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AI-native · agent-agnostic

Agents are only as smart as the context you give them.

Inafera Data gives every AI agent the same governed, explainable customer truth your people use. AI-native inside the platform. Agent-agnostic at the edge.

Request Early Access See AI capabilities
Any agentOpen interfaces, no vendor lock-in
GovernedScopes, masking and audit per agent
Your modelBring your own key and provider (planned)
AI-native · agent-agnostic

Built for AI from the first record. Locked to no agent.

AI works inside the mastering lifecycle, not bolted on at the end. And when agents need customer context, they get governed golden records through open interfaces, whichever model, framework or vendor you choose.

AI inside the pipeline

Match suggestions, quality checks and enrichment, always reviewable by a steward.

Any agent, one policy

Agents read through the same permissions and audit trail as people and apps.

Your model, your keys

Choose the model provider and keep data-transfer limits. BYOK is on the roadmap.

Ask in plain language

Natural-language search over mastered data for business users.

Preview 
# Any agent framework · any LLM
POST /v1/golden/organization/search
Authorization: Bearer <agent-scoped token>

{
  "query": "Acme Industries, New York",
  "purpose": "renewal-assistant",
  "fields": ["legal_name", "city", "tax_id"],
  "explain": true
}
Scoped per agentField-level maskingEvery read audited
Agent-agnostic

Bring any agent. We bring the truth.

Golden records are served through open, documented interfaces. Use the model, framework or vendor you prefer today, and switch tomorrow without re-plumbing your data.

  • Works with any LLM or agent framework
  • REST and events today; MCP in preview
  • No proprietary agent lock-in
GET /v1/golden/person/{id}?explain=truePreview
{
  "id": "PER-104882",
  "name": "Emily Carter",
  "email": "e.carter@acme.com",
  "phone": "masked: policy pii.phone",
  "confidence": 0.96,
  "sources": ["crm", "billing", "support"],
  "audit_id": "aud_9Kp1…"
}
REST APIEventsMCP (preview)Any LLMAny agent framework
Governed access

Every agent gets a badge. And a paper trail.

Agents authenticate like any other client. Scopes limit what they can see, policies mask sensitive fields, and every read is logged against the agent that made it.

  • Per-agent scopes and purposes
  • Field-level masking by policy
  • Attributable audit log for every request
Security layersby design
Tenant isolationper tenant
SSO + role-based accessRBAC
Encryption in transit & at restTLS · AES
Audit log on every read & writeimmutable
Data residency by regionUS · UK · EU · UAE
AI inside

AI that proposes. People who decide.

Inside the platform, AI accelerates matching, quality and enrichment. Stewards stay in control, and every AI suggestion is labelled as one.

  • Suggestions, never silent changes
  • Confidence and evidence shown with every proposal
  • Human approval recorded on the record
Steward workbench · review queue3 open
Merge: Emily Carter ↔ E. CarterAI suggestsBilling + CRM · same email, phone differs
ApproveReview
confidence 0.92
Merge: Northwind Ltd ↔ Northwind LimitedAI suggestsCRM + ERP · tax ID match
ApproveReview
confidence 0.88
Split: J. Smith (2 people?)Support · conflicting addresses
ApproveReview
confidence 0.41
AI capabilities

Honest labels. Real roadmap.

We label every AI feature as preview or planned until it is validated in production.

AI-assisted matching Preview

Suggests likely matches with evidence, for a steward to approve.

AI data quality Preview

Spots anomalies, formats and gaps as data arrives.

Generative enrichment Preview

Drafts missing attributes from approved sources, clearly flagged.

Natural-language search Preview

Ask for customers in plain English; get governed answers.

Agent Gateway (REST, events) Preview

Scoped, audited access to golden records for any agent.

MCP server Preview

Expose golden records to MCP-compatible agents and tools.

Bring your own key / model Planned

Choose the model provider and control data transfer.

Copilots for stewards Planned

Explain a match, summarise a record, propose a fix.

Your agents deserve a single source of truth.

Join Customer Zero and put governed customer context behind your first production agent.

Apply for Customer Zero Talk to the team