TwinKnowledge — The AI Knowledge Engine for Requirements, Risk, and Compliance
AI for the built environment

The AI Knowledge Engine for Requirements, Risk, and Compliance.

TwinKnowledge reads every drawing, specification, and standard on a project, validates 100% of requirements, and catches the errors that scatter across fragmented tools before they reach the field.

Every finding cited to its source SOC 2 completed
Requirements review coverage Per project cycle
TwinKnowledge100%
Manual review< 5%
700h
saved per cycle
12×
faster reviews
100%
changes tracked
Explore The Challenge The Solution The Results The Value
Selected By

Trusted across transportation, infrastructure, and construction.

The Challenge

Design and construction requirements are fragmented, constantly changing, and impossible to manage at scale.

Engineers spend 2.5–4.5 hours per drawing searching across 6+ fragmented tools. Humans review less than 5% of requirements and the cost of what slips through is enormous.

69%
of projects run over budget
42%
run behind schedule
9%
of project cost lost to drawing errors
41%
of the workforce retiring by 2031

A single project spans building codes, life-safety, MEP, energy, structural, ADA, incentive programs, condition assessments, and schedule — hundreds of requirements no team can track by hand.

The Solution

TwinKnowledge reviews 100% of project requirements. Humans review less than 5%.

TwinKnowledge is built on an AEC specific multimodal validation engine reads every input, cross-references it against industry rules and your firm's standards, and returns cited findings.

Inputs
2D PDF drawings
3D BIM models
Specifications & contracts
Shop drawings & submittals
RFIs & project records
Core Engine
AEC multimodal engine

Requirements validation across every data type on your projects.

Industry rules & knowledge

Codes, standards, and your firm's own review memory, applied every time.

Requirement · Compliance · Analysis
Outputs
Ensures drawings match specifications
Prevents errors before they reach the field
Automates QA/QC reviews at scale
Tracks and visualizes drawing revisions
Validates submittals for compliance

AI agents automate review and validation across all project data.

The Results

TwinKnowledge catches what humans cannot.

On a real program: 4,500 drawings arrive every two weeks. TwinKnowledge reviews all of them.

Before
400 hours to review a single cycle — scattered across SharePoint, ACC, and Bluebeam
Only 5% of drawings ever reviewed
Hundreds of discrepancies missed every cycle
After TwinKnowledge
700+ hours saved per month — 12× faster than the old way
100% of drawings reviewed, 100% of changes tracked
Visual creation within guardrails — nothing invented, everything cited
10×
review efficiency gain
20×
drawing coverage increase
700h
saved per review cycle
Customer Value

TwinKnowledge customers achieve millions in annual savings

Based on results across transportation, infrastructure, and vertical construction.

$33M
per year in QA/QC

National homebuilder saves $20,000 on every design review

$15–20M
estimated annual value

 Public infrastructure agency acheives 99% accuracy and saves 8+ hours per week for every reviewer

$7M
per year

Public transportation agency increases review coverage 20x and expands to multiple departments

Compounding Value

The more you use TwinKnowledge, the more value is returned

Every data point and input you add teaches TwinKnowledge your way of working. Reviews get faster, your standards become reusable, and the value keeps compounding project after project.

Compounding value
More data in,
more value out
You add your data
Drawings, specs & codes
Everything cross-referenced
AI + rules engine reads every document
Requirements validated
100% checked, every finding cited
Your standards captured
Firm-specific rules become reusable
Your knowledge base grows
Review memory expands with you
Every review gets sharper
Faster & more accurate each cycle
Your team stays in the loop and confirm every step so TwinKnowledge learns your workflows, and every project starts further ahead.
See It in Action

See TwinKnowledge validate compliance in seconds.

Ask a question in natural language, and get an accurate response with cited references in seconds.

See how TwinKnowledge
can accelerate your project workflows.

Bring a spec, an RFP, or a set of drawings. We'll show you TwinKnowledge validating 100% of your requirements in a 30-minute walkthrough.

Book a Demo Talk to sales