Oriv

What Oriv does

Oriv is a component data infrastructure company serving regulated hardware engineering teams in aerospace and defense, automotive, medical devices, avionics test, robotics, and hardware prototyping. The company's core product, the Oriv Data Layer, unifies public vendor datasheets (covering an estimated ~60% of a typical regulated BOM) with private customer data such as custom Source Control Drawings, MIL-PRF specifications, and supplier qualifications (the remaining ~40%) into a single canonical, queryable schema. The platform normalizes multi-vendor parameter naming into SI-base units, preserves operating-condition tuples (temperature, supply, load) as structured data rather than flattened strings, and attaches per-field provenance citations to source pages, tables, and footnotes for ISO 26262, FDA, and DMSMS auditability. Public corpus data is shared across customers while private tenant data is isolated with no cross-customer training, with VPC and on-prem deployment options available.

The technical stack exposes the parametric store through standard query languages (SQL, MQL, SPARQL), REST and GraphQL APIs, Python and TypeScript SDKs, and an AI-agent-native interface (Orivagent) accessible via Model Context Protocol servers, Cursor, and Claude or Copilot. Native integrations extend the platform's reach into leading EDA tools (Altium, KiCad, Cadence Allegro, Mentor Graphics), PLM systems (Siemens Teamcenter, Aras Innovator, PTC Windchill, Dassault ENOVIA), ERP platforms (SAP S/4HANA, Oracle), and cloud data warehouses (Snowflake, Databricks), allowing engineering teams to query component data, alternate parts, footprints, and IPC-7351B land patterns from within their existing toolchain.

Oriv monetizes through enterprise SaaS subscriptions sold via a direct field sales motion, with pricing calibrated to data volume or BOM complexity and structured as multi-year contracts. The current go-to-market is anchored by a Design Partner Program that selects three engineering teams per quarter per category vertical, offering co-shaped canonical schema development, one production PLM/ERP/warehouse integration, native plug-in delivery, direct founder access, and locked-in pricing for three years post general availability. Headcount is in the 11–50 range and the company has not disclosed any funding rounds, customers, or revenue figures, indicating a very early commercial stage.

Name

Oriv

Legal name

Oriv, Inc.

Website

https://oriv.io

Company type

Private

Founded year

2023

Operating status

Operating

Headcount range

11–50 employees

Short description

Oriv is a component data infrastructure company serving regulated hardware engineering teams in aerospace and defense, automotive, medical devices, avionics test, robotics, and prototyping. It unifies public datasheets with private custom SCDs, MIL-PRF specs, and supplier qualifications into a canonical, provenance-cited parametric data layer accessible to AI agents and EDA, PLM, ERP, and data warehouse systems.

Ownership category

akta.pro rank

Product category

Component Data Infrastructure

NAICS

Computer Systems Design and Related Services (54151), Software Publishers (5132)

SIC

Services-Computer Programming, Data Processing, Etc. (7370)

akta.pro primary industry

AI Application Enablement Platforms (Copilot/Agent Frameworks, SDKs) (HDAEANAJ)

akta.pro secondary industries

Enterprise AI Data & Knowledge Platforms (Vector Databases, Knowledge Graphs) (HDAEANAH), Database/Application Data Layer Modernization (DB migration, ORM, caching) (BPAEAFAL)

Keywords

• Component data infrastructure
• Parametric data platform
• Electronic component datasheets
• Hardware engineering data layer
• EDA PLM integrations

Headquarters

HQ city

San Francisco

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, Infrastructure, Marketing or Sales, Operations

Revenue model

1. Data Layer Subscription (SaaS): Oriv operates as a SaaS data infrastructure platform, providing access to a canonical component data layer (public corpus + private tenant layer) on a subscription basis. The Design Partner Program indicates locked-in pricing for three years post-GA, consistent with multi-year enterprise contract structures. Revenue is derived from recurring SaaS subscriptions with enterprise pricing based on data volume or BOM complexity.

Pricing tiers

Go-to-market motion1 record

Distribution channels1 record

Marketing channels1 record

Core offering

Oriv provides the Oriv Data Layer, a SaaS component data infrastructure platform that consolidates public vendor datasheets and private custom SCDs, MIL-PRF specifications, and supplier qualifications into a single canonical parametric schema. The platform exposes SI-normalized values, preserved condition tuples, and per-field provenance citations via SQL/MQL/SPARQL, REST/GraphQL APIs, Python/TypeScript SDKs, and an AI-native query interface (Orivagent) that integrates with EDA tools (Altium, KiCad, Cadence Allegro), PLM systems (Siemens Teamcenter, Aras, Windchill, ENOVIA), ERP platforms (SAP, Oracle), data warehouses (Snowflake, Databricks), and AI agents (Cursor, Claude, Copilot, MCP servers).

