Rescuing a Logistics Startup from Outsourced Code to Production-Ready Platform
The Challenge
A last-mile delivery startup had spent months and significant capital on an outsourced development shop to build their MVP — a marketplace with courier and label-generation services. They were weeks away from deploying to production when they brought in a Fractional CTO.
The assessment revealed serious problems:
- Spaghetti codebase — multiple developers had worked without architectural guidance, each solving problems their own way, creating a Frankenstein of inconsistent patterns
- Mixed data models — some data was relational, some was document-based, with no consistent strategy
- No tests, no SDLC — no automated testing, no code review process, no development workflow
- Cost-blind architecture — the serverless design relied heavily on managed services with no cost optimization, and infrastructure costs would have soared at scale
- No technical leadership — the development team had no one guiding architecture, standards, or engineering practices
- Operational gaps — beyond technology, the company lacked structured processes for HR, delivery operations, and team management
Our Solution
Reyem Tech embedded as Fractional CTO for a 19-month engagement that went far beyond typical technical leadership — spanning infrastructure, application development, team management, operations, and investor relations.
Phase 1: Stabilize and Ship (Months 1–6)
- Assessed the outsourced codebase and identified critical risks before production deployment
- Engineered a new Elastic Beanstalk architecture to replace the cost-heavy serverless design
- Implemented Scrum, ticketing, and a full SDLC — bringing structure to a team that had none
- Managed the existing development team, stabilized the MVP, and deployed v1 to production
- Onboarded real customers and began processing live deliveries
Phase 2: Operate and Learn (Months 6–12)
- Managed a team of up to 4 developers simultaneously, hiring replacements as team members transitioned
- Supported live operations processing up to 20 deliveries per day across flower shops, pizzerias, and specialty retailers
- Handled operational surges — Valentine's Day required all-hands coordination across technology and logistics
- Identified that most recurring issues were operational, not technical — drove process improvements across HR, delivery workflows, and company policies
- Documented persistent architectural problems that couldn't be patched — the inconsistent data models and patterns created by the outsourced team were too deeply embedded
Phase 3: Strategic Rebuild (Months 12–19)
- Made the case for a full platform rewrite based on months of evidence — the v1 architecture couldn't scale
- Built the entire v2 core personally while the development team continued maintaining v1 for live customers
- Designed and deployed Kubernetes (EKS) infrastructure from scratch — production-grade, cost-optimized, and scalable
- Established proper testing, CI/CD pipelines, and engineering standards so the platform could be maintained by the team
- Once v2 was stable and tested, transitioned the development team onto the new codebase with proper onboarding
- Supported investor relations — validating a new business model pivot, producing technical feasibility analysis, competitive intelligence, pricing models, and investor-grade documentation
The Results
Over 19 months, the startup transformed from a failing outsourced MVP to a production platform with real customers and a clear path forward:
- V1 rescued and deployed — a codebase that was weeks from a costly production failure was stabilized, re-architected, and shipped
- Real customer traction — live deliveries for flower shops, pizzerias, and retailers, handling up to 20 deliveries per day including high-demand seasonal peaks
- V2 built from the ground up — a complete platform rewrite on Kubernetes with proper architecture, testing, and SDLC workflows, replacing the unsustainable outsourced code
- Infrastructure costs controlled — moved from an expensive serverless design to cost-optimized Elastic Beanstalk (v1) and Kubernetes EKS (v2)
- Engineering team managed and mentored — up to 4 developers at a time, with structured Scrum process, hiring, and knowledge transfer
- Operational maturity — implemented processes for HR, delivery operations, and company policies that went well beyond the CTO title
- Investor-ready — produced technical feasibility analysis, competitive landscape research, and pricing models to support fundraising for the next phase
The engagement demonstrated the full breadth of what a fractional CTO delivers to an early-stage startup: not just code and infrastructure, but the leadership, process, and strategic thinking needed to turn a struggling product into a viable business.