VeldtGraph Agentic AI

AI that understands the asset, the evidence, and what happens next.

Reason across live OT data, asset relationships, maintenance history, security events, emissions, manuals, procedures and regulations. Then explain, recommend, plan and orchestrate the next action.

INDUSTRIAL RAGASSET GRAPHDOCUMENTS + REGULATIONSWORK ORDERSMAINTENANCE PLANNINGGOVERNED ACTIONS
One question, answered from the plant itself

Not a chatbot bolted onto a historian.

Agent session 08:42 · C-03 · FLARE-01
Ask
Why did methane emissions increase this morning, and does Compressor Train C-03 need maintenance?
Evidence retrieved
  • Live OTPT-201 · VT-22 · FT-101
  • Asset graphC-03 → Seal S-14 → Flare-01
  • MaintenanceWO-1842 · seal replaced 14 months ago
  • SecurityNo correlated network event
  • DocumentsOEM compressor manual §7.4
  • RegulationApplicable methane methodology
Answer

The methane increase is consistent with seal degradation on Compressor Train C-03. Flare flow rose while discharge pressure fell and vibration moved outside its multivariate baseline. The asset graph links C-03 to Flare-01, which is where the emission was measured.

+38%Flare flow, 08:10–08:42
1,284.7kg CO₂e, Scope 1
Recommended action

Inspect seal assembly within 48 hours.

Confidence 91% Priority P2 Seal kit S-14 in stock WO-2194 drafted · awaiting approval
From question to action

Not one AI box. A visible chain of reasoning and action.

Each stage is separated so operators can see what the agent used, what it concluded, what it recommends, and what it is allowed to do.

AskCorrelateExplainImpactRecommendPlanAct
  1. Ask

    Ask the plant, not just a chatbot.

    Operators ask in their own words. The agent resolves tags, assets and time windows against the Knowledge Graph before it reasons about anything.

  2. Correlate

    Bring the evidence together.

    Live telemetry, asset relationships, maintenance history, security events, documents and regulations are retrieved as one working set rather than six separate lookups.

  3. Explain

    Explain what changed and why.

    The conclusion arrives with the signals and documents that support it, so an engineer can check the reasoning instead of trusting it.

    Live data
    PT-201 · VT-22 · FT-101
    Document
    OEM compressor manual §7.4
    Maintenance
    Seal replaced 14 months ago
  4. Impact

    Quantify the consequence.

    Operational and carbon impact are calculated from the same measured data, so the cost of waiting is a number rather than a judgement call.

    Operational + carbon context
  5. Recommend

    Propose the next action.

    Evidence-backed and scoped: what to inspect, how urgently, and what happens if it is deferred.

  6. Work order

    Draft the work order automatically.

    Asset
    C-03 / Seal S-14
    Priority
    P2 · inspect within 48h
    Parts
    Seal kit S-14
    Evidence
    OT + graph + manual attached
    Ready for approval
  7. Maintenance plan

    Move planned maintenance forward.

    Recommend inspection on 18 Sep rather than 04 Oct, based on the degradation trajectory and the production plan.

    Today
    Elevated
    18 Sep
    Inspect
    04 Oct
    Too late
  8. Orchestrate

    Coordinate the workflow, with operator control.

    The agent prepares and routes the next steps while higher-risk actions stay behind approval boundaries.

    1. NotifyAlert maintenance and operations.
    2. ReserveCheck and reserve seal kit S-14.
    3. AttachBundle evidence, manual and provenance.
    4. ReschedulePropose a new maintenance window.
    5. ApproveRoute governed actions to the operator.
Industrial agent capabilities

Grounded in the systems already running the plant.

RAG

Ask why

Ground answers in live OT data, manuals, procedures, maintenance history and regulations.

Graph

Understand relationships

Reason over assets, parts, processes, events, emissions and dependencies.

Planning

Plan the next move

Recommend repairs, maintenance windows, parts and work-order scope.

Action

Act with controls

Orchestrate workflows and execute only within defined operator authority.

From “why did this happen?” to “here is what we should do next.”

Grounded in the asset, the evidence and the operating context.

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One foundation

The rest of the platform.