Try AIDC with $200 in free credits
LGC - AIDC

AI-Powered Industrial Design
& Construction Platform

AIDC is the AI platform that captures how your critical facilities are designed, built, and run — turning their drawings, control logic, and networks into knowledge your team can query in plain language, so decades of engineering know-how outlive the experts who hold it. One platform across the full lifecycle — from industrial plants to civil and infrastructure projects: design, construction, cross-checking, and commissioning.

35+
Tools
10
Languages
Faster
Order of Magnitude
Free
L1 Reviews
Talk to Your Plant

When your best engineer retires, their knowledge shouldn't leave with them.

On a critical plant, the deepest understanding of how systems were designed — and why they behave the way they do — often lives in a few senior engineers. AIDC captures your facility's design intent, control logic, and networks from its own documents, so a junior engineer can ask the plant a question in plain language and get an answer grounded in the facility's own record.

  • ✓Ask the plant, not the archive — query the design, process, and drawings in everyday language, with answers traced to the source.
  • ✓Onboard in minutes, not years — new engineers reach understanding that used to take a career to build.
  • ✓Continuity by design — decades of engineering intent stay with the facility, whoever comes and goes.
Facility Chat
What's the coast-down time on CHW pump P-101?
Per the SOO §2.2, P-101 runs a 5-minute coast-down after chiller disable, then HV-101 closes on low flow.
Which interlocks protect it?
FS-101 low-flow (<10 GPM) closes HV-101; the pump also trips on the chiller's shutdown sequence. (Source: PLC logic + P&ID)
The Problem

Every project has
this problem.

Knowledge retires with your engineers. The people who know how a facility was designed — and why it runs the way it does — are retiring, taking decades of undocumented know-how with them.

Design reviews take weeks. Checking drawings against standards, cross-referencing P&IDs with I/O lists — all manual.

Construction handoffs break. As-designed doesn't match as-built. Specs change, drawings drift.

No single source of truth. P&IDs, SLDs, network diagrams, and control code all live in different systems.

AIDC captures and automates all of this — from design intent to commissioning.

35+ Tools

Every tool your project needs.

From engineering drawing review to control system generation, network infrastructure to commissioning.

Free & Unlimited Checks
PLC Code Review

IEC 61131-3 compliance and safety-interlock checks across all major PLC vendors.

Network Audit

IEC 62443 zones and VLAN segmentation across industrial and enterprise switches.

EPMS Tag Audit

Register validation, naming compliance.

ISA-5.1 Tag Naming

Tag naming standard check across vendors.

SEMI E187 Pre-Cert

Semiconductor fab safety pre-certification.

P2P Checklists & FAT

Commissioning checklists and FAT procedures from PLC code.

AI Analysis & Generation
PLC Code Generation

Generate production-ready, standards-compliant PLC code from your Sequence of Operations — for every major PLC platform.

PLC Explanation & Debug

4 audiences. Root cause analysis, logic errors.

Cross-Vendor Conversion

Convert PLC programs between vendor platforms.

Auto-Documentation

Rung comments, tag descriptions, narratives.

Network Analysis & Config

Topology analysis, log diagnosis, IEC 62443 config gen.

Facility Chat

Conversational plant intelligence. Upload P&ID, SOO, and PLC files to build a persistent, searchable knowledge base. 5 personas, 10 languages.

Knowledge Base

Browse and search indexed plant documents. Collapsible file groups by type. Scope Facility Chat queries to specific files. Persistent across sessions.

Document Vault

Smart de-duplication prevents duplicate uploads and keeps your knowledge base clean.

Standards Registry

Curated rulesets covering ISA, IEC, NFPA, ASHRAE, and IEEE standards. Verify deliverables against current editions automatically.

KB Projects

Organize knowledge base documents into projects. Scope Facility Chat queries and reviews to a specific project context.

Comparison Engine

Compare as-built plant configurations against design documentation. Surface where reality diverges from design intent.

Cross-Domain Cross-Reference

Reconcile RFP, design take-off, Bill of Quantities, and IFC/BIM model against each other — deterministic quantity and consistency checks that flag over-budget lines and mismatches before construction starts.

Drawing & Vision Intelligence
P&ID Parsing

ISA 5.1 symbol recognition, equipment extraction.

SLD Reading

Deep single-line-diagram extraction — bus, feeder, protection device, and transformer identification. Per-page billing.

Construction Drawing OCR

Equipment schedules, cable trays, panel layouts.

Design Standard Extraction

Extract requirements from PDF/DOCX. Auto compliance.

CAD · GIS · BIM Ingestion

Native ingestion of DXF drawings, GIS shapefiles/GeoJSON, LandXML surfaces, and IFC/BIM models — reading real geometry and quantities, not just a picture of a drawing. (DWG/DGN via DXF or PDF export.)

Drawing Annotation

AI markup with review findings.

Batch Processing

Hundreds of files in a single batch.

Who It's For

Built for everyone who touches the plant.

From the boardroom to the control room, AIDC gives each role answers in the language they work in.