Product overview

Oriv is a unified component data infrastructure platform that consolidates public vendor datasheets (~60% coverage) and private custom SCDs, MIL-PRF specifications, and supplier qualifications (~40% coverage) into a single canonical schema. The core Oriv Data Layer provides SI-normalized parametric values, preserved condition tuples, and per-field provenance, queryable via SQL/MQL/SPARQL, REST/GraphQL APIs, Python/TypeScript SDKs, and direct AI agent integration through MCP servers, Cursor, and Claude/Copilot. Integrations with EDA tools (Altium, KiCad, Cadence Allegro, Mentor Graphics), PLM systems (Siemens Teamcenter, Aras Innovator, PTC Windchill, Dassault ENOVIA), ERP platforms (SAP S/4HANA, Oracle), and data warehouses (Snowflake, Databricks) enable engineers to access component data from tools they already use.

Differentiator

Problem solved

Functional benefit

Products and services

• Oriv Data Layer The Oriv Data Layer is a SaaS component data infrastructure platform that consolidates public vendor datasheets (~60% coverage) and private custom SCDs, MIL-PRF specifications, and supplier qualifications (~40% coverage) into a single canonical schema. It provides SI-normalized parametric values, preserved condition tuples, and per-field provenance citations, accessible via SQL/MQL/SPARQL, REST/GraphQL APIs, Python/TypeScript SDKs, and AI agent integration through MCP servers, Cursor, and Claude/Copilot. Integrations with EDA tools (Altium, KiCad, Cadence Allegro, Mentor Graphics), PLM systems (Siemens Teamcenter, Aras Innovator, PTC Windchill, Dassault ENOVIA), ERP platforms (SAP S/4HANA, Oracle), and data warehouses (Snowflake, Databricks) enable engineers to access component data from existing tools. Built for enterprise hardware engineering teams in aerospace & defense, automotive, and medical devices.
• Orivagent Orivagent is the AI agent interface for the Oriv Data Layer that processes natural language queries (e.g., "Find me an automotive-grade op-amp with VOS max under 100 µV"), resolves parameter conditions such as temperature ranges, indexes candidate components with cited parametric data, and exports results including IPC-7351B land patterns and footprint geometry to EDA tools (Altium, KiCad, Allegro). Unlike frontier LLMs that generate non-cited responses, Orivagent returns provenance-cited component specifications with operating-range conditions. Designed for component engineering, hardware R&D, and AI-assisted design workflows.

Quantifiable outcome

• DMSMS investigation time reduced from 4–6 weeks to 1 day per part
• +6 more outcomes

Segments5 records

Ideal customer profiles3 records

Technology focussed Yes

API detail

Has API

Yes

API docs

API detail

Core technology

AI maturity

App detail

Integration18 records

AI capability6 records

Feature7 records

Partnerships

14 partnerships are on record, tiered core.

