Element
Element Analytics is a B2B SaaS company that builds graph-based contextual models from enterprise IT and OT data to support analytical workloads and data governance, primarily serving industrial, energy, and infrastructure customers through an enterprise SaaS model.
- Company typePrivate
- Founded2015
- HeadquartersOakland, United States
- Headcount11–50
- GTM typeB2B
- OfferingSoftware
What Element does
Element Analytics is a B2B SaaS company that contextualizes information technology (IT) and operational technology (OT) data into graph-based models, providing enterprises with a unified semantic layer for analytical workloads and data governance across previously siloed industrial and information systems. Founded in 2015 and headquartered in Oakland, California, the company is built around the thesis that fragmented operational and business data inside large enterprises must be modeled as an interconnected graph before analytics, digital twin, and governance use cases can scale. The strategic investor base — ABB Ventures, Honeywell Ventures, GE Ventures, and SE Ventures (Schneider Electric) — indicates the platform is positioned primarily for industrial, energy, and infrastructure customers rather than horizontal enterprise SaaS.
The company's underlying technology converts heterogeneous IT/OT data sources into a contextualized graph model that downstream applications can query, govern, and analyze against. No public pricing, packaging details, or named customer deployments are disclosed in the available sources, so the commercial model cannot be specified beyond an enterprise SaaS framework. Leadership includes CEO Andy Bane, CTO Sean McCormick, and co-founder David Mount, who also serves as a Partner at Kleiner Perkins' Green Growth Fund — an arrangement that links the company's commercial direction to the firm's energy transition and sustainability investment thesis.
Element Analytics has raised approximately $40 million across four funding rounds between 2015 and 2020, anchored by Kleiner Perkins from inception through the most recent round, with later participation from a broad syndicate of industrial and energy-focused venture investors. The company remains private, with a stated headcount of 11-50 and no disclosed revenue, ARR, or customer count in available sources, which materially limits visibility into current commercial scale and momentum.
Element firmographics
Firmographics- Name
- Element
- Website
- https://elementanalytics.com
- Company type
- Private
- Founded year
- 2015
- Operating status
- Operating
- Headcount range
- 11–50 employees
- Short description
- Element Analytics is a B2B SaaS company that builds graph-based contextual models from enterprise IT and OT data to support analytical workloads and data governance, primarily serving industrial, energy, and infrastructure customers through an enterprise SaaS model.
- Ownership category
- akta.pro rank
Element industry classification
Industry- Product category
- Industrial Data Analytics Software
- NAICS
- Information (51), Computer Systems Design and Related Services (54151)
- SIC
- Services-Prepackaged Software (7372)
- akta.pro primary industry
- Data Platform (Unified Data & Analytics) Suites (HDAEABAD)
- akta.pro secondary industries
- Metadata, Catalog & Semantic Layer for Data Platforms (HDAEABAJ), Data Governance Platforms (Policies, Stewardship, Workflows) (HDAEADAB)
Keywords
Where Element is headquartered
LocationHeadquarters
- HQ city
- Oakland
- HQ country
- United States
- HQ region
- North America
Markets served
Element business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Personnel, Technology or R&D, Marketing or Sales, Infrastructure
Element product offering
Product offeringCore offering
Element provides a software-as-a-service platform that transforms IT and OT (operational technology) data into contextualized, graph-based models. The platform is designed to support diverse analytical workloads—including analytics, machine learning, and operational reporting—while also enabling data governance across industrial data environments.
Product overview
Element is a fleet management company that integrates with Samsara's platform ecosystem. The company provides fleet management solutions for commercial vehicle operations, though specific product names and detailed descriptions are not available in the provided sources.
Differentiator
Problem solved
Functional benefit
Products and services
- IT/OT Graph Data Platform SaaS platform that transforms IT and OT data into contextualized, graph-based models to support multiple analytical workloads (analytics, machine learning, operational reporting) and data governance use cases for enterprise and industrial customers.
Companies that use Element
Customer profileIdeal customer profiles1 record
Element technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
Integration2 records
Element partnerships and signals
Strategic signalRecent moves5 records
Expansion highlights3 records
Element competitors and assessment
Company assessmentDirect peers
- C3.ai: Enterprise AI software provider that, like Element, builds data contextualization platforms targeted at OT/IT industrial data, unifying sensor, operational, and enterprise data into AI-ready models.
- Collibra: Enterprise data governance, catalog, and stewardship platform. Collibra competes with Element in the data governance layer, though Collibra is more horizontally focused versus Element's IT/OT graph specialization.
- Alation: Data catalog and metadata management platform used for data governance and analytics enablement — overlapping with Element's metadata/catalog and semantic layer capabilities in adjacent enterprise data contexts.
Broad incumbents
- Palantir Technologies: Palantir Foundry delivers an ontology-driven (graph-based) data integration and analytics platform with deep penetration in industrial/manufacturing — overlapping significantly with Element's IT/OT semantic layer play but with much broader scope and scale.
- AVEVA: AVEVA (including OSIsoft PI) provides industrial data infrastructure for OT/IT convergence in process and discrete manufacturing — directly comparable to Element's industrial data contextualization positioning, with a much larger installed base.
- Databricks: Unified data and analytics platform (lakehouse) increasingly bundling data governance, catalogs, and ML capabilities — overlaps with Element's analytics and governance positioning as a horizontal incumbent.
- Informatica: Long-standing enterprise data integration, governance, and catalog vendor with broad Fortune 500 coverage — a broad incumbent alternative for the data governance use case Element targets.
- Hitachi Vantara: Industrial data and IoT-focused arm of Hitachi with strong OT/IT convergence product portfolio (Lumada), competing with Element in industrial data contextualization and analytics.
Emerging players
- Io-Tahoe (akeneo / Talend-adjacent): Talend (now part of Qlik) provides data integration and governance platforms with OT-adjacent capabilities — comparable to Element's data governance and contextualization positioning though it focuses more broadly on enterprise ETL.
- Reltio: Cloud-native master data management and data unification platform with graph-based entity resolution — comparable technology approach to Element's graph-based IT/OT data contextualization.
Market position
Strengths4 records
Weaknesses4 records
Competitive moat4 records
Key risks5 records
Key highlights5 records
Customer concentration
Element social profiles
Digital presenceElement financial estimates
Financial estimateRevenue estimate
Valuation estimate
Element leadership team
Management profileNumber of profiles
Profiles3 records
Element funding detail
Funding detailFunding overview
Funding rounds4 records
Investors14 records
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Element 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 Element
What does Element do?
Element provides a software-as-a-service platform that transforms IT and OT (operational technology) data into contextualized, graph-based models. The platform is designed to support diverse analytical workloads—including analytics, machine learning, and operational reporting—while also enabling data governance across industrial data environments.
When was Element founded?
Element was founded in 2015. It employs 11 to 50 people.
Where is Element based?
Element is headquartered in Oakland, United States, in the North America region.
Who are Element's main competitors?
Direct peers on record are C3.ai, Collibra and Alation. Broad incumbents are Palantir Technologies, AVEVA, Databricks, Informatica and Hitachi Vantara. Emerging players are Io-Tahoe (akeneo / Talend-adjacent) and Reltio.
Does Element have an API?
No public API is recorded for Element.
What industry is Element in?
Element's product category is Industrial Data Analytics 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 51 and its SIC code is 7372.