AI & Automated Compliance

Context-aware rules engines for Revit, LLM-assisted rule definitions, and automated reinforcement checks and placement using Autodesk Platform Services and ACC.

Automated compliance only works when results are explainable and repeatable. We build deterministic rules engines, then optionally use AI to assist with rule definition, classification, and workflow automation. Outputs are actionable: violations can be created as ACC Issues instead of buried in reports.

What you get

Rules engine (deterministic checks you can trust)
Rule authoring workflow (versioned rules, review, approvals)
Execution pipeline (local, server, or APS Design Automation)
Outputs (ACC Issues, dashboards, structured exports)
Traceability (rule version + model version + evidence)

Where AI fits (and where it does not)

AI is useful for

Drafting rule text and mapping it to structured checks
Classifying issues and routing them to the right teams
Extracting intent from documents and requirements

AI is not trusted for

Final pass/fail decisions without deterministic validation
Untraceable “black box” compliance claims
Replacing engineering responsibility

Typical check categories

Model standards

Parameter completeness, naming rules, required metadata, and template conformity.

Spatial constraints

Clearances, clashes, proximity checks, and constructability rules.

Rule-driven QA

Repeatable “definition of done” checks with evidence and explainable outputs.

Reinforcement automation

Deterministic checks and placement where geometry rules can be encoded.

How we work

Step 1

Define rules

Acceptance criteria, evidence requirements, and output format.
Step 2

Implement checks

Deterministic validation first, AI assistance where it helps.
Step 3

Operationalize

Run at scale, monitor results, and iterate with versioned rules.

Tooling

Rules engines APS Design Automation ACC Issues Revit data LLM assistance Dashboards

FAQ

Is this “AI decides compliance”?

No. The core compliance decision is deterministic and traceable. AI can assist with authoring, classification, and workflow automation, but results must be explainable.

Can checks run automatically on ACC models?

Yes. Checks can run via APS on models stored in ACC, and violations can be surfaced as Issues for coordination.

How do we avoid false positives?

By defining clear evidence, building deterministic checks, and versioning rules with controlled rollouts.