For established technology organizations and ambitious engineering teams, we provide deep technical expertise to tackle complex challenges — from AI strategy through large-scale platform modernization.

AI/ML Strategy & Roadmapping

Practical AI strategy grounded in technical reality. We help engineering leaders identify high-impact AI opportunities, evaluate build-vs-buy decisions, and build the infrastructure needed to ship AI products reliably.

• AI opportunity assessment and prioritization
• ML infrastructure and MLOps setup
• LLM integration strategy (RAG, fine-tuning, agents)
• Data pipeline architecture for AI workloads

Architecture Review & Modernization

Comprehensive architecture assessments that identify risks, bottlenecks, and modernization opportunities. We produce actionable migration roadmaps with clear business cases for each investment.

• System architecture review and documentation
• Migration strategy (monolith to microservices, re-platforming)
• Performance optimization and scalability planning
• Cloud architecture and cost optimization

Technical Debt Reduction Programs

Systematic programs to measure, prioritize, and reduce technical debt without disrupting product velocity. We help engineering leadership make the case for tech investment and execute it efficiently.

• Technical debt assessment and quantification
• Prioritized remediation roadmap
• Developer productivity measurement
• Engineering excellence initiatives

M&A Technical Diligence

Technical diligence for acquirers and investors evaluating technology companies. We assess codebase quality, architecture, team capability, integration complexity, and post-acquisition technical risk.

• Full-stack codebase and architecture evaluation
• Engineering team assessment
• Integration cost and complexity estimation
• Technical risk identification and mitigation planning