps, micro-SaaS, or marketing-led products. You do not need a technical background. You need a clear list of what will actually break in the next week—before real users, investors, or your own reputation are on the line.
- You shipped an app with Cursor, Bolt, Claude Code, Lovable, or similar tools.
- You are not sure whether your flows, integrations, or deployment config will hold up with real users.
- The happy path works, but edge cases, empty states, and error handling were never really tested.
- You want a clear written report—not a vague “you should hire a developer someday.”
- You may want help fixing the worst issues after the review.
What we look for
The failure patterns that show up when AI builds the first version.
Broken flows, missing states, and error conditions that will surface with real users on day one
Missing validation, silent failures, and edge cases the AI left unhandled
API integrations and third-party services that are connected but not correctly configured
N+1 queries, missing indexes, and unoptimised payloads that will visibly degrade under real traffic
Environment variables, build settings, and hosting config gaps that cause prod-vs-dev divergence
Gaps between the happy path and what actually happens—loading states, empty states, error handling
What you receive
A report you can act on this week.
The review is priced between $750 – $1,500 based on codebase size, number of integrations, and complexity. Delivered in 48 hours from access. If you want the issues fixed after the report, remediation is available at $120/hr with a clear priority order.
Plain-English readiness report
Each finding explained in terms of real-world consequence—what a real user would experience, not a stack trace.
Severity ranking
Launch Blocker / High / Medium / Low, based on actual likelihood and user impact, not raw tool output.
Prioritised fix list
Ordered by impact, with the smallest number of changes that make the biggest difference to launch confidence.
Walkthrough call
15–20 minute call to walk through findings and answer “what do I fix first”—not an open-ended support line.
Out of Scope
Penetration testing, compliance certification (SOC 2 / HIPAA / PCI-DSS / ISO), prompt-injection or LLM red-teaming, ongoing monitoring, or a guarantee of zero vulnerabilities.
Frequently Asked Questions