TDengine
- Company typePrivate
- Founded2017
- HeadquartersSan Jose, United States
- Headcount51–100
- GTM typeB2B
- OfferingSoftware
TDengine firmographics
Firmographics- Name
- TDengine
- Legal name
- TDengine
- Website
- https://tdengine.com
- Company type
- Private
- Founded year
- 2017
- Operating status
- Operating
- Headcount range
- 51–100 employees
- Ownership category
- akta.pro rank
TDengine industry classification
Industry- Product category
- Industrial Time-Series Database and AI-Native Data Historian
- NAICS
- Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services (5182), Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services (518), Computer Systems Design Services (541512)
- SIC
- Services-Prepackaged Software (7372), Services-Computer Programming, Data Processing, Etc. (7370)
- akta.pro primary industry
- Time-Series Databases (HDAEAAAF)
- akta.pro secondary industries
- Data Engineering, Integration & ETL/ELT Services (BPAEAHAB), Data & Analytics Platforms (Data Warehousing, Lakes, Streaming) (HDABAAAF), Database-as-a-Service (DBaaS) Platforms (HDAEAAAN), Database/Application Data Layer Modernization (DB migration, ORM, caching) (BPAEAFAL)
Keywords
Where TDengine is headquartered
LocationHeadquarters
- HQ city
- San Jose
- HQ country
- United States
- HQ region
- North America
Offices2 records
Markets served
TDengine business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Personnel, Technology or R&D, Marketing or Sales, Infrastructure, Operations
Revenue model
- TDengine Historian Software Licenses: TDengine sells annual or perpetual software licenses for TDengine Historian (combining TSDB and IDMP components). Licenses are priced based on tag count with tiered pricing. Annual plans include standard support; perpetual plans include optional 15% annual support fee. High availability is available for an additional 30% of plan cost.
- TDengine TSDB Software Licenses: TDengine TSDB-Enterprise is sold as annual or perpetual licenses priced by core count. Each core typically supports 2,500 to 5,000 data points per second of sustained ingestion. Annual plans include standard support; perpetual plans include optional 15% annual support fee.
- TDengine Cloud (Fully Managed SaaS): TDengine Cloud delivers fully managed cloud service in AWS, Azure, and GCP with tag-based or resource-based (cores/memory/storage) pricing. Monthly and annual billing options available. Annual plans offer significant discounts over monthly plans.
- Premium Support: Premium 24x7 support coverage for Severity 1 incidents available as an additional cost add-on for both annual and perpetual license customers.
- Open Source (TDengine TSDB-OSS): TDengine TSDB-OSS is a fully open-source time-series database with clustering capabilities that serves as the foundation for all paid offerings. While free to use, it drives awareness and conversion to commercial products.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Subscription | Annual | TDengine Historian Annual Plans - Tag-based pricing from 2,500 to 500,000 tags |
| One time/ perpetual license | Multi-year contract | TDengine Historian Perpetual Plans - One-time license with optional annual support |
| Subscription | Monthly | TDengine Cloud (Fully Managed) - Tag-based cloud pricing |
| Subscription | Annual | TDengine TSDB Annual Plans - Core-based pricing from 2 to 32 cores |
| Subscription | Monthly | TDengine TSDB Cloud - Resource-based fully managed cloud pricing |
| Subscription | Annual | TDengine Historian Pilot License - 300-tag evaluation license |
Go-to-market motion4 records
Distribution channels5 records
Marketing channels11 records
TDengine product offering
Product offeringCore offering
TDengine provides an AI-driven data platform for Industrial IoT that ingests, stores, analyzes, and visualizes massive volumes of time-series data from sensors, machines, and industrial equipment. Its core offerings combine a high-performance time-series database (TDengine TSDB), an AI-native industrial data management platform (IDMP), an industrial data historian, a fully managed cloud service, and an integrated AI analytics agent (TDgpt) for forecasting and anomaly detection.
