Agentic Data Product Operations

Build, Govern & Operate Data Products with AI

KieHub connects your enterprise data stack and automates the workflows required to turn raw data into trusted, governed, production-ready data products.

And when off-the-shelf isn't enough, we ship business-ready custom agents built for your requirements.

Build faster

Automate discovery, modeling, mapping, transformation and contracts — ship data products in a fraction of the time.

Govern continuously

Classification, quality, lineage, ownership and policies are built into every workflow — not bolted on afterward.

Operate intelligently

Observe data products, investigate incidents and coordinate remediation automatically across your stack.

One intelligent layer across your existing data stack

End-to-end
Data product lifecycle
Continuous
Governance & quality
No rip &
replace required
Bedrock
Foundation models
The problem

Your data stack is powerful — but fragmented

Enterprises invest heavily in warehouses, catalogs, transformation and governance tools. Yet turning raw data into trusted data products still means stitching those systems together by hand — slow, inconsistent, and hard to govern.

Weeks
to ship a data product

Discovery, modeling, mapping, contracts and governance are manual and handed off across teams.

Siloed
tools & context

Snowflake, dbt, Collibra, Jira and quality tools don't talk to each other — knowledge lives in people's heads.

After-the-fact
governance

Classification, PII, lineage and quality are applied late, so trust is claimed rather than proven.

What KieHub does

Don't replace your data stack. Orchestrate it.

KieHub becomes the intelligence and workflow layer across the investments you've already made — Snowflake, dbt, Collibra, AWS, the Atlassian suite and more. Ask it to create a new data product and it coordinates the whole journey end to end.

GOVERNANCEPRODUCTSQUALITY & TRUSTENGINEERINGACCESS, PII & DELIVERYSupervisor AgentPlans · routes · delegatesData RetrievalRAG / semanticDeep AgentText-to-SQL · runs sub-agentsRAG AgentText-to-SQL AgentGovernance AgentAnalytics AgentAnalysisReasoning & insightKnowledge CuratorGoverned contextGuardrails + PIIPolicy · masking · RBACCollibraGovernance syncData CatalogAsset discoveryData ContractProducer ↔ consumerTechnical ProductDatasets · APIs · modelsService ProductAgents & endpointsBusiness ProductDecisions & insightGovernance ProductPolicy-compliant assetsData QualityRules & scoringData ObservabilityFreshness & anomaliesData TestingCI assertionsMapping & TransformETL logicData Modellingdbt modelsSemantic LayerMetrics & definitionsData ClassificationPII detectionRBACAccess controlJiraTickets & actions
DelegationGoverned contextQuality signals → SupervisorAnalysis output → Data ProductGuarded / PII flow
Supervisor CoreSpecialist AgentsGuardrails + PIIGoverned Components
Custom agents

We ship business-ready custom agents

When a requirement falls outside our ready-made workflows, our team designs, builds and delivers a custom agent for it — grounded in your data, wired into your systems, and governed by the same guardrails as everything else on KieHub. Not a prototype — a production-ready agent your business can rely on.

01

Scope

We map the business problem, data and success criteria with your team.

02

Build

We compose the agent from specialist skills and wire it into your stack.

03

Govern

Guardrails, PII policy, approvals and evaluation are built in from day one.

04

Ship

We deploy a production-ready agent and hand over a reusable asset.

Agents we build

Governed Text-to-SQL assistant

Answers business questions in safe, policy-checked SQL over your warehouse.

Domain specialist agent

Encodes a business domain's expertise, rules and context on tap.

Contract & compliance agent

Watches data contracts, flags breaking changes and drafts remediations.

Observability & incident agent

Detects anomalies, finds root cause and opens tickets automatically.

Have a requirement no off-the-shelf product covers? We'll scope it on the demo call.

Request a custom agent
For your engineers

Reusable agents, skills & tools

When your team is ready to look deeper, every workflow is built from composable building blocks — orchestration and specialist agents, reusable skill presets, and the concrete tools they call.

Coordination layer

Orchestration

The brains that plan, route and coordinate every run.

Agent

Supervisor

Decomposes goals and delegates to specialists.

Add to canvas
Agent

Deep Agent

Long-horizon, multi-step autonomous reasoning.

Add to canvas
Agent

Router

Sends work down the right branch by intent.

Add to canvas
Agent

Aggregator

Merges parallel agent outputs into one answer.

Add to canvas
Agent

Sub-Workflow

Reusable graphs composed inside larger ones.

Add to canvas
Agent

Knowledge Curator

Keeps governed context fresh and grounded.

Add to canvas
Industries

Built for mature, regulated data estates

The same engine adapts to the hardest data problems in each sector. Pick an industry to see the problem, the KieHub solution, and the workflows behind it.

Governed answers, fast

Financial Services

Seconds
to a lineage-backed answer

The problem

Analysts wait days for governed answers buried across warehouses, contracts and compliance docs.

How KieHub solves it

A Supervisor routes questions to Text-to-SQL and Retrieval agents, guardrails enforce policy, and answers ship with full lineage in seconds.

Orchestrated by

SupervisorText-to-SQLGuardrailsData Contract

One intelligent operating system for data products

Build. Govern. Deploy. Observe. Improve. All through intelligent workflows across your existing data stack.