🗂️
Project Managers
See risk and readiness before it hits the schedule.
📊
Executive Sponsors
Protect the knowledge your facility can't afford to lose.
🎛️
Control Systems Engineers
Trace every loop, interlock, and tag with confidence.
💻
Industrial Control Systems Engineers
Ship standards-compliant control code, not hand-written boilerplate.
⚙️
Process, Mechanical & Electrical Engineers
Query the plant's design intent in plain language.
✅
Commissioning Managers
Walk on site with evidence, not open questions.
📐
Architecture & Engineering (A&E)
Turn design QA from weeks into a working session.
🏗️
General Contractors
Catch design-to-build gaps before they reach the field.
🔄
System Integrators
Move control code across vendors without starting from zero.
🔧
Operations & Maintenance
Understand any system the day you inherit it.
🛡️
Safety Officers
Check interlocks and safety functions against the design.
🌐
IT/OT Network Engineers
Audit segmentation and configs against IEC 62443.
🛣️
Roads & Transport Authorities
Hold every submission to the same evidence bar — before it reaches the field.
🏗️
Civil & Infrastructure Engineers
Cross-check design, drawings, and BoQ in one pass — catch what a manual review misses.
📊
Quantity Surveyors & Cost Engineers
Reconcile BoQ against design take-off and payment certificates automatically.
Use Cases

How AIDC helps your team.

Four ways teams put AIDC to work across the design-to-commissioning lifecycle.

🛠️

For a commissioning team

Turn approved design and control logic into ready-to-run commissioning checklists and evidence — and surface the gaps before they cost you a site visit.

📐

For an A&E firm

Review drawings against your standards and cross-check P&IDs and single-line diagrams in one pass — so design QA keeps up with the deadline.

🔄

For a system integrator

Generate and convert control code across vendor platforms and validate it against the sequence of operations — cutting the delays that stall integrated testing.

🛣️

For a roads & infrastructure programme

Ingest the drawings, GIS corridor, LandXML surfaces, IFC/BIM model, and Bill of Quantities, then cross-reference RFP ↔ design ↔ BoQ ↔ IFC in one pass — surfacing quantity mismatches and cost overruns before they reach construction.

How It Works

Three steps. Instant results.

01

Upload

Drop P&IDs, SLDs, PLC programs, network configs, or design standards. AIDC auto-detects file type and vendor.

02

Analyze

Instant, standards-grade checks you can trust for safety-critical systems, plus deep AI analysis and drawing intelligence — results in seconds, not weeks.

03

Act

Review findings, generate code, produce commissioning docs. Every finding includes severity and fix recommendations.

Leadership

Led by Hyperscaler Expertise

Larry Luyombya

Larry Luyombya

Founder & CEO · Representative Director (代表取締役)

GoogleWoven by ToyotaMercari

A product technology and AI leader with 15+ years across Google, Woven by Toyota, and Mercari. Currently Lead Technical Product Manager, Autonomous Cloud Division at Mercari (TSE Prime: 4385). As regional APAC Lead at Google, spanning Taiwan, Japan, Singapore, and Hong Kong, delivered 700MW+ of data center capacity. At Woven by Toyota, led Arene OS infrastructure. Led Dubai Government smart-city programs.

Speaks 5 languages. Has operated across 10 jurisdictions spanning Japan, Uganda, South Korea, Taiwan, UAE, Hong Kong, Singapore, Australia, the UK, and the US.

Security

Your data. Your control.

You decide whether AIDC stores your files. By default, every upload is processed in memory and discarded after the review — nothing is saved or indexed unless you opt in. Persistent storage (Document Vault) and the searchable Knowledge Base are off by default, admin-controlled, and you can delete your data at any time. Your data stays isolated to your tenant and is never used to train AI models.

Full security details →

🔒

Encrypted in transit

Encrypted in transit; hosted in Tokyo. Files are transient by default — stored only if you opt in.

🛡

IEC 62443 Aligned

IEC 62443 zone/conduit. Defense-in-depth.

📋

Full Audit Trail

Deletions, consent changes, and billing events recorded to an immutable, exportable log.

Pricing

Start with free credits. Pilot when ready.

L1 reviews are always free and unlimited on every tier.

Beta Pilot is a custom-scoped proof of concept, not a free plan: $200 in free AIDC credits to start, then invoiced to the scope you want to run

★ START HERE
Beta Pilot
Custom PoC Pricing
Custom-scoped proof of concept
  • Unlimited L1 reviews
  • 150 L2 credits
  • 50 L3 credits
  • 3 users
  • $200 in free credits to start
  • Real usage — credits are metered
  • Custom PoC invoicing on top
Team
$5,000
/ month
  • Unlimited L1 reviews
  • 200 L2 credits
  • 50 L3 credits
  • 10 users
  • Topup packages
Business
Talk to sales
  • Unlimited L1 reviews
  • More L2 & L3 credits than Team
  • 50 users
  • Priority support
Enterprise
Talk to sales
  • Unlimited L1 reviews
  • Enterprise-scale L2 & L3 credits
  • Unlimited users
  • On-prem option
Platform
Talk to sales
  • Highest-volume L2 & L3 credits
  • White-label / API
  • Air-gapped deploy
  • SLA guaranteed

Get in Touch

Scope a Beta Pilot proof of concept or schedule a demo.