Product overview
TDengine is an AI-powered data historian that operates as a platform-plus-modules architecture combining two core products: TDengine TSDB (high-performance time-series database) and TDengine IDMP (AI-native industrial data management platform). These are seamlessly integrated into TDengine Historian, a complete industrial data solution. The product portfolio includes open-source (TDengine TSDB-OSS) and enterprise versions, cloud-based SaaS (TDengine Cloud), specialized AI capabilities (TDengine TDgpt), and various tools including TSDB Explorer, taosKeeper monitoring, and Grafana plugins. TDengine competes as a modern PI System alternative, delivering comparable historian capabilities at significantly lower cost with built-in AI functionality.
Differentiator
Problem solved
Functional benefit
Brands
- TDengine TSDB: High-performance time-series database for industrial IoT that securely ingests, stores, analyzes, and distributes petabytes of data per day generated by billions of sensors and devices.
- TDengine IDMP
- TDengine Historian
- TDgpt
Products and services
- TDengine TSDB A purpose-built high-performance time-series database designed for ingesting, storing, querying, and analyzing massive volumes of time-series data from IoT sensors, machines, and industrial equipment. Available as an open-source edition and a paid enterprise edition for large-scale industrial production deployments.
- TDengine TSDB-OSS The open-source edition of TDengine TSDB, freely available to developers and used as the entry point into the TDengine platform.
- TDengine Cloud A fully managed cloud service offering for TDengine TSDB, allowing customers to run time-series workloads without operating the database themselves.
- TDengine IDMP An AI-native industrial data management platform that contextualizes time-series data with industrial asset and process models, enabling digital-twin and AI-driven industrial analytics.
- TDengine Historian An AI-powered industrial data historian for long-term retention, retrieval, and analytics of high-frequency industrial process and sensor data, positioned as a modern alternative to legacy historians.
- TDengine TDgpt An AI agent for time-series analytics that delivers forecasting, anomaly detection, and other AI/ML capabilities natively on time-series data inside the TDengine platform.
Quantifiable outcome
- 10x higher performance at 10% cost compared to general-purpose databases
- +8 more outcomes
Companies that use TDengine
Customer profileNamed customers12 records
Segments7 records
Ideal customer profiles2 records
TDengine technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- Yes
- API docs
- API detail
Core technology
AI maturity
App detail
Integration15 records
AI capability10 records
Feature13 records
TDengine partnerships and signals
Strategic signalPartnerships
21 partnerships are on record, tiered core, flagship and regional.
- SAINTIcoreSouth Korea-based specialist in AI-powered smart factory solutions and industrial digital transformation. Value-added reseller partnership to drive industrial data innovation in South Korea.
- PiramidcoreChile-based specialist in industrial data integration and IIoT solutions with strong focus on mining industry. Value-added reseller partnership to deliver AI-native industrial data solutions in Chile.
- Deloitte IndiaflagshipStrategic alliance announced March 12, 2026 to help customers modernize legacy data architectures, unlock AI-driven operational insights, and reduce system complexity. Deloitte India brings deep industry expertise across utilities, manufacturing, mining and metals, and renewable energy sectors. Will work with TDengine to design and implement modernization roadmaps including historian replacement and hybrid transition strategies.
- CSE ICONcoreProfessional services company focused on design, development, and implementation of Operational Technologies used in processing and manufacturing industries. Partnership announced May 2026 to deliver modern industrial data infrastructure solutions to customers across North America.
- AWSflagshipTDengine Cloud available in AWS Marketplace as qualified software. AWS customers can procure fully managed TDengine service directly through AWS. TDengine is part of AWS Partner Network.
- Casne EngineeringcoreIntegrates TDengine's time-series database technology into IIoT solutions to create comprehensive IIoT platform for industrial customers, improving operational efficiency, reducing downtime, and increasing overall equipment effectiveness (OEE).
- EMQcoreWorld's leading software provider of open-source IoT data infrastructure. EMQ and TDengine joint webinar demonstrating EMQX Platform integration with TDengine for IIoT data ingestion, storage, and visualization.
