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Decision assurance
Connect critical metrics and decisions to owners, controls, remediation and verified evidence.
Enterprise data and AI control plane
Turn fragmented enterprise data into trusted decisions.
VikiData connects data, master records, governance, quality, lineage and governed AI in one tenant-aware operating layer—without forcing the enterprise to replace its existing stack.
One asset identityData, analytics, models, agents and policies share a canonical registry.
One relationship graphTrace sources, decisions, consumers and downstream impact end to end.
One policy layerApply access, quality and AI controls consistently at runtime.
One evidence chainProve who changed what, why it changed and whether it worked.
Business outcomes
Governance that operates, not just documents.
Give leaders measurable trust while giving data teams one workflow for detecting, explaining and resolving issues.
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Trusted master data
Resolve fragmented records into governed golden entities with explainable matching and stewardship.
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Governed AI
Control agent identity, purpose, data, tools, approvals and runtime actions through a trust gate.
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Operational recovery
Return to a trusted point, simulate impact, approve corrections, replay and certify the outcome.
One operating workflow
From signal to verified resolution.
Every issue follows the same accountable path across data, MDM, governance and AI.
1
DetectObserve quality, drift, access and runtime signals.2
ExplainTrace source, lineage, logic and business impact.3
AssignRoute to the accountable owner or steward.4
RemediateCorrect data, policy, SQL, mappings or metadata.5
VerifyCompare before-and-after evidence.6
CertifyClose only when the outcome is proven.Unified platform
One control plane above the data estate.
Use the capabilities together or adopt them incrementally around current cloud and enterprise systems.
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Data foundation
- Catalog and discovery
- Classification and metadata
- Quality and observability
- Lineage and lifecycle
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Master data and entities
- Entity resolution and golden records
- Match lifecycle and survivorship
- Reference data and hierarchies
- Product 360 and temporal snapshots
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Governance and trust
- Ownership and stewardship
- Policies, contracts and compliance
- Decision assurance and evidence
- Governed recovery
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AI and agent governance
- Models, agents and use cases
- Purpose and delegated authority
- Trust Gate and human approval
- MCP and governed tools
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Unified governance catalog
- Canonical enterprise asset identity
- Cross-asset relationship graph
- Unified policy enforcement
- Tenant-scoped evidence
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Enterprise operations
- Federated query and pipelines
- Streaming and event intelligence
- Reverse ETL and delivery
- APIs and production runtime
Enterprise ready
Secure identity and evidence are built into the workflow.
VikiData uses tenant-aware access, AWS Cognito authentication with MFA, role alignment and recorded decisions so governance is enforced—not assumed.
Tenant-isolated data and actions
Cognito OIDC + PKCE authentication
Human approval for sensitive actions
Tamper-evident activity history
Fail-closed API authorization
Point-in-time recovery controls
See your own data estate through one governed lens.
Schedule a guided demonstration or request a tenant-isolated trial environment.