Agentic squads for enterprise data transformation.
AI squads that ready your data estate for AI — and get better at it with every delivery.
Contact UsDelivery that
compounds
A persistent agentic squad that understands your data estate, does the real migration and modeling work, verifies every result against a contract, and compounds only what it proves.
Your agentic data squad.
You deploy a squad. It makes your data AI-ready and compounds with each project. Verify is the hinge — only what an oracle attests gets kept, so the squad gets better instead of accumulating noise.
Understand
Your systems, schemas, lineage, rules and definitions — a living model of your data estate.
Act
Migrate, model, reconcile, govern — real delivery on a graph, not advice.
Verify
Every task closes against a contract: row, aggregate and checksum parity. Nothing advances unverified.
Learn
Only verified work is captured; only what recurs independently travels. Your context stays yours.
New primitives for agent-driven delivery.
Every verified delivery abstracts into reusable capability. Raw data stays with you — patterns, connectors and verification compound into the platform.
Blueprint
Executable enterprise knowledge — personas, scenarios, architecture, data model, business rules and delivery, all in one living document the squad runs from.
Agent Squad
A persistent team of specialized agents — architect, integration, modeler, verifier — with shared context and coordinated execution. Every deliverable has a doer and an independent verifier.
Experience Graph
Every verified delivery distilled into a queryable knowledge graph — schemas, lineage, controls and rules. Ask it anything; it shows its work and cites the source.
Delivery Harness
A connected execution fabric linking work, artifacts, dependencies, verification and execution state into one system — every mission runs as a dependency graph, each task owned by an agent and closed only when its verification contract passes.
Multiplayer AI for Agents & Humans
Agents and people work the same surface. Every artifact has an author, a reviewer and a validator — human or agent — with live presence and full history, so nothing ships without a second set of eyes.
Only verified work compounds.
Raw data stays with you. Derived capability — patterns, connectors, verification — compounds into the squad. Each mission arrives with a growing share already solved.
Blueprints
How delivery is run — graph, orchestration, observability, governance.
Connectors
Oracle, SAP, mainframe DW, Snowflake, Databricks — reusable forever.
Verification
Test generators, equivalence checkers, parity and reconciliation gates.
Experiences
Patterns and benchmarks distilled from many data transformations.
Enterprise delivery is being remade by AI.
Enterprise data transformation will be fundamentally transformed by AI — increasing automation from goal to proven systems.
Learning becomes programmatic. Delivery exhaust is harvested into reusable skills, connectors and verification.
Enterprise platforms turn agent-ready. Discovery, migration, testing and deployment become programmable surfaces.
People-intensive delivery models can't compete with AI-native, software-defined delivery.
See a squad on your estate.
Bring one high-stakes data workload. We'll show you verified delivery.