Data & Applied AI
Intelligence with lineage you can defend
Data foundations, models and governance that let large organizations act on what they already know, with lineage a regulator will accept.
Turn fragmented enterprise data into defensible action
We bridge the gap between raw operational records and production intelligence—without compromising compliance or data privacy.
Traceable Data Lineage
Every transformation, feature store, and model inference logged for regulatory and internal audit.
Faster Analytics & Reporting
Replacing fragile manual spreadsheet joins with automated, query-optimized warehouse layers.
Reduction in Manual Triage
Applied document intelligence and RAG workflows that automate repetitive operational reviews.
BEYOND THE AI HYPE
AI models are only as trustworthy as the pipelines feeding them.
Too many enterprises are stuck with brittle nightly ETL scripts, siloed operational databases, and proof-of-concept AI pilots that cannot go live because nobody can prove where the output came from. We engineer production-grade data foundations and applied AI systems grounded in deterministic business rules, strict access controls, and end-to-end auditability.
- End-to-end data lineage tracing every metric and AI output to its source record
- Private, zero-leakage LLM and RAG deployments inside your own cloud perimeter
- Fault-tolerant batch and real-time streaming pipelines (PostgreSQL, Kafka, dbt, Snowflake)
- Statistical and ML models tied directly to operational P&L metrics
Core capabilities
Modern Data Engineering & Pipelines
High-throughput ELT/ETL pipelines, event streaming, and lakehouse architectures engineered for schema evolution and zero data loss.
Production Applied AI & RAG
Domain-specific LLM workflows, semantic search, and intelligent automation grounded strictly in your verified enterprise knowledge base.
Data Governance & Regulatory Lineage
Automated data cataloging, PII masking, role-based column security, and audit trails built for FinTech, healthcare, and regulated sectors.
Predictive Modeling & Decision BI
Rigorous statistical modeling, demand forecasting, churn scoring, and executive BI dashboards with a single source of truth.
OUR EXECUTION MODEL
How we take data and AI from notebook to production
We treat data pipelines and AI models with the same rigor as core transactional software.
Unify and clean siloed operational data
We ingest data from legacy ERPs, transactional databases, and third-party APIs into a structured, versioned warehouse.
Automated data quality contracts and schema validation
Change Data Capture (CDC) for real-time replication
Unified semantic layer for consistent business definitions
Want to move your data and AI initiatives from isolated demos into governed production? Book a 30-minute readiness assessment with our data architects to review your pipeline bottlenecks and identify high-ROI automation targets.
Book a Data & AI Readiness Audit