DataSeer
DataSeer is a Houston-based cloud SaaS subsidiary of Arundo Analytics that uses machine learning and computer vision to extract structured data from industrial P&ID, PFD, and isometric diagrams for engineering and construction firms in process manufacturing.
- Company typePrivate
- Founded2021
- HeadquartersHouston, United States
- Headcount1–10
- GTM typeB2B
- OfferingSoftware
What DataSeer does
DataSeer Inc. is a Houston-headquartered (with a Markham, Canada office) cloud SaaS company, founded in February 2021 as a subsidiary of Arundo Analytics, that applies machine learning and computer vision to extract structured data from industrial 2D engineering diagrams such as P&IDs, PFDs, and isometric drawings. The product, marketed as DataSeer Digital, automates symbol detection, table extraction, attribute recognition, and control-loop grouping, and outputs digitized formats including CSV, DXF (CAD), and SVG for downstream digital-twin and SmartPlant P&ID workflows; per-symbol incremental learning and a human-in-the-loop correction model are positioned as core technical differentiators. The platform is sold via a sales-led, enterprise go-to-market targeting engineering and construction firms in process manufacturing (Energy, Plastics & Recycling, Water & Biotech), with quote-based monthly user-license subscriptions, a default cap of 1,000 documents per end user per month, and integrations with Procore and Autodesk Construction Cloud as distribution channels. Disclosed customers include Black & Veatch and Interstates, and the company cites more than 88,000 cumulative pages of asset data processed and 9,315 user-hours saved in 2022 as evidence of traction.
DataSeer firmographics
Firmographics- Name
- DataSeer
- Legal name
- DataSeer Inc.
- Website
- https://dataseer.digital
- Company type
- Private
- Founded year
- 2021
- Operating status
- Operating
- Headcount range
- 1–10 employees
- Short description
- DataSeer is a Houston-based cloud SaaS subsidiary of Arundo Analytics that uses machine learning and computer vision to extract structured data from industrial P&ID, PFD, and isometric diagrams for engineering and construction firms in process manufacturing.
- Ownership category
- akta.pro rank
DataSeer industry classification
Industry- Product category
- Engineering Document AI Software
- NAICS
- Software Publishers (5132), Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services (518210)
- SIC
- Services-Computer Processing & Data Preparation (7374), Services-Computer Programming, Data Processing, Etc. (7370)
- akta.pro primary industry
- Data Platform (Unified Data & Analytics) Suites (HDAEABAD)
- akta.pro secondary industry
- Metadata, Catalog & Semantic Layer for Data Platforms (HDAEABAJ)
Keywords
Where DataSeer is headquartered
LocationHeadquarters
- HQ city
- Houston
- HQ country
- United States
- HQ region
- North America
Offices2 records
Markets served
DataSeer business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Technology or R&D, Personnel, Marketing or Sales, Infrastructure, Operations
Revenue model
- Software Subscription (User License): DataSeer provides cloud-based SaaS access with user licenses. Based on Master Terms, Customer pays for User License with fees billed via invoice. Default usage limit of 1,000 documents processed per End User per month, with additional pro rata charges for exceeding thresholds.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Subscription | Monthly | Standard User License with per-document processing |
Go-to-market motion1 record
Distribution channels3 records
Marketing channels7 records
DataSeer product offering
Product offeringCore offering
DataSeer provides a cloud-based SaaS platform that uses AI (machine learning and computer vision) to automatically extract and digitize unstructured data from 2D industrial engineering diagrams such as Piping and Instrumentation Diagrams (P&IDs), isometric drawings, and process flow diagrams. The platform converts legacy paper and image-based engineering diagrams into structured data and CAD-compatible formats, creating a digital twin database with API access for engineering and construction firms in process manufacturing industries.
