What ThinkIQ does

ThinkIQ is a private U.S.-based manufacturing intelligence software company headquartered in Aliso Viejo, California, founded in 2015. It develops a Semantic Manufacturing OS — a cloud-based platform that unifies IT, OT, and supply chain data into an ontological, provenance-first knowledge graph called the Material Ledger. The platform's core innovation is providing AI agents with semantic context and decision lineage so they can reason about material flow, detect anomalies, and act autonomously across plants and supply chains without brittle hard-coded workflows. The product surface spans core platform modules (Material Ledger, Visualize, Insight, Transform, Autonomy) plus specialized modules including ThinkIQ Vision for AI-powered safety monitoring, i3X for open data access, Control Tower for supply chain visibility, and Energy Transformation for ESG compliance.

ThinkIQ targets enterprise manufacturers across multiple verticals, with primary emphasis on Food & Beverage (recall risk, traceability), Manufacturing (Industry 4.0 transformation), and Pharmaceuticals (FDA compliance, continuous manufacturing). Secondary verticals include Chemical and Safety-as-a-use-case. Named customers include a Fortune 500 CPG company (avoided multi-million dollar recall), a leading onion ring manufacturer (7% raw material cost reduction), a global cereal producer (farm-to-fork traceability), and a multi-site industrial manufacturer (20%+ energy reduction). Documented outcomes include 95% recall scope reduction, $30M+ in customer savings, 17% material loss reduction, and 100% farm-to-fork visibility.

Revenue mechanics are based on enterprise SaaS subscriptions with quote-based pricing tied to plant count, data volume, and feature modules, complemented by professional services delivered through consulting partners. Go-to-market combines direct enterprise field sales with a three-tier alliance partner program (consulting, technology, VAR), strategic distribution partnerships (Mitsubishi Corporation in Japan), and embedded positioning as a CESMII Foundation Technology Partner powering the Smart Manufacturing Interoperability Platform. Leadership includes CEO Doug Lawson, CRO Rob Schoenthaler, Head of AI/CTO Dr Paul Turner FREng, CFO Bill Guerry, and Executive Chairman Ashik Karim.

Name

ThinkIQ

Legal name

ThinkIQ Holdings, Inc.

Website

https://thinkiq.com

Company type

Private

Founded year

2015

Operating status

Operating

Headcount range

11–50 employees

Short description

ThinkIQ is a private U.S.-based manufacturing intelligence software company that builds a Semantic Manufacturing OS — an ontological knowledge graph platform providing material traceability and semantic context for agentic AI in enterprise manufacturing across food & beverage, pharma, chemical, and industrial sectors.

Ownership category

akta.pro rank

Product category

Smart Manufacturing Intelligence Software

NAICS

Software Publishers (51321), Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services (51821), Computer Systems Design Services (541512), Custom Computer Programming Services (541511)

SIC

Services-Prepackaged Software (7372), Services-Computer Integrated Systems Design (7373), Services-Computer Programming, Data Processing, Etc. (7370)

akta.pro primary industry

Enterprise AI Data & Knowledge Platforms (Vector Databases, Knowledge Graphs) (HDAEANAH)

akta.pro secondary industries

Metadata, Catalog & Semantic Layer for Data Platforms (HDAEABAJ), Enterprise Search, Indexing & Content Discovery (HDAEAGAH), Database/Application Data Layer Modernization (DB migration, ORM, caching) (BPAEAFAL)

Keywords

• Manufacturing intelligence software
• Supply chain traceability
• Industrial AI platform
• Semantic knowledge graph
• Smart manufacturing OS

Headquarters

HQ city

Aliso Viejo

HQ country

United States

HQ region

North America

Offices1 record

Markets served

GTM type

B2B

Offering type

Software

Cost components

Technology or R&D, Personnel, Marketing or Sales, Operations, Infrastructure

Revenue model

1. Enterprise Software Licenses/Subscriptions: SaaS platform licensing for manufacturing intelligence and agentic AI capabilities, likely structured as annual or multi-year subscription contracts for enterprise customers.
2. Professional Services: Implementation services delivered through consulting partners and alliance program members to deploy ThinkIQ solutions.

