Armeta
Armeta builds proprietary AI that converts legacy P&ID engineering drawings into structured data and a unified engineering knowledge graph. It serves plant operators, EPC contractors, and engineering firms across the US, Kazakhstan, and Qatar via enterprise SaaS.
- Company typePrivate
- Founded2025
- HeadquartersSan Francisco, United States
- Headcount11–50
- GTM typeB2B
- OfferingSoftware
What Armeta does
Armeta is a private AI company, founded in July 2025 and headquartered in San Francisco, that builds software for converting legacy industrial engineering documents — primarily P&IDs (Piping and Instrumentation Diagrams), but also piping isometrics, PFDs, and line lists — into structured, queryable data. The company's core product is the P&ID Contextualization Engine, a proprietary AI system that uses computer vision and entity resolution to read symbols, tags, lines, and tabular records from scanned PDFs and rasterized drawings of any vintage, then links elements across documents into a unified engineering knowledge graph. Seven workflow modules wrap the core engine into use cases including Automated Materials Take-Off (MTO), Management of Change reconciliation, PHA revalidation, LDAR component inventory, brownfield data migration, as-built reconciliation, and turnaround preparation. A secondary product, Armeta Gate (armeta.kz), serves Kazakhstan permitting workflows.
The platform is sold as a cloud-hosted SaaS subscription with optional on-premise and private cloud deployment, priced on a custom enterprise basis and bundled with implementation services. Go-to-market is enterprise field sales targeting plant operators, EPC contractors, engineering firms, EHS consultants, and OEMs across the US, Kazakhstan, and Qatar. Output is delivered through API, JSON, and Excel, and is integrated with SAP, IBM Maximo, AVEVA PI System, Cognite Data Fusion, and Sphera PHA-Pro. The company is SOC 2 Type I, GDPR, and CCPA compliant, has secured a $1M pre-seed from Alchemist Accelerator's Gulf-region arm, and won first place in the Industrial Efficiency & Decarbonization track at the Rice Alliance Energy Venture Day during CERAWeek 2026.
Armeta firmographics
Firmographics- Name
- Armeta
- Legal name
- Armeta Inc.
- Website
- https://armeta.ai
- Company type
- Private
- Founded year
- 2025
- Operating status
- Operating
- Headcount range
- 11–50 employees
- Short description
- Armeta builds proprietary AI that converts legacy P&ID engineering drawings into structured data and a unified engineering knowledge graph. It serves plant operators, EPC contractors, and engineering firms across the US, Kazakhstan, and Qatar via enterprise SaaS.
- Ownership category
- akta.pro rank
Armeta industry classification
Industry- Product category
- Industrial Engineering Intelligence Software
- NAICS
- Computer Systems Design Services (541512), Engineering Services (54133)
- SIC
- Services-Computer Integrated Systems Design (7373), Services-Engineering Services (8711)
- akta.pro primary industry
- AI Application Enablement Platforms (Copilot/Agent Frameworks, SDKs) (HDAEANAJ)
Keywords
Where Armeta is headquartered
LocationHeadquarters
- HQ city
- San Francisco
- HQ country
- United States
- HQ region
- North America
Offices4 records
Markets served
Armeta business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Personnel, Technology or R&D, Marketing or Sales, Infrastructure, Operations
Revenue model
- SaaS Subscription (Software Platform): Cloud-hosted AI platform delivered on a subscription basis. Customers access the P&ID extraction and contextualization engine via web interface and API. Professional services are bundled for initial deployment, onboarding, and custom integration.
- Professional Services: Implementation, deployment, and training services provided alongside the core SaaS platform, particularly for enterprise customers requiring custom integration and workflow configuration.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Subscription | Annual | Enterprise — custom pricing |
Go-to-market motion2 records
Distribution channels4 records
Marketing channels4 records
Armeta product offering
Product offeringCore offering
Armeta provides an AI-powered engineering intelligence platform that reads, interprets, and extracts structured data from legacy industrial engineering drawings, primarily P&IDs, piping isometrics, PFDs, and line lists. The platform produces a unified engineering knowledge graph covering equipment, lines, instruments, tags, spatial routing, cross-drawing connectivity, and revision deltas, delivered via API, JSON, or Excel to enterprise engineering, procurement, compliance, and asset integrity workflows.
