The context behind the work
Connect AI to the knowledge your work depends on.
We capture your team’s expertise, connect the records and rules behind one workflow, and make that knowledge usable by your AI application—with sources, permissions, and retrieval checks in place.
Discuss your workflowBuilt around your
existing sources
Built around your expertise
We review procedures and historical work with your specialists, capturing why a decision was made, which exceptions mattered, and who reviews the result. Your team checks the captured knowledge before the workflow uses it.
Your operational knowledge graph
We map the relationships between assets, work packages, procedures, historical decisions, and reviewers. This operational knowledge graph gives AI the context for your workflow. Each connection retains its evidence, applicable version, owner, and review status.
From records to understanding
See how the right context
changes a routine review.
01 / Source records
Current today.
Valid for the job?
The certificate is linked to contractor package CP–104. The P6 milestone tells us when that contractor is due to start.
- Certificate expiry
- 24 September
- Mobilization
- 26 September
02 / Operational relationship
The dates do
not line up.
The planned start falls after the certificate expires. The review needs both dates and the requirement for cover at mobilization.
- Applies to
- Work package CP–104
- Requirement
- Cover at mobilization
03 / Review boundary
Show the evidence.
Ask the owner.
Flag the mismatch, attach the source records, and route the question to the capital delivery approver. The agent does not approve the package.
- Review owner
- Capital delivery
- Next action
- Request updated evidence
Fictional example showing our delivery approach. Systems and connections are scoped for each engagement.
What your team receives
Your knowledge.
Connected and usable.
A reviewed knowledge map and working connections to your AI application. We link the sources your workflow needs, from P6 schedules and Maximo assets to procedures in SharePoint.
Your handover includes a source inventory, retrieval-validation results, and a maintenance plan with named owners. Source versions, permissions, and unresolved knowledge gaps remain visible.
Grounded in your operation
Give every answer
a place to stand.
For contractor package CP–104, the knowledge map connects the certificate, mobilization date, applicable requirement, and capital delivery approver. The review can trace each relationship to its source.
Your experts establish which sources take precedence and review captured judgment separately from approved procedures. We document how to handle missing information, conflicting records, and decisions that need a person.
Your expertise. Made usable.
Built with your people.
Ready for the workflow.
Capture and connect
Start with one workflow and the specialists who know it. Review approved procedures, historical records, and the reasoning behind past decisions.
Map the assets, requirements, exceptions, and approval responsibilities that matter. Confirm each source’s owner, version, access rules, and review status.
Receive the reviewed knowledge map and working connections to your existing AI application or agreed implementation, with source references and access rules in place.
Verify retrieval and maintain
Check representative tasks and difficult exceptions to verify that the application retrieves the right asset, procedure, revision, and supporting records.
Receive retrieval-validation results showing the evidence found, unresolved gaps, and handling of missing or conflicting records. Full workflow performance can be assessed through Custom AI Models & Validation.
Receive operating documentation, named owners, and update triggers for changes to procedures, records, or responsibilities, so the knowledge stays current.
Context in practice
Connect submissions, contract requirements, and P6 milestones so a reviewer can see whether a package is ready for the planned work.
Illustrative workflow · scoped with your team
Connect asset identity, maintenance history, procedures, and open work orders to give a maintenance workflow the context for its next review.
Illustrative workflow · scoped with your team
Link project schedules, scope changes, commitments, and decision records so a team can understand the evidence behind a milestone.
Illustrative workflow · scoped with your team
Organize the records, reporting periods, and internal approvals behind a response. Make it possible to trace a statement to its source.
Illustrative workflow · scoped with your team
Connect planned work, asset dependencies, readiness records, and approval requirements to support a planner’s review.
Illustrative workflow · scoped with your team
Bring together applicable policies, service history, case records, and escalation rules for a defined customer workflow.
Illustrative workflow · scoped with your team
Put your operational
knowledge to work.
Bring one workflow that depends on scattered records and experienced people. We’ll scope the knowledge capture, source connections, retrieval checks, and handover with your team.
Discuss your workflow