Data & Context Governance

Useful knowledge. Deliberate access.

Give agents the information their tasks need—not every document your organization owns. Keep source ownership, context boundaries and outbound data rules connected to the work.

See it in practice Explore capabilities

Research from permitted sources

A research assistant compares public vendor terms with a procurement checklist available to the analyst.

PerplexityVendor research
Research thread
Taylor · Analyst

Compare the vendor's public support terms with our approved procurement checklist.

Research assistant

I found the public terms. I need the checklist revision your role can read.

DriftGate

The permitted checklist is available for comparison.

Checklist accessRecorded
Allowed
Procurement checklist revision 6
Other contracts
Outside scope
Research assistant

Here is the comparison with source links and revision dates. I did not open the unrelated contracts.

Taylor · Analyst

Flag anything missing for a buyer to review before a purchase decision.

Ready
  1. Taylor
  2. Perplexity
  3. DriftGate
  4. Public terms and checklist
  5. Outcome
WHY IT MATTERS

More context is not always the right context.

An agent needs the right information for its task, not every document the organization owns. Source permissions, context revisions, retrieval configuration and sharing rules all affect what reaches a model and where it can go afterward.

DriftGate organizes context around its source, scope and approved use. Connect selected knowledge, retain provenance and choose how it is consumed: a live read, a reviewed snapshot, federated retrieval or a deliberately published provider-side copy. Keep authority attached to retrieval rather than relying on a model-generated filter.

HOW IT WORKS

Bring your knowledge. Keep its ownership.

A repository, document workspace or existing data platform can remain the authoritative source. A derived index or exported snapshot is a representation, not a second truth. Preserve the source identity and revision, the transformation used and the consumers allowed to use it.

Project-specific context remains project-specific. A shared workspace baseline does not give one agent access to every customer account or source connected elsewhere. A task lesson can become a project candidate; a project lesson can be proposed for a workspace; an organizational standard requires its own review.

01

Select

Choose the authoritative source and required access mode.

02

Scope

Bind current permissions, data classification and audience.

03

Use

Retrieve the permitted revision and preserve its lineage.

04

Govern

Control outbound destinations and deliberate sharing.

WHAT YOU CAN CONTROL

Data & Context Governance

D01

Knowledge bases

Connect selected sources and deliberately publish and bind approved knowledge revisions.

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D02

Vector stores

Use scoped, derived retrieval indexes where needed. Stale or failed indexing cannot satisfy activation.

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D03

Data classification

Carry sensitivity, ownership and intended-consumer labels into access and handling decisions.

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D04

Context isolation

Keep retrieval and context within declared boundaries. Separate sessions where isolation requires it.

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D05

Redaction and PII protection

Apply qualified redaction and data-handling controls without claiming perfect detection.

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D06

Data-access policies

Check current grants, connection state, source permissions and release approval at retrieval boundaries.

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D07

Retention and deletion

Apply defined retention to each data class and verify supported deletion outcomes.

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D08

Provenance and lineage

Trace released or retrieved context to its source, revision and transformation history.

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D09

Egress controls

Restrict supported outbound data paths and disclose what can actually be intercepted.

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D10

Cross-agent knowledge sharing

Share reviewed knowledge through explicit grants, purpose, audience and revision.

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THE OPERATIONAL RESULT

Share the useful lesson. Not the private conversation.

A support workflow’s useful lesson may be how to reconcile an uncertain refund—not the customer’s entire conversation or payment details. A reviewer can approve a reusable workflow improvement for the appropriate team without sharing unrelated source material. Context isolation and governed promotion make that distinction explicit.

YOUR QUESTIONS

A little more detail.

Must we migrate all our knowledge into DriftGate?

No wholesale migration is implied. Keep the authoritative source where it belongs and select live access, approved snapshots, federated retrieval or a supported replica as appropriate.

Does changing a profile erase previous context?

No. Information already placed in a conversation remains in that context. Use separate sessions where isolation requires them.

Does a shared lesson include raw private data?

Not by default. Promote a reviewed, appropriately scoped improvement with provenance and an explicit audience rather than merging everyone’s private context.

BUILD WITH INTENTION

Your next agent.
A better starting point.

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