Data · Context Plane

Governed context for every agent answer.

Connect your sources once, retrieve with the same permissions your people have, and cite every claim back to its source — a data layer built for agents, not dashboards.

Context stack Permissioned retrieval
01
Sources
DocsSQLDrivesSaaS
02
Knowledge
VectorsGraphKeywords
03
Policies
ACL-awarePII masked
04
Answers
CitationsLineage
Context architecture

One question, four governed layers.

ZIRAX organizes sources, knowledge, policies and citations into context an agent can use — and an auditor can trace.

Hybrid retrievalACL-awarePII maskingCitations
Sources

100+ managed connectors for databases, drives, wikis, tickets and SaaS — syncing in real time.

Knowledge

Documents, entities and relationships land in vector, graph and keyword indexes — one hybrid retrieval call.

Policies

Retrieval inherits your existing permissions; sensitive fields are masked or redacted before the model sees them.

Citations

Every chunk carries provenance, so answers link back to the exact source, version and time.

Workflow

Sources → knowledge → policy → cited answer

01

Connect sources

Plug in databases, object storage, docs and SaaS with managed connectors.

02

Build knowledge

Index into vectors, graph and keywords; resolve entities across systems.

03

Apply policy

Enforce ACLs, residency rules and PII masking at retrieval time.

04

Retrieve & cite

Return permissioned context with lineage attached to every claim.

Capabilities

Context agents can trust

100+ connectors

Managed, incrementally-syncing connectors for warehouses, databases, drives, wikis and SaaS apps.

Hybrid retrieval

Vector, keyword and graph retrieval fused and reranked in one call — tuned for agent tasks.

Permission-aware

Agents retrieve only what the user they act for is allowed to see — no permission laundering.

PII masking

Detect, mask or redact sensitive fields before they reach any model, with policy on what stays.

Lineage & citations

Every answer cites its sources with version and timestamp; provenance survives into logs and evals.

Eval-ready datasets

Curate golden sets from production traffic to measure retrieval and answer quality over time.

Why it matters

Answers you can defend

100%

Of retrieved context passed through access policy before reaching a model.

Every claim

Attached to source citations with version, owner and timestamp.

Real time

Incremental sync keeps context current as sources change.

Give your agents context they can cite

Connect your first sources in an afternoon and see retrieval governed end to end.

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