01 / DATA PLATFORMS
Turn fragmented legacy databases and streaming feeds into high-throughput, governed lakehouse foundations. We design production Delta Lake pipelines, conformed dimensional models, and certified semantic layers.
- Databricks, Delta Lake, PySpark, Unity Catalog, and dbt architecture
- Governed semantic layers and metric registries eliminating cross-department KPI battles
- Performance tuning (Z-Ordering, Liquid Clustering, ACID incremental streaming merges)
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02 / AI GOVERNANCE
Scale AI without accelerating chaos. We build production-ready agentic systems and automated workflows wrapped in hard financial cost caps, model routing, schema contracts, and enterprise access policies.
- Hard cost caps & rate limits stopping $100k surprise bills from $5k pilots
- Dynamic model routing (right model for the job — no $200 calls for $0.002 tasks)
- Autonomous case management, invoice intelligence, and internal AI systems
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03 / LEAN ENGINEERING
Replace bloated, slow 5-person dev squads with a lean 2-person pod of elite senior architects powered by AI tooling. Ship 3x–4x faster with 50% lower overhead and built-in production resilience.
- Person 1 (Product & Stack Architect) + Person 2 (Data & Systems Specialist)
- Eliminate the 1-person trap (burnout, cognitive fatigue, and 3 AM data outages)
- Fractional technical leadership, rapid MVP builds, and enterprise modernization
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04 / PRODUCTS
Turn accounting vouchers into real-time operational visibility. Escape the evening Excel export routine with automated stockout risk alerts, customer credit tracking, and actionable replenishment workflows.
- Zero-effort integration with Tally and distribution ERPs
- Visibility → Recommendation → Action loop for operations teams
- Prevent margin leakage and overdue receivables automatically
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