AI Fluency & Code Assessment
A fast, high-signal assessment of your codebase and delivery system, plus a practical AI roadmap. Reduce engineering risk, accelerate modernization, and adopt AI safely.
What You Get
Comprehensive deliverables that give you clarity, confidence, and a clear path forward.
Codebase Review
In-depth analysis of code quality, architecture patterns, technical debt, and scalability considerations.
Architecture Map
Visual documentation of system components, data flows, dependencies, and integration points.
Security Posture
Security vulnerability assessment, compliance considerations, and hardening recommendations.
DevEx & CI/CD Review
Developer experience evaluation, deployment pipeline analysis, and operational efficiency assessment.
AI Opportunity Map
Practical identification of where AI can safely augment workflows without rewriting systems.
Prioritized Roadmap
Clear, actionable plan with effort estimates, risk levels, and expected impact for each recommendation.
Ideal For
Technical leaders who need clarity on platform health, modernization priorities, and AI opportunities.
Technical Leadership
CTOs, VPs of Engineering, and Technical Directors evaluating platform health and modernization needs.
Post-Funding Scaleups
Companies preparing to scale engineering teams and infrastructure after funding rounds.
Due Diligence
Investors and acquirers seeking objective technical assessment before major decisions.
Modernization Planning
Organizations planning significant platform upgrades or technology stack transitions.
Proven Experience
We've delivered assessments and roadmaps for platforms across multiple industries.
Platform assessment and modernization roadmap
For a leading FinTech company preparing for a major product launch, we conducted an in-depth code assessment and remediation plan. Evaluated payment processing architecture, identified critical issues affecting performance and scalability, resolved authentication issues preventing iOS and Android functionality, and developed a detailed solution roadmap to guide optimization and ensure launch readiness. The result was a more stable, secure, and compliant platform ready to support users and transactions at scale.
Scale readiness assessment
Assessed multi-tenant SaaS platform for significant growth, evaluating architecture patterns, database scalability, and infrastructure capacity. Identified critical performance bottlenecks affecting user experience and system reliability, then developed optimization strategies for improved throughput and response times. Mapped AI opportunities for candidate matching and onboarding automation, providing a prioritized roadmap for intelligent feature integration. The assessment delivered actionable recommendations for scaling operations while maintaining system stability and user satisfaction.
How It Works
Timeline
2-4 weeks* typical engagement
*Timeline may vary depending on project complexity
Process
- Discovery: Review architecture docs, codebase samples, CI/CD setup, and operational workflows
- Analysis: Static code analysis, security scanning, performance profiling, and architecture review
- AI Mapping: Identify high-impact, low-risk AI insertion points in your workflows
- Delivery: Written report, architecture diagrams, prioritized roadmap, and live presentation
Best fit for
- •Mid-market to enterprise platforms (50-2,000 employees)
- •Companies considering significant platform investment or modernization
- •Technical leaders planning AI adoption or evaluating engineering capacity