Pricing tiers

Go-to-market motion1 record

Distribution channels4 records

Marketing channels8 records

Core offering

ThinkIQ provides a Semantic Manufacturing OS that transforms raw IT/OT and supply chain data into an ontological, provenance-first knowledge graph called the Material Ledger. The platform gives agentic AI the semantic context, lineage, and constraints it needs to reason correctly, trace decisions, and act autonomously across manufacturing operations. It is sold to enterprise manufacturers as a subscription-based SaaS platform with implementation services delivered through consulting partners.

Product overview

ThinkIQ is a Semantic Manufacturing OS that provides a unified platform for manufacturing intelligence. The core offering centers on the Material Ledger—a manufacturing knowledge graph that provides semantic context for AI agents. The platform includes specialized modules: ThinkIQ Vision for AI-powered safety monitoring, ThinkIQ i3X for open data access, ThinkIQ Control Tower for supply chain visibility, and Energy Transformation for sustainability tracking. Additional product modules include Visualize (real-time monitoring), Insight (analytics), Transform (process optimization), and Autonomy (AI-driven operations). Solutions span Manufacturing, Food & Beverage, Pharmaceuticals, Chemical, and Safety verticals, organized around a 5-stage path from Data Capture to Industry 4.0 Smart Manufacturing.

Differentiator

Problem solved

Functional benefit

Brands

• ThinkIQ Vision: AI-powered vision platform for manufacturing intelligence and safety monitoring
• ThinkIQ i3X
• ThinkIQ Visualize
• ThinkIQ Insight
• ThinkIQ Transform
• ThinkIQ Autonomy

Products and services

• ThinkIQ Semantic Manufacturing OS Core platform that unifies OT/IT and supply chain signals into a manufacturing knowledge graph, enabling trustworthy agentic AI to reason, trace decisions, and act autonomously across operations. Sold as enterprise subscription software to manufacturers.
• ThinkIQ Vision AI-powered vision system that converts existing factory cameras into structured events for real-time safety monitoring, hazard detection, PPE compliance verification, forklift tracking, and near-miss identification. Structured events are placed into the Material Ledger for traceability.
• ThinkIQ Continuous Intelligence & Control Tower Control tower capability that provides real-time visibility and automated decision-making across plants and the supply chain, closing the gap between operational events and actionable insights through the edge-to-cloud-to-edge intelligence loop.
• ThinkIQ Manufacturing Solutions Industry-tailored application of the ThinkIQ platform for discrete, hybrid, and process manufacturers, organized around a 5-stage path from data capture to Industry 4.0 smart manufacturing, addressing AI-ready operations and material-centric traceability.
• ThinkIQ Food & Beverage Solutions Industry-tailored platform application for food and beverage manufacturers requiring complete ingredient-to-finished-product traceability, supporting FDA/FSMA food safety compliance, contamination prevention, recall risk mitigation, and yield optimization.
• ThinkIQ Pharmaceutical Solutions Industry-tailored platform application for pharmaceutical manufacturers transitioning from batch to continuous manufacturing, providing complete batch genealogy, lab-to-jab visibility, deviation detection, and automated compliance documentation for FDA Zero Defect requirements.
• ThinkIQ Chemical Solutions Industry-tailored platform application for petroleum and process chemical manufacturers providing upstream, midstream, and downstream material visibility, complete audit trails, instant recall capabilities, and process variability optimization.
• ThinkIQ Energy Transformation Energy and sustainability tracking module that aggregates energy and waste data across facilities, supporting decarbonization tracking, automated ESG reporting for SEC Scope 1, 2, and 3 GHG emissions compliance.

