Research and POVs
Benchmarks, ROI studies and engineering playbooks with citations to leading research and analyst sources. Our perspectives combine market analysis with practical delivery experience to bridge the gap between theory and execution.
Insights
Short, evidence‑based perspectives and case studies focused on outcomes, engineering and operations.
Our insights are grounded in delivery experience and market research from Gartner, Forrester, IDC, ISG, OECD, and the World Economic Forum. Each article includes frameworks, benchmarks, and actionable guidance backed by citations and real outcomes.
Case studies
Outcomes first; then approach, stack and measures that matter with realistic KPIs. Each case study includes business impact, technical approach, and lessons learned to help you apply similar patterns.
Featured insights
AI engineering maturity checklist
A practical rubric to assess readiness across agents, retrieval, evaluation, ModelOps and governance with links to source research. Use this to benchmark your organization and prioritize investments.
120‑day modernization blueprint
Sequenced workstreams for lakehouse, streaming, governance and FinOps that deliver value every two weeks. Includes week-by-week milestones and success criteria for each phase.
Security and responsible AI by design
Control sets that integrate identity‑first security and evaluation safety checks into delivery. Learn how to build secure AI systems without sacrificing velocity.