Control plane for human-supervised AI development

Know what should exist, what actually changed and what proves it.

Xohre turns product intent, agent execution, implementation state and evidence into one connected development model. Continuous reconciliation shows where reality diverges from intent before that gap becomes institutional memory loss.

Request a controlled pilotExplore intent memory
  • Intent memory
  • Reality model
  • Continuous reconciliation
CANONICAL RECORD GRAPH
REQRequirementv8 · accepted
DECDecisionaccepted
CTXContext Packsealed
EVDEvidencefresh
RLSReleaseready
A product view, not a brochure diagram

See one requirement stay connected to the decisions, AI context and proof around it.

The preview shows the operating pattern Xohre applies across software delivery: stable record identity, immutable versions, typed relationships, current verification and a bounded AI handoff.

  • Current intentThe accepted requirement and lifecycle state remain explicit.
  • Visible impactDecisions, interfaces, tests and release evidence stay linked.
  • Bounded AI workThe agent receives exact versions, repository scope and verification expectations.
Explore the workspaceRequest a pilot
Payments modernizationGoverned workspace
Pilot workspace
REQUIREMENTS12 current
REQ-0042 · VERSION 8

Verify subscription activation before capability becomes available

ACCEPTED

Business capability becomes available only after trusted provider evidence is reconciled with the account and workspace activation state.

OwnerProduct & Billing
CriticalityHigh
ChangedToday
CONNECTED DELIVERY CONTEXT6 current links
DEC-0017constrainsProvider-confirmed activation
API-0012implemented bySubscription activation command
VRQ-0028verified byActivation state evidence
RSK-0009mitigatesPartial commercial activation
The Xohre control model

A living system of record for human-supervised AI software development.

The platform preserves durable intent while accepting that implementation reality can move faster than detailed documentation.

01

Intent memory

Requirements, constraints, decisions, architecture and delivery records preserve the accepted direction and why it exists.

02

Reality model

Repository changes, agent outcomes, tests, integrations and release state become observable development facts connected to intent.

03

Semantic delta

Material changes are captured as affected concepts, decisions and evidence rather than as another complete documentation rewrite.

04

Reconciliation

Expected and observed state are compared to expose stale records, conflicts, missing links and unresolved consequences.

05

Evidence

Tests and operational proof support exact claims, targets and versions, with freshness that can change as the system changes.

Evidence and release
06

Human governance

Role-specific views compress machine-scale activity into the material decisions, risks and exceptions people remain accountable for.

One platform foundation

Public, account, workspace and owner surfaces share the same control model.

01

Public acquisition

Explain product scope, plans and trust boundaries without allowing marketing state to grant runtime authority.

02

Account control

Manage commercial state, members, billing and entitlements at the account boundary.

03

Governed workspace

Run the engineering knowledge graph and AI-assisted workflows inside isolated customer work scope.

04

Platform operations

Operate global configuration, models, releases, evidence and estate administration through a workforce trust domain.

See the closed loop

Intent becomes context. Agent work becomes delta. Delta becomes governed reality.

Explore how Xohre preserves durable intent, gives agents bounded context and reconciles their output back into current evidence and human oversight.

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