Quantifiable outcome

• Recall scope reduced by up to 95% through granular traceability
• +4 more outcomes

Named customers4 records

Segments5 records

Ideal customer profiles3 records

Technology focussed Yes

API detail

Has API

Yes

API docs

API detail

Core technology

AI maturity

App detail

Integration7 records

AI capability8 records

Feature7 records

Partnerships

Six partnerships are on record, tiered core, flagship and minor.

• Mitsubishi Corp.coreChannel Partner/ Reseller/ Distributor · 9 January 2024Mitsubishi Corp. invested in ThinkIQ and entered into a collaboration to promote digital manufacturing solutions in Japan. The partnership aims to expand market reach of ThinkIQ's open platform for supply chain visibility and accelerate digital transformation in manufacturing across Japan.
• CESMII (Smart Manufacturing Institute)flagshipStrategic or Co-development PartnerFoundation Technology Partner to CESMII - The Smart Manufacturing Institute. ThinkIQ powers key components of the Smart Manufacturing Interoperability Platform (SMIP), providing data contextualization, ontological representation, and industrial plug-and-play capabilities. Validates ThinkIQ's approach to solving manufacturing's most critical data challenges.
• TechiosoftminorImplementation/ SI/ Consulting PartnerConsulting partner in ThinkIQ's alliance program providing implementation services and solution practices for customers.
• BrickRed GroupminorImplementation/ SI/ Consulting PartnerConsulting partner offering business and technology expertise to support ThinkIQ solution implementation.
• FullboreminorChannel Partner/ Reseller/ DistributorVAR (Value-Added Reseller) partner selling ThinkIQ software licenses and extending capabilities through implementation services.
• KearneycoreStrategic or Co-development PartnerStrategic partnership with Kearney consulting firm for joint thought leadership on manufacturing AI architecture. Published joint articles including 'Architecture Determines Who Captures Manufacturing AI' and 'Agentic Architectures: The Next Disruption in Enterprise Data and AI'.

Scale indicators6 records

Recent moves6 records

Expansion highlights6 records

Direct peers

• Sight Machine: Sight Machine provides AI-driven analytics and a data fabric for manufacturing plant floors, directly competing with ThinkIQ's semantic manufacturing platform for operational intelligence use cases.
• Braincube: Braincube offers a manufacturing analytics and data platform for continuous improvement, overlapping with ThinkIQ's Material Ledger and operational intelligence positioning for industrial customers.
• HighByte: HighByte provides an Industrial DataOps platform that unifies operational data into a contextualized model for analytics and AI, closely mirroring ThinkIQ's semantic data fabric approach.
• Augury: Augury applies AI and sensor analytics to manufacturing equipment health and process reliability, competing for the same industrial AI budget as ThinkIQ's platform.
• MachineMetrics: MachineMetrics delivers manufacturing analytics and automation on top of factory-floor data, overlapping with ThinkIQ's value proposition around contextualized operational data and visibility.
• Seeq: Seeq provides a manufacturing analytics platform that connects to historian, IIoT, and ERP data for process improvement, comparable to ThinkIQ's analytics and contextualized data layers.
• SparkCognition: SparkCognition builds AI solutions for industrial asset management, manufacturing, and defense, competing with ThinkIQ on enterprise industrial AI deployments.

Broad incumbents

• C3.ai: C3.ai is a broad enterprise AI platform with dedicated manufacturing applications, providing an alternative to ThinkIQ for large manufacturers evaluating enterprise-scale AI deployments.
• PTC (ThingWorx): PTC's ThingWorx is an established industrial IoT and manufacturing data platform with broad installed base, competing with ThinkIQ for plant connectivity, analytics, and AI workloads.
• Siemens Xcelerator / MindSphere: Siemens Xcelerator and MindSphere provide a deep industrial data and digital-twin platform, representing a scaled incumbent alternative to ThinkIQ's semantic manufacturing layer.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat5 records

Key risks6 records

Key highlights7 records

Customer concentration

Compliance1 record

Revenue estimate

Valuation estimate

Number of profiles

Profiles5 records

Funding overview

Funding rounds7 records

Investors9 records

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about ThinkIQ