Audit proof data for AI-driven growth
Audit proof data for AI-driven growth
AI won't eliminate competition — it will eliminate organizations that fail to utilize AI effectively. We engineer the data layer that decides which side you end up on: unified, governed, PII-safe, model-ready.
Catalog, lineage, classification, PII protection that holds under audit and feeds AI safely. The plumbing that keeps you out of headlines.
Pipelines, ingestion frameworks, and platform architecture that move data reliably at scale — from source to analytics-ready.
Semantic layers, RAG-ready vector stores, model-ready data contracts. The last mile — where data becomes a decision or a model input.
Mainframe, COBOL, AS/400, on-prem .NET refactored into services your platform team can maintain. Strangler patterns, not big-bang risk.
Semantic layers, RAG-ready vector stores, exec dashboards. The last mile — where data becomes a decision, a forecast, or a model input — finally working.
Discover sources, classify sensitivity, score AI readiness, surface technical debt.
Target-state design, landing zones, governance model, migration sequencing.
Move workloads and data with validation harnesses; PII protected at the boundary.
Catalog, lineage, quality SLAs, audit trails wired into the platform.
Analytics, semantic layer, AI/ML readiness — the data finally pays back.
| Industry | Where we focus | Typical stack |
|---|---|---|
| Financial Services | Risk reporting, BCBS 239 lineage, customer 360, fraud-model pipelines. | snowflake · collibra · databricks |
| Healthcare & Life Sciences | HIPAA-compliant PHI handling, EHR consolidation, clinical & claims analytics. | azure · purview · fhir |
| Manufacturing & Supply | OT/IT convergence, MES & ERP migration, supply chain visibility, demand AI. | aws · sap · kafka |
| Public Sector | FedRAMP-aware cloud moves, citizen data consolidation, legacy COBOL exits. | aws govcloud · informatica |
Six questions, six dimensions, four minutes. The console returns a readiness score across governance, lineage, quality, access, PII posture, and activation — no sales call required to see your number.
$ run readiness.audit