MSTEngineering Intelligence

Engineering Intelligence for the Physical World

Engineering intelligence is the system above engineering software.

MST understands engineering intent, maintains a model of the physical system, plans the work, calls governed professional tools and verifies the result. Engineers retain authority over rules, exceptions and production release.

DIRECT ANSWER

MST is not an AI plug-in inside CAD. MST is the engineering-intelligence layer that can use CAD and other engineering systems as tools within a controlled, evidence-carrying workflow.

See the system Inspect the first proof
Human authority Goals · rules · exceptions · release
ENGINEERING CONTEXT Documents Models Constraints History
MST / ENGINEERING INTELLIGENCE

The engineering brain

  1. 01UnderstandIntent and evidence
  2. 02ModelTyped world state
  3. 03PlanTasks and obligations
  4. 04OrchestrateTools and exact operators
  5. 05VerifyEvidence and verdict
TYPED STATERULEPACKEVIDENCE LEDGER
GOVERNED TOOL LAYER CAD CAE PDM / PLM ERP PART LIBRARIES
Engineering result Native artifacts · decisions · evidence · verdict
Platform architecture Current public proof: a controlled SolidWorks execution path. Other tool classes describe the governed platform boundary, not universal live integrations.

01 / THE NEXT SYSTEM LAYER

Engineering software gave people tools. Engineering intelligence gives the system a brain.

For decades, engineers remained the only intelligence connecting drawings, calculations, product data, enterprise systems and physical outcomes. MST makes that coordination explicit, executable and verifiable under human authority.

01 / DIGITAL TOOLS

CAD + CAE

Digitized drawing, modeling and calculation. Powerful software still waited for a person to interpret the whole task.

02 / CONNECTED ORGANIZATION

PDM + PLM + ERP

Connected product data, versions, material and business processes. The systems stored truth without owning the complete engineering plan.

03 / ENGINEERING INTELLIGENCE

MST

Understands the goal, builds world state, plans work, chooses governed tools, verifies outcomes and preserves decision evidence.

02 / THE INTELLIGENCE LOOP

One governed loop from intent to engineering truth.

The brain is not one language model. It is the closed system formed by perception, typed engineering state, planning, exact operators, tool adapters, verification, evidence and human authority.

  1. 01
    UNDERSTAND

    Read engineering intent with provenance.

    Interpret drawings, specifications, BOMs, approved history and constraints while retaining where every relevant fact came from.

  2. 02
    WORLD MODEL

    Represent the physical system, not just its documents.

    Maintain typed objects, interfaces, relationships, spatial state, uncertainty and authority boundaries that downstream work can inspect.

  3. 03
    PLAN

    Turn the goal into engineering obligations.

    Sequence decisions, identify missing evidence, choose exact operators and escalate exceptions before unsupported certainty reaches execution.

  4. 04
    ORCHESTRATE

    Use professional systems as governed tools.

    Call configured adapters, customer-authorized libraries and deterministic solvers inside declared permissions and versioned contracts.

  5. 05
    VERIFY + RECORD

    Return evidence, a verdict and the next safe action.

    Read back realized facts, compare them with obligations and record PASS, FAIL or CANNOT_VERIFY before engineers decide release.

03 / THE RELATIONSHIP IS REVERSED

We are not putting AI inside CAD.
We are putting CAD inside an AI engineering system.

A CAD API is a hand. A solver is an exact calculation. A model library is organizational memory. MST is the system that understands why and when each capability should be used—and whether the result is acceptable.

PLATFORM TOOL CLASSES
CADExecution adapter
CAEExact analysis
PDM / PLMProduct authority
ERPEnterprise context
LIBRARIESApproved objects
SOLIDWORKSCURRENT VALIDATED PATH

Tool availability is adapter- and deployment-specific. This architecture does not claim universal live integration with every system shown.

04 / FIRST CLOSED-LOOP PROOF

P&ID intent to a verified native SolidWorks assembly.

This is not the category. It is the first bounded task that proves an engineering-intelligence system can understand intent, resolve approved production assets, plan physical realization, operate native CAD and verify what was actually built.

Follow the complete proof Review evidence status
  1. 01P&ID evidence
  2. 02Typed process topology
  3. 03Approved native models
  4. 04Layout · routing · mates
  5. 05Native .SLDASM execution
  6. 06Reopen · read back · verdict

05 / HUMAN AUTHORITY

The system gains intelligence. Engineers retain authority.

GOALS

People define the engineering objective and acceptable scope.

RULES

Organizations own approved standards, models and release policy.

EXCEPTIONS

Unsupported or ambiguous conditions are surfaced for review.

RELEASE

Customer production-release approval remains required.

AI THAT ENGINEERS THE PHYSICAL WORLD

Bring the intent.
Challenge the brain.

Use a non-confidential engineering case to test what MST understands, which tools it calls, what it can prove and where it refuses.

Request a live technical challenge Private deployment boundary →