What Primer does

Primer (Primer Technologies, Inc.) is a private, San Francisco-based AI software company that builds mission-ready natural language processing and analytics platforms for U.S. and allied defense, intelligence, federal civilian, and select commercial customers. Founded by physicist Sean Gourley and now led by CEO Sean Moriarty (appointed 2024), the company sells three core products — Primer Enterprise for analyst workflows over unstructured data, Primer Command for real-time narrative and threat monitoring across 60,000+ news sources and 10+ social platforms, and Primer API for embedding capabilities into customer systems — supported by solutions spanning counter-UAS threat intelligence, information environment monitoring, all-source intelligence acceleration, knowledge discovery, and narrative analysis.

Underlying these products is a multi-model AI architecture combining specialized embedding models, fine-tuned language models, and deep learning classifiers, layered with a proprietary RAG-Verification (RAG-V) system that reduces hallucination rates by roughly 100x versus standard RAG by tracing every analytic statement back to source spans. The platform is hardened for deployment in air-gapped, DDIL, on-premises, and classified environments, with FedRAMP High authorization, DoD IL-5 Provisional Authorization, and listings in AWS Marketplace (including the AWS Secret Region), Palantir FedStart, and Microsoft Azure. Named customers include the U.S. Department of Defense, U.S. Intelligence Community, NATO, U.S. Customs and Border Protection, the Ukraine military, Walmart, and healthcare organizations.

Primer generates revenue primarily through enterprise software licensing of its platform (subscription/recurring) plus professional services for integration into secure enclaves, with quote-based pricing through direct field sales, system integrators (GDIT, Amentum), the government aggregator Carahsoft, and government contract vehicles (ITES-2, NASA SEWP, CDAO Tradewinds). The company has raised approximately $234M+ in venture funding across rounds led by Addition, with strategic investment from IQT, and has expanded internationally with offices in New York, Washington D.C., London, Abu Dhabi, Singapore, and Melbourne.

Name

Primer

Legal name

Primer Technologies, Inc.

Website

https://primer.ai

Company type

Private

Founded year

2009

Operating status

Operating

Headcount range

101–250 employees

Short description

Primer builds AI platforms for U.S. defense, intelligence, and federal civilian agencies that transform unstructured text and open-source data into traceable, source-grounded intelligence for mission decision-making.

Ownership category

akta.pro rank

Product category

Defense Intelligence Software

NAICS

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

SIC

Services-Prepackaged Software (7372)

akta.pro primary industry

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

akta.pro secondary industries

Responsible AI, Security & Privacy Platforms (Safety, Guardrails, PII) (HDAEANAG), Confidential AI & Privacy-Preserving ML (federated learning, MPC, HE, TEEs) (HDAAAKAI)

Keywords

• Natural language processing
• Intelligence analysis software
• Narrative intelligence platform
• Defense AI solutions
• Unstructured data analytics

Headquarters

HQ city

San Francisco

HQ country

United States

HQ region

North America

Offices10 records

Markets served

GTM type

B2B

Offering type

Software

Cost components

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

Revenue model

1. Enterprise Software Licenses: Primer generates revenue through enterprise software licensing, providing AI platforms (Primer Enterprise, Primer Command, Enterprise API) to government and commercial customers. Sales are consultative and involve mission-ready