Workflow in scope
The highest-consequence shipment, exception, or customer-update journey from identity through confirmation.
48-hour launch review for Logistics and Freight
Know what needs fixing before you launch.
Dispatch, tracking, and customer operations depend on fragmented updates, exception handling, and decisions made under time pressure. $750 to $1,500 in 48 hours: plain-English readiness report, severity ranking, and a prioritised fix list before real users hit broken paths.
Faster exception handling with visible operational ownership · $750 to $1,500 · 48-hour turnaround
Direct answer
Logistics and Freight · Ship with Confidence Review
What does this engagement mean for logistics teams?
A logistics application review should focus on tenant boundaries, shipment data, webhook integrity, notification actions, and partial failures. A system can return a successful API response while still showing the wrong delivery state or sending the wrong customer message.
Likely system boundaries
- Authentication and customer or tenant roles
- Shipment, carrier, warehouse, and webhook APIs
- Notifications, audit logs, and deployment configuration
Evidence required
- Customers cannot read another account's shipment data
- Retries cannot duplicate updates or operational actions
- Unknown shipment state is visible and recoverable
Important boundary
This is a focused production-readiness review, not a penetration test, carrier audit, or guarantee of delivery performance.
Who this is for
For Logistics and Freight 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.”
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, and error handling
What you receive
A report you can act on this week.
The review is priced between $750 to $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 to 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