Product overview
DataSeer offers a single unified SaaS platform called DataSeer Digital, augmented by a suite of specialized modules and export capabilities. The core platform uses AI (machine learning and computer vision) to automatically extract and digitize unstructured data from industrial 2D diagrams and documents, creating a digital twin database. Key product modules include: P&ID Extraction Module (primary use case for Piping & Instrumentation Diagrams) and Isometric Drawing Extraction (ISO drawings); Batch Table Extraction for mass tabular data extraction; DXF Export for PDF-to-CAD conversion; SmartPlant P&ID Export via Excel macro and RPA; SVG Export for digital twin integration; Symbol Auto-Labeling with Incremental Learning for custom symbol training; and Auto-Grouping for asset hierarchy definition. The platform runs in a web browser (Chrome) with no installation required, and integrates with Autodesk Construction Cloud and Procore for construction/engineering workflows.
Differentiator
Problem solved
Functional benefit
Products and services
- DataSeer Digital Platform Cloud-based SaaS platform that uses AI (machine learning and computer vision) to automatically extract and digitize unstructured data from 2D engineering diagrams and documents (P&IDs, isometric drawings, PFDs) and create a digital twin database with API access. Target users are enterprise engineering and construction firms in process manufacturing industries.
- P&ID Extraction Module Primary use case module of the DataSeer platform that extracts data from Piping and Instrumentation Diagrams (P&IDs), including symbols, instrument tags, valve attributes, line numbers, and equipment data. Supports ISA-compliant symbols and custom user-defined symbols via a default P&ID symbol library.
- Isometric Drawing Extraction Extracts data from isometric (ISO) drawings, enabling pipe dimensions, line specifications, and related engineering data to be digitized alongside P&ID diagrams for engineering and construction project workflows.
Quantifiable outcome
- Increase ROI by up to 10x
- +3 more outcomes
Companies that use DataSeer
Customer profileNamed customers2 records
Segments2 records
Ideal customer profiles1 record
DataSeer technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
Integration2 records
AI capability6 records
Feature9 records
DataSeer partnerships and signals
Strategic signalPartnerships
Two partnerships are on record, tiered core.
- Autodesk Construction CloudcoreDataSeer integrated with Autodesk Construction Cloud for enhanced data efficiency. The integration allows DataSeer users to access construction cloud capabilities for improved workflow integration in engineering and construction projects.
- ProcorecoreDataSeer is available on the Procore App Marketplace for estimating and takeoff needs. This integration allows Procore users to leverage DataSeer's diagram digitization capabilities directly within their project management workflows.
Scale indicators3 records
Recent moves6 records
Expansion highlights5 records
DataSeer competitors and assessment
Company assessmentMarket position
Competitive moat5 records
Key risks6 records
Key highlights7 records
Customer concentration
DataSeer social profiles
Digital presenceDataSeer compliance and trust
Trust signalCompliance4 records
DataSeer financial estimates
Financial estimateRevenue estimate
Valuation estimate
DataSeer leadership team
Management profileNumber of profiles
Profiles1 record
DataSeer funding detail
Funding detailFunding overview
Funding rounds
Investors
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
DataSeer 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 DataSeer
What does DataSeer do?
DataSeer provides a cloud-based SaaS platform that uses AI (machine learning and computer vision) to automatically extract and digitize unstructured data from 2D industrial engineering diagrams such as Piping and Instrumentation Diagrams (P&IDs), isometric drawings, and process flow diagrams. The platform converts legacy paper and image-based engineering diagrams into structured data and CAD-compatible formats, creating a digital twin database with API access for engineering and construction firms in process manufacturing industries.
Is DataSeer a public or private company?
DataSeer is a private company. It is classified as corporate owned and is currently operating.
When was DataSeer founded?
DataSeer was founded in 2021. It employs 1 to 10 people.
Where is DataSeer based?
DataSeer is headquartered in Houston, United States, in the North America region.
How does DataSeer make money?
One revenue line is on record: software Subscription (User License).
Does DataSeer have an API?
No public API is recorded for DataSeer.
What industry is DataSeer in?
DataSeer's product category is Engineering Document AI Software. Its primary akta.pro industry code is HDAEABAD, Data Platform (Unified Data & Analytics) Suites, with a secondary code of HDAEABAJ, Metadata, Catalog & Semantic Layer for Data Platforms. Its NAICS code is 5132 and its SIC code is 7374.