• AltiumcoreTechnology or IntegrationOriv integrates with Altium (EDA/CAD tool) to export footprint data, pinouts, and IPC-7351B land patterns directly into the design environment. The integration enables engineers to query component parameters and automatically receive cited footprint files within Altium without leaving their design workflow.
• KiCadcoreTechnology or IntegrationOriv integrates with KiCad to export footprint data, pinouts, and IPC-7351B land patterns. The integration enables open-source PCB design workflows to access normalized component data and cited footprints directly from Oriv's parametric store.
• Cadence AllegrocoreTechnology or IntegrationOriv integrates with Cadence Allegro (EDA/CAD) to export footprint data and IPC-7351B land patterns. The integration allows Allegro users to query the Oriv data layer for component alternates and receive cited design files within their existing PCB design environment.
• Siemens TeamcentercoreTechnology or IntegrationOriv integrates with Siemens Teamcenter (PLM) as part of its Design Partner Program onboarding — one PLM, ERP, or warehouse integration is shipped in production for design partner participants. The integration enables parametric component data to flow into Teamcenter's BOM management workflows.
• Aras InnovatorcoreTechnology or IntegrationOriv integrates with Aras Innovator (PLM system) as part of its Design Partner Program, with a PLM integration shipped in production for design partner participants. The integration connects Oriv's parametric component data layer with Aras's product lifecycle management workflows.
• PTC WindchillcoreTechnology or IntegrationOriv integrates with PTC Windchill (PLM) as part of its Design Partner Program, with a PLM integration shipped in production for design partner participants. The integration connects Oriv's canonical component data with Windchill's BOM and parts management capabilities.
• Dassault ENOVIAcoreTechnology or IntegrationOriv integrates with Dassault ENOVIA (PLM) as part of its Design Partner Program, with a PLM integration shipped in production for design partner participants. The integration delivers canonical component data into ENOVIA's collaborative product development environment.
• SAP S/4HANAcoreTechnology or IntegrationOriv integrates with SAP S/4HANA (ERP) as part of its Design Partner Program. An ERP integration is shipped in production for design partner participants, enabling component data to flow from Oriv's parametric store into SAP's enterprise resource planning and BOM management systems.
• OraclecoreTechnology or IntegrationOriv integrates with Oracle (ERP/data platforms) as part of its data infrastructure layer, connecting canonical component data to Oracle's enterprise data and supply chain management systems.
• SnowflakecoreTechnology or IntegrationOriv integrates with Snowflake (cloud data platform) as part of its ERP/DATA integration layer, enabling component parametric data to be queried, joined, and analyzed alongside other enterprise datasets in Snowflake's environment.
• DatabrickscoreTechnology or IntegrationOriv integrates with Databricks (data and AI platform) as part of its ERP/DATA integration layer, enabling component parametric data to be queried and joined with enterprise datasets and ML workflows in Databricks' environment.
• CursorcoreTechnology or IntegrationOriv connects with Cursor (AI code editor) as an AI agent data source. The Orivagent query interface can be invoked from Cursor to retrieve cited component data, package information, and IPC-7351B footprints directly within the development environment.
• Claude (Anthropic) / Copilot (Microsoft)coreTechnology or IntegrationOriv connects with Claude and Copilot as AI agent data sources, enabling these AI assistants to query the Oriv parametric component data layer and return provenance-cited component data and footprints — resolving the hallucination problem that plague web-search-only AI agent responses on technical datasheet queries.
• MCP ServerscoreTechnology or IntegrationOriv exposes a Model Context Protocol (MCP) server interface, enabling any MCP-compatible AI agent to query the component data layer with provenance citations, unit-normalized values, and condition tuple data as a first-class structured response.

Recent moves6 records

Expansion highlights5 records

Direct peers

• SiliconExpert: SiliconExpert is the incumbent leader in component data and lifecycle management, indexing ~1B components with parametric data, obsolescence risk, and compliance data. It is Oriv's primary named competitor in the component data infrastructure category.
• Z2Data: Z2Data provides component lifecycle, sourcing, and parametric data for supply chain and engineering teams. It is explicitly named by Oriv as a competitor that indexes only headline parameters of public datasheets, not condition tuples or private SCDs.
• Octopart: Octopart (owned by Altium) provides electronic component search, parametric data, and distributor inventory across millions of parts. It is named by Oriv as a public-corpus-only incumbent that does not extract full parametric depth or condition tuples.
• Accuris (formerly IHS Markit/EE Times): Accuris provides engineering intelligence including component data, standards, and lifecycle information. It is named by Oriv as a competing legacy component database with public-corpus-only indexing.
• Findchips: Findchips provides component search, parametric data, and distributor inventory comparison. Oriv cites it among the legacy public-corpus component databases it competes against.

Broad incumbents

• Altium 365: Altium's cloud platform extends the dominant EDA tool with component data, lifecycle info, and supply chain visibility. It is a broad incumbent in the PCB design data layer, with native component data features that overlap with Oriv's EDA integration targets.
• Siemens EDA (formerly Mentor Graphics): Siemens EDA provides PCB design, verification, and component libraries as part of the Xcelerator digital thread. As a broad incumbent, it competes by owning the entire design-to-manufacturing stack and could natively extend component data services that overlap with Oriv.
• Cadence Design Systems: Cadence provides EDA tools (Allegro, OrCAD) and increasingly data and AI services for hardware design. As a broad incumbent serving similar hardware engineering customers, Cadence could extend its component data footprint to compete with Oriv's layer.
• Digi-Key Component Library: Digi-Key provides public component datasheets, parametric search, and inventory across millions of parts. While a distributor rather than a pure data platform, its component data offering competes for engineers' attention in the same workflow.
• PTC Windchill (Component Central): PTC Windchill is a major PLM platform with component/part management capabilities. As a broad incumbent owning the PLM layer, PTC could natively build the parametric component data services that Oriv integrates into, representing both a partner and a competitor.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat5 records

Key risks7 records

Key highlights7 records

Customer concentration

• LinkedInlinkedin.com/company/oriv-io

Revenue estimate

Valuation estimate

Number of profiles

Funding overview

Funding rounds

Investors

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 Oriv