01
A queryable organization
Siloed systems become one permission-aware, freshness-validated view that can be queried on behalf of any job.
Context assembly
Patent-pending innovations
The governed context plane for enterprise AI.
The Enterprise Context Fabric introduces new ways to assemble, query, prioritize, deliver, and prove enterprise knowledge—making AI not just capable, but trustworthy.
See how it worksInnovations underneath every interaction
02
Relevance before retrieval
Signals are scored before they cross the network, reducing unnecessary calls, cost, exposure, and noise.
Retrieval efficiency
03
Modes shape context for the job
A governed contract defines what each person or agent needs for the work at hand and enforces those bounds automatically.
Job-aware delivery
04
Audit receipts that prove
Every governed interaction leaves a content-free, tamper-evident receipt that can be independently verified.
Verifiable evidence
01 Assemble
Connect signals. Respect authority.
Before AI can help, the Fabric reaches across systems of record and determines what exists, what is current, and what this specific user may see. Permission decisions happen before any data moves.
- Permission-first retrieval — Denied sources are excluded before retrieval—not filtered after.
- Freshness awareness — Each source carries its own staleness threshold.
- Evidence gaps — Unavailable sources are named and carried forward so the AI knows what it does not know.
Who benefits: AI teams, IT security, and the CIO
signal-authorization · renewal-request
Sources evaluated for this request
CRM · account recordAuthorized
Support historyAuthorized
Contract termsAuthorized
Finance forecastDenied
Other accountsDenied
Evidence gap noted: Q3 usage report unavailable
02 Process
The job defines the rules. The rules run first.
Every kind of enterprise work has different stakes, data needs, and controls. Modes translate those requirements into a runtime contract that is applied consistently without extra configuration from the user.
- Job-aware governance — A renewal, compliance review, and incident response each receive different controls.
- Sufficiency gates — Incomplete context produces an explicit gap report instead of an overconfident answer.
- Sensitivity ceilings — Confidential sources stay outside model reasoning when the job does not permit them.
Who benefits: Operations leaders, finance, and risk teams
governance-contract · renewal-mode
Job intent
Prepare renewal briefing
Sufficiency
Account, tickets, renewal date
Sensitivity
Internal only
Synthesis
Bounded model eligible
Evidence
Signed receipt required
03 Deliver
The right answer for the right person—governed, not guessed.
The employee, agent, or model receives the minimum trusted context for the job—not a database dump. The package is permission-scoped, freshness-validated, and appropriate for its audience.
- Minimum sufficient context — Only what the job needs is delivered, reducing hallucination, cost, and exposure.
- Model-neutral delivery — The governed package works across commercial and private models.
- Declared synthesis — Every package records whether rules, templates, or model reasoning produced the output.
Who benefits: Employees, AI agents, and business leaders
context-bundle · renewal-brief
Meridian Health · renewal situation
- Renewal date
- 14 days
- Open tickets
- 3 priority 2
- Platform usage
- 94% capacity
- Comparable renewals
- +8% ARR
Evidence gaps
Economic buyer unconfirmed · Q3 usage source unavailable
mode: bounded_model · sources: 4 · denied: 3
04 Verify
Every interaction leaves proof. Not a log—proof.
After every governed interaction, the Fabric produces a structured, tamper-evident record of what was requested, authorized, used, denied, and how the output was produced.
- Content-free receipts — The proof records what happened without storing prompts or source content.
- Hash-chained ledger — Each receipt links to the one before it, making tampering immediately visible.
- Independent verification — Auditors and security teams can verify evidence without vendor involvement.
Who benefits: Compliance, security, auditors, and regulators
signed-receipt · content-free
- transaction
- txn:8f3a…c2d9
- job_type
- customer_renewal
- sources_used
- crm, support, contracts
- sources_denied
- finance, phi
- content_in_receipt
- false
- bundle_hash
- sha256:3bc7…9a01
- chain_prev
- sha256:f8d2…3c47
- signature
- ed25519:7f2a…b8c3
Independently verifiable
Context match
Do you see your situation here?
Describe what slows your team down, in your own words. We'll point you to the part of the Fabric that matters most for it.
Built for the enterprise conversations that matter most.
The Fabric governs context at every stage—so AI works with what it should know, proves what it did, and never exceeds the authority it was given.
CTO & CIOCEOCFOCISOCompliance