RISE+Vyuh Labs

THE PLATFORM

A knowledge graph tells you what is connected. This one tells you what is allowed.

That is what makes AI operational in high-stakes work.

It reads the systems you already run and reconciles them into one governed model, then binds the standards that govern it. By the time anyone asks, the answer is already grounded, and it arrives with the clause and the arithmetic attached.

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THE OPERATING GRAPH

01 SOURCE EXTRACTION

emitsresolves_totyped_asgoverned_byrequiresasserted_byverified_bydecidesSourceSystemDEXPI · EAM · PI · ERPSourceRecordEQ-4471CanonicalEntityD-101Conceptdistillation_columnRuleAPI 2510 Table 2Capabilitycheck_separationEvidenceClaimdistance 1.0 mDecisionnot permittedVerifierdeterministic

Every node and arc type above is the published schema. The decision hangs off the rule and the verifier, never off a model.

01

THE GAP

A high-stakes operation is a system of systems.

Engineering, maintenance, the historian, live control, and ERP each hold one piece of the truth about the same equipment. A utility's list of systems is different and no better connected. Each one is right on its own. The risk lives in the gaps, where nothing reads them together.

ONE EXAMPLE · R-501, THE ETHYLENE OXIDE REACTOR IN THE OPERATIONAL SAFETY DEMO

DEXPI

Engineering model

R-501 is a pressure vessel

EAM

Work orders

Hot-work permit expired five weeks ago

Historian

Sensor history

Still holding 18 psig

OPC UA

Live control

Running at 268°F

ERP

Inventory

14,500 lb of ethylene oxide inside

Every one of these is true. No one screen shows all five, and tomorrow a crew opens that valve.

77 RECORDS · 5 SYSTEMS · 26 ASSETS

And the standards they answer to are not machine-readable either.

The codes live in different places, in different formats, in different people's heads. Pulling an answer together is slow, it changes depending on who you ask, and when a regulator asks how you got there, you cannot really show your work.

WHERE ONE CODE QUESTION SENDS YOU TODAY

NESC 2023
PDF · 1,400 pages
NERC standards
Reliability binder
State PUC orders
Docket portal
Utility std DS-204
SharePoint
Vendor manuals
Shared drive
“Ask Sarah”
30 years on the job
one question, nothing connects them

None of it is machine-readable, and one of them is retiring.

  • 3 to 5 days per question
  • The answer depends on who you ask
  • No citation to point back to
  • Versions quietly conflict
02

THE LOOP

Sense, reconcile, bind the rules, act, and check it again.

The same five steps run whether you are siting a unit that does not exist yet or clearing a work order for tomorrow morning. What changes is the standards bound in step three. Here it is on a real one: ten assets on a Gulf Coast parcel, with the code and the flood map in the same picture.

LOADING THE PLAN
  1. Sense01

    Connect the systems

    Read engineering, maintenance, the historian, live control, and ERP, plus the sensors.

  2. Contextualize02

    Reconcile into one model

    Resolve the same asset across every system, and type it to a concept the standards recognise.

  3. Decide & Plan03

    Bind the rules

    Map cited standards onto the equipment, derive the geometry they imply, and assess deterministically.

  4. Act04

    Return findings you can cite

    Every finding carries its clause and its arithmetic. A person approves where it matters.

  5. Learn05

    Keep it assured

    Re-check on every change. Verification while you build it, validation while you run it.

05 → 01

A change re-enters as a new observation, and everything it touches is checked again.

03

USE CASES

One model underneath. Very different jobs on top.

Different industries, different points in an asset's life, the same platform. Every demo runs on a synthetic dataset built from public standards, so you can walk it end to end without an NDA.

UTILITY TRANSMISSIONUPRATE & EXPAND

Facility Rating Change Assurance

A conductor study says the line can carry more. The rating belongs to the complete facility: every series element, every clearance, every record that will repeat the number. This verifies all of it before approval.

CHECKED AGAINST

  • NESC 232
  • NERC FAC-008
  • Utility rating methodology

A data center needs 80 MW. An initial study proposes uprating an existing 138 kV line from 900 A to 1,200 A.

  • Line designThe line-design report supports the new conductor condition, subject to its documented assumptions.
  • EAMThe asset registry lists the terminal disconnect at 1,200 A. The latest one-line says 900 A. No field record settles it.
  • GISAt the proposed condition, one road crossing clears by 21.2 ft against a 22.4 ft requirement. The uprate itself creates the breach.
  • CodesThe planning model, operations model, and final engineering approval have not caught up with the proposed rating.

The conductor passed. The complete line did not. Promising the capacity anyway is how rating incidents start.

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UTILITY GRIDDESIGN & REVIEW

Grid Clearance Assessment

Ask what clearance applies at a crossing and get the clause, not an opinion. When three authorities disagree, it stops.

CHECKED AGAINST

  • NESC 232
  • Utility DS-204
  • PUC orders

A new 230 kV crossing at County Route 9 needs a ground clearance number before design can close.

  • CodesNESC Table 232-1 sets 18.5 ft for this class of road.
  • EAMThe utility's own design standard, DS-204, says 18.0 ft.
  • CodesA PUC order adds a 1.0 ft school-zone margin that may not apply here.
  • Line designThe 12 kV underbuild at the same crossing answers to a different row of the table.

Three authorities, three numbers, and one of them would weaken the code. There is no safe way to average that.

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PROCESS PLANTPLAN & DESIGN

Greenfield Siting & Feasibility

Decide where to build before you commit capital. Every spatial conflict is computed in 3D and checked against the code that governs it.

CHECKED AGAINST

  • API 2510
  • NFPA 30
  • OSHA 1910
  • FEMA NFHL
  • PHMSA

An operator is about to commit capital to a new processing unit. On paper the cheapest parcel looks like the obvious choice.

  • FEMAOn that parcel the FEMA 100-year flood zone reaches both the control room and a feed storage tank.
  • GISA rule-based nudge cannot lift them clear; only relocating to open ground keeps the layout feasible.
  • STANDARDSThe compact layout puts the naphtha splitter a metre from a pressure vessel, against a 15 metre rule.
  • DatasheetMoving that vessel after detailed design costs far more than catching it now.

Every one of these is knowable on day one. Finding them after the land is bought is where greenfield budgets go.

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PROCESS PLANTOPERATE & MAINTAIN

Operational Safety Assessment

A routine work order can hide a serious risk. This catches it before the crew is on site.

CHECKED AGAINST

  • OSHA PSM
  • EPA RMP
  • API 510/576
  • IEC 61511
  • ASME

Tomorrow a crew is set to open a relief valve on the ethylene oxide reactor. The work order says routine maintenance.

  • HistorianThe reactor is still holding 18 psig of pressure.
  • ERPIt has 14,500 lb of ethylene oxide inside, above its boiling point.
  • EAMThe hot work permit on the job expired five weeks ago.
  • EAMThe last inspection on that valve was due back in 2019.

Each of these sits in a different system, so no one person ever sees them in the same place. That blind spot is where incidents come from.

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A HIGH-STAKES USE CASE IN MIND?

We will help you ship it. Enterprise-ready, in weeks.

We work alongside your team to ground it in the systems you run and the standards you answer to.

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