Modernize. Automate. Govern.
AI‑assisted data engineering that accelerates migration, cuts costs, and future‑proofs your enterprise.
Challenges we solve
Addressing critical data engineering pain points
Legacy & Risk
Disconnected pipelines, brittle ETL, and high‑risk migrations that threaten uptime and data integrity.
Manual Toil
Human‑heavy ingestion and transformation work that slows delivery and inflates cost.
Governance Gaps
Lineage, access control, and compliance issues that put the business at risk.
Performance & Cost
Unoptimized jobs, storage bloat, and runaway cloud bills.
Capabilities
Comprehensive data engineering solutions
AI‑Assisted Migration
- Automated schema discovery & mapping
- Pipeline refactoring & compatibility checks
- Incremental cutovers with rollback safety
Metadata‑Driven Pipelines
- Bronze–Silver–Gold architecture
- Parameterization & reusable templates
- CI/CD for data with automated tests
Observability & DQ
- Anomaly detection & drift monitoring
- Lineage, audits, and SLA tracking
- Data validation & reconciliation
Any Stack, Your Terms
- Azure, AWS, GCP, Snowflake, Databricks
- Streaming (Kafka) & batch (Spark, dbt)
- On‑prem, hybrid, or air‑gapped
Why TrueEdge
Our unique approach to data engineering
Privacy‑First Architecture
Your data never leaves your control. Deploy on your infrastructure with enterprise‑grade security.
Speed with Safety
Automations accelerate delivery while governance—access, lineage, validation—guards quality.
Ready to Transform Your Data Infrastructure?
Start your journey toward modern, automated, and governed data engineering with TrueEdge AI.