Product overview
Armeta offers a unified platform for engineering document contextualization with seven distinct workflow modules. The core Armeta Platform reads critical engineering documents (P&IDs, piping isometrics, PFDs, line lists) from legacy PDFs and produces a unified engineering knowledge graph. Workflow modules include Automated MTO Extraction, MOC Reconciliation, PHA Revalidation Support, LDAR Component Inventory, Brownfield Data Migration, As-Built Reconciliation, and Turnaround Preparation. Secondary product Armeta Gate serves the Kazakhstan market. The platform is deployed on cloud, on-premise, or private cloud with SOC 2 Type I compliance.
Differentiator
Problem solved
Functional benefit
Brands
- Armeta Gate: Additional product offering accessible at armeta.kz
Products and services
- Armeta Platform Cloud, on-premise, or private-cloud deployed SaaS platform that ingests legacy engineering PDFs, extracts symbols, tags, lines, and tabular records, performs entity resolution across drawings and data tables, compares revisions with source-region traceability, and delivers structured engineering data via API, JSON, or Excel. Targeted at industrial operators, EPC contractors, engineering firms, EHS consultants, and OEMs.
- Automated MTO Extraction Standalone workflow offering that automates Materials Take-Off from P&IDs, replacing 8-24 hours of manual extraction per drawing with approximately 0.5 hours, and delivering structured BOMs via the Armeta Platform for industrial operators and EPC contractors.
- MOC Reconciliation
Quantifiable outcome
- MTO workflows for ~500-drawing facilities are reduced from multiple months to a matter of weeks
- +3 more outcomes
Companies that use Armeta
Customer profileNamed customers1 record
Segments5 records
Ideal customer profiles6 records
Armeta technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- Yes
- API docs
- API detail
Core technology
AI maturity
App detail
Integration5 records
AI capability5 records
Feature4 records
Armeta partnerships and signals
Strategic signalPartnerships
Seven partnerships are on record, tiered minor and core.
- Greentown LabsminorArmeta is a member of Greentown Labs, North America's largest climatetech startup community. Membership provides access to workspace, a network of industry mentors, corporate partners, and investors focused on climate and decarbonization technology.
- Kazakhstan Ministry of Industry and ConstructioncoreArmeta is piloting its P&ID extraction and contextualization technology with Kazakhstan's Ministry of Industry and Construction, targeting national infrastructure and industrial plant digitization initiatives. This government partnership represents a flagship reference deployment.
- SAPcoreArmeta's platform integrates with SAP's enterprise systems, enabling structured P&ID data to flow into SAP-based ERP and asset management workflows for industrial customers.
- IBM MaximocoreArmeta integrates with IBM Maximo (EAM/Enterprise Asset Management platform), allowing extracted P&ID data to populate asset registers and maintenance workflows in IBM Maximo environments.
- AVEVA PI SystemcoreArmeta integrates with AVEVA PI System (operational data management platform), enabling real-time and historical operational data to be correlated with P&ID-derived asset information.
- Cognite Data FusioncoreArmeta integrates with Cognite Data Fusion, an industrial data operations platform, to deliver structured engineering data from P&IDs into Cognite's industrial IoT and digital twin environments.
- Sphera PHA-ProcoreArmeta integrates with Sphera PHA-Pro (Process Hazard Analysis software), enabling the platform's extracted instrument and piping data to feed directly into process safety and hazard analysis workflows.
Scale indicators6 records
Recent moves6 records
Expansion highlights6 records
Armeta competitors and assessment
Company assessmentBroad incumbents
- Cognite: Cognite Data Fusion is an industrial data operations platform that contextualizes operational and engineering data for asset-heavy industries. Cognite is both a named integration partner and a potential competitor, as it sits between OT/IT systems and the engineering documentation Armeta reads, and could expand natively into P&ID ingestion.
- AVEVA: AVEVA is the dominant industrial software incumbent in process industries (PI System, AVEVA E3D, NET). Armeta integrates with AVEVA PI, but AVEVA's engineering and asset suites overlap directly with Armeta's MTO, MOC, and as-built workflows, and could add comparable AI capabilities internally or via acquisition.
- Hexagon: Hexagon's PPM and Asset Lifecycle Intelligence divisions serve industrial engineering, fabrication, and asset management with CAD, laser scanning, and EAM products. Comparable as an incumbent serving the same industrial document, asset, and process-safety workflows that Armeta's modules target.