- Kepware (PTC)coreIndustrial connectivity solutions providing flexibility to combine drivers and consume multiple protocols. Integration announcement with TDengine for seamless data collection from industrial equipment.
- SeeqcoreAdvanced industrial data analytics platform. Joint solution with TDengine provides comprehensive data analysis for manufacturing, IIoT, and power systems industries, combining efficient data storage with advanced analytics capabilities.
- OntopiccoreLeading expert in creating virtual Knowledge Graphs from relational data sources. Partnership enables semantic integration combining TDengine time-series data with knowledge graph for explainable AI in manufacturing.
- EcubixregionalIndustrial digital solutions company specializing in scalable future-ready industrial architectures. Regions: India. Industries: power, pharmaceuticals, oil & gas.
- CereBulbregionalDigital transformation catalyst using Enterprise Solutions and Industrial IoT expertise. Regions: United States, Australia, India. Industries: automotive, manufacturing, energy, metals and mining, construction.
- Réalta TechnologiesregionalAutomation, digital systems and project management consultancy for Pharma, Bio-Pharma, Med Device, FMCG and manufacturing sectors. Regions: Europe, United States, India.
- QuindooregionalIndustrial data consulting and engineering company specializing in data integration, analytics, and robust data platforms. Regions: Austria, Germany, Switzerland. Industries: pharma, energy, chemical.
- Visione GroupregionalSpecialized IT-OT consulting, systems integration, and engineering services. Regions: Australia and New Zealand. Industries: water, energy, oil & gas, manufacturing.
- AlephregionalTransforms legacy machines into Industry 4.0-ready systems through edge micro-services, adaptive AI, and OPC UA standards. Regions: Italy. Industries: tobacco, food & beverage.
- AppomaxregionalOne-stop solution for Industrial 4.0 applications, IoT, and AI. Regions: Thailand.
- First AutomationregionalIntegrates OT and IT systems, develops IIoT and SCADA solutions, delivers automation and edge computing projects. Regions: Peru. Industries: energy, mining, hydrocarbons, aquaculture, manufacturing.
- Scada Prima Cipta (SPC)regionalSystem integration and application development company with SCADA, multi-vendor PLCs and system integration expertise. Regions: Indonesia. Industries: energy, petrochemical, manufacturing.
- East Sea Energy Environment (ESEC)regionalComprehensive solutions for power infrastructure, energy platforms, automation, and digitalization. Regions: Vietnam. Industries: power, oil & gas, mining, manufacturing.
- Arabian Digital SolutionsregionalHelps industrial organizations improve efficiency, reliability, and performance through advanced automation and data-driven technologies. Regions: Saudi Arabia. Industries: power generation, manufacturing.
Scale indicators15 records
Recent moves6 records
Expansion highlights6 records
TDengine competitors and assessment
Company assessmentDirect peers
- AVEVA (PI System): AVEVA acquired OSIsoft and operates the PI System, the dominant industrial process historian and TDengine's primary displacement target. Directly comparable product category, customer base (manufacturing, energy, utilities), and pricing benchmarks (TDengine positions at ~1/3 the cost of PI).
- InfluxData: Developer of InfluxDB, a leading open-source time-series database. Competes head-to-head with TDengine TSDB on IoT and IIoT workloads; TDengine publicly displaces InfluxDB at customers like CATL. Same freemium-to-enterprise GTM motion and similar target customers.
- Timescale: TimescaleDB is a PostgreSQL-based time-series database competing for the same IoT/IIoT workloads. Targets overlapping developer-led adoption paths with similar SQL-based querying and tiered cloud pricing.
- Canary Labs: Canary Labs makes the Canary Historian, one of the named PI System alternatives TDengine explicitly displaces. Directly comparable in industrial historian use cases (process manufacturing, energy, utilities) and customer profile.
- Wonderware Historian (AVEVA): AVEVA's Wonderware Historian (formerly Schneider Electric) is another legacy industrial historian that TDengine explicitly targets for replacement. Comparable customer base in discrete and process manufacturing.
