"Which systems are affected by the change in Software Release 4.2?"
Your biggest operational risk might be someone's next career move.
Mission-critical programs depend on institutional knowledge that often lives with a handful of cleared experts, not the institution itself. When they move on, critical reasoning moves with them.
AI Intime preserves that knowledge as a sovereign Knowledge Twin, ensuring it stays with the institution not the individual.
Two pressures meet in every long-running program. The people who hold its history are leaving faster than they can be replaced, and the record they leave behind cannot be handed to a commercial AI, because it cannot leave your environment.
"What was the rationale for the waiver on Subsystem B's thermal qualification?"
Requirements repositoryHolds the requirement as it stands. Not why it moved.
Qualification test reportRecords the result. Not the decision that followed it.
Review board minutesSays approved, with a date. Never says why.
The engineer who chaired itRetired, 2019.
The cost of a gap
A qualification repeated, a settled investigation reopened, a decision that cannot be defended when oversight asks. In a program of record, institutional memory is mission assurance.
Why generic AI cannot do this
The tools everyone else is buying assume your data can leave.
Copilot-class assistants are cloud-first by design: the question has to reach a model you do not accredit. Inside an air-gapped environment, that path does not exist.
Your accreditation boundary
"Why was the waiver on Subsystem B approved?"
Answered inside
Cross-system synthesis, every answer traced to source and scoped to the asker's clearance.
On-premise · air-gapped
×
Commercial cloud AI
Copilot, Glean, Joule. Cannot reach inside - blocked at the boundary, nothing to evaluate.
Every answer is planned, investigated, verified and fully traceable before it is returned.
Search is not synthesisRetrieval inside one app solves a fifth of the problem. Your questions span systems.
Standard RAG breaks hereIt cannot link a parameter to the test method that produced it, or the batch it belongs to. AI Intime builds a custom parsing agent that maps those relationships explicitly.
A platform, not a productNew domain agents are built for whatever the program needs, inside the gap.
The air gap is where we start, not where we stop.
Every agent, workflow and integration is built inside your boundary, on the models you are cleared to run. If you can scope the use case, we can build it there.
What's at risk
The knowledge no system of record holds.
None of it lives in your document management system. All of it carries governance and mission weight.
01
Qualification rationale
Why a test passed, was waived, or was conditionally accepted.
02
Requirement history
Why a requirement reads the way it does, and what it replaced.
03
Waiver & deviation decisions
Concessions agreed in review boards, recorded thinly if at all.
04
Investigation & anomaly history
The failure signatures and closures a veteran carries in their head.
05
Compliance & audit reasoning
The rationale that makes an oversight response defensible.
06
Cross-program lessons
A problem solved on one program, unknown to the next.
Sovereign by architecture
Security is the precondition, not a setting.
Built for defence, space, energy and critical-infrastructure programs where data cannot leave the environment it lives in.
A query is planned, retrieved, cross-referenced, verified and traced by specialised agents against a sovereign knowledge graph - then reaches your program systems only through governed connectors, and returns as a single provenance-linked answer. Every agent, connector, system and record stays inside your boundary - nothing reaches out.
Your accreditation boundary
PlanRetrieveCross-refVerifyTrace
AI INTIME · KNOWLEDGE GRAPH
CONNECTORS
RequirementsQual & TestPLMMESQMSDocuments
Governance · Clearance + Provenance
Traced answer
Every claim linked to its source - nothing reaches out.
Facts an accreditor can verify, not adjectives:
Architecture
Agentic framework over a sovereign knowledge twin
Deployment
On-premise or fully air-gapped
Outbound connections
0
Data residency
Inside your accreditation boundary, end to end
Access model
Follows clearance and need-to-know
Answer provenance
Every answer traced to its source
Model dependency
None - approved models swap in at any time
Isolation
Separate instance per program and classification
The outcome
Operational intelligence that stays with the institution.
The same program work, before and after the knowledge is captured.
Oversight & audit response
Rationale rebuilt from scratch, and sometimes not recoverable at all.Every answer traced to its source, so the response holds up under scrutiny.
Expert departure or rotation
Decades of program reasoning leave the institution with the person.Knowledge stays with the institution across retirements and transitions.
Reaching what one specialist knew
One person, often unreachable exactly when the question is urgent.Any cleared team member, at any hour, scoped to their need-to-know.
Qualification & investigation work
Weeks of document review before the actual work begins.Begins from structured program knowledge, not a document search.
Ask in plain language
There is no list of supported questions.
No query syntax, no menu to choose from. The Knowledge Twin answers across every program, system and decision it holds - the four below just show the kinds of question people bring to it.
"Investigate every qualification affected by Software Release 4.2, identify the rationale for each, and flag conflicting requirements."Impact analysis
"Trace the Subsystem B thermal waiver back to the decision that approved it, and show the evidence it rested on."Decision trace
"Review every investigation touching Component 7 over ten years and summarise the recurring failure signatures."Pattern detection
"Compare Revisions C and D, find what drove each change, and list what is still unresolved."Change comparison
Your program, your questionOpen prompt
Answered inside
Whatever the question, the answer is produced inside your environment, traced to its source and scoped to the asker's clearance - including fully air-gapped.