- Bentley Systems: Bentley provides infrastructure and industrial engineering software (OpenUtilities, AssetWise, ProjectWise) used by plant owners and EPC contractors. Comparable as an incumbent that owns engineering document management workflows that Armeta's contextualization engine complements — and could natively absorb.
- Autodesk: Autodesk's construction and design portfolio (AutoCAD, Revit, Construction Cloud) underpins much of the engineering drawing ecosystem Armeta reads. Comparable as the dominant CAD/design incumbent that could leverage its document footprint to build or partner into AI-based P&ID and schematic understanding.
- ABBYY: ABBYY provides enterprise document AI/OCR and process intelligence. Comparable as a broader document-AI incumbent whose intelligent document processing platform competes for the same AI-driven document extraction budget Armeta targets, though it lacks Armeta's engineering-specific P&ID specialization.
Emerging players
- Buildots: Buildots applies AI/computer vision to construction-site visual data for progress tracking and quality control. Comparable as an emerging AI-for-engineering-and-construction vendor with overlapping buyers (EPC contractors, owners) and overlapping computer-vision approach, though focused on visual site progress rather than P&IDs.
- OpenSpace: OpenSpace uses 360° capture and AI to automate construction documentation and as-built verification. Comparable as an emerging AI/construction-documentation peer targeting EPCs and owners with computer-vision documentation workflows; partial overlap with Armeta's as-built reconciliation module.
- Rossum: Rossum is an AI document-processing platform for enterprise workflows, with expanding capabilities in diagram and unstructured document understanding. Comparable as an emerging AI-native document-understanding peer; partial overlap on extracting structured data from complex engineering/business documents.
- Avvir: Avvir applies AI to building/facility digital twins by reconciling BIM models with as-built reality. Comparable as an emerging AI peer reconciling design documents with field reality — direct thematic overlap with Armeta's as-built reconciliation workflow, though focused on buildings rather than process plants.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat5 records
Key risks7 records
Key highlights7 records
Customer concentration
Armeta social profiles
Digital presenceArmeta compliance and trust
Trust signalCompliance3 records
Armeta financial estimates
Financial estimateRevenue estimate
Valuation estimate
Armeta leadership team
Management profileNumber of profiles
Profiles8 records
Armeta funding detail
Funding detailFunding overview
Funding rounds1 record
Investors1 record
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Armeta M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about Armeta
What does Armeta do?
Armeta provides an AI-powered engineering intelligence platform that reads, interprets, and extracts structured data from legacy industrial engineering drawings, primarily P&IDs, piping isometrics, PFDs, and line lists. The platform produces a unified engineering knowledge graph covering equipment, lines, instruments, tags, spatial routing, cross-drawing connectivity, and revision deltas, delivered via API, JSON, or Excel to enterprise engineering, procurement, compliance, and asset integrity workflows.
Is Armeta a public or private company?
Armeta is a private company. It is classified as venture growth investor backed and is currently operating.
When was Armeta founded?
Armeta was founded in 2025. It employs 11 to 50 people.
Where is Armeta based?
Armeta is headquartered in San Francisco, United States, in the North America region.
How does Armeta make money?
Two revenue lines are on record. SaaS Subscription (Software Platform) is the primary driver. The others are professional Services.
Who are Armeta's main competitors?
Broad incumbents on record are Cognite, AVEVA, Hexagon, Bentley Systems, Autodesk and ABBYY. Emerging players are Buildots, OpenSpace, Rossum and Avvir.
Does Armeta have an API?
Yes. Armeta provides structured output via API, JSON, and Excel formats. The API enables delivery of extracted engineering data including equipment, lines, instruments, tags, spatial routing, and cross-document connectivity. Output feeds engineering systems, IT stacks, and digital twins. Integration with enterprise systems including SAP, IBM Maximo, and AVEVA PI System is delivered through Armeta's structured output formats.
What industry is Armeta in?
Armeta's product category is Industrial Engineering Intelligence Software. Its primary akta.pro industry code is HDAEANAJ, AI Application Enablement Platforms (Copilot/Agent Frameworks, SDKs). Its NAICS code is 541512 and its SIC code is 7373.