Broad incumbents
- AWS Timestream: Hyperscaler-managed time-series database service bundled into AWS. Competes with TDengine Cloud for cloud-native IIoT workloads and benefits from default cloud procurement and zero infra overhead for AWS customers.
- Azure Data Explorer (Kusto): Microsoft's cloud-native time-series and log analytics service competes with TDengine Cloud on Azure. Enterprise customers with MACC commitments face strong incentive to standardize on Kusto over third-party alternatives.
- Honeywell Forge: Industrial software and connected-plant portfolio that includes historian-style capabilities and competes for the same enterprise modernization RFPs in process industries, particularly oil & gas and chemicals.
- Siemens Industrial Edge / Insights Hub: Siemens' industrial IoT and edge platform competes with TDengine in discrete manufacturing. Notably, Siemens is also a TDengine customer (via Siemens/TCG UNITECH industrial AI deployment), illustrating the dual competitor/customer dynamic with industrial incumbents.
Emerging players
- PTC Kepware / ThingWorx: PTC's industrial connectivity (Kepware) and IIoT platform (ThingWorx) overlap with TDengine's industrial connector strategy and asset modeling. Jim Fan, TDengine's VP of Product, was previously Director of Product Marketing at PTC's IoT Division, reflecting direct competitive familiarity.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat6 records
Key risks7 records
Key highlights7 records
Customer concentration
TDengine social profiles
Digital presenceTDengine compliance and trust
Trust signalCompliance3 records
TDengine financial estimates
Financial estimateRevenue estimate
Valuation estimate
TDengine leadership team
Management profileNumber of profiles
Profiles2 records
TDengine funding detail
Funding detailFunding overview
Funding rounds6 records
Investors9 records
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
TDengine 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 TDengine
What does TDengine do?
TDengine provides an AI-driven data platform for Industrial IoT that ingests, stores, analyzes, and visualizes massive volumes of time-series data from sensors, machines, and industrial equipment. Its core offerings combine a high-performance time-series database (TDengine TSDB), an AI-native industrial data management platform (IDMP), an industrial data historian, a fully managed cloud service, and an integrated AI analytics agent (TDgpt) for forecasting and anomaly detection.
Is TDengine a public or private company?
TDengine is a private company. It is classified as venture growth investor backed and is currently operating.
When was TDengine founded?
TDengine was founded in 2017. It employs 51 to 100 people.
Where is TDengine based?
TDengine is headquartered in San Jose, United States, in the North America region.
How does TDengine make money?
Five revenue lines are on record. TDengine Historian Software Licenses are the primary driver. The others are TDengine TSDB Software Licenses, TDengine Cloud (Fully Managed SaaS), premium Support and open Source (TDengine TSDB-OSS).
Who are TDengine's main competitors?
Direct peers on record are AVEVA (PI System), InfluxData, Timescale, Canary Labs and Wonderware Historian (AVEVA). Broad incumbents are AWS Timestream, Azure Data Explorer (Kusto), Honeywell Forge and Siemens Industrial Edge / Insights Hub. PTC Kepware / ThingWorx is listed as an emerging player.
Does TDengine have an API?
Yes. TDengine provides comprehensive API access through standard SQL interfaces including JDBC and ODBC for database connectivity, REST API for data access and integration, and WebSocket for real-time subscriptions. The platform supports multiple programming language SDKs including Python, Java, C/C++, Go, Node.js, Rust, C#, and R. TDengine includes built-in data subscription mechanism (Kafka-like) allowing users to create topics based on databases, super tables, or SQL queries to stream incoming data in real time. Developer documentation is at docs.tdengine.com.
What industry is TDengine in?
TDengine's product category is Industrial Time-Series Database and AI-Native Data Historian. Its primary akta.pro industry code is HDAEAAAF, Time-Series Databases, with a secondary code of BPAEAHAB, Data Engineering, Integration & ETL/ELT Services. Its NAICS code is 5182 and its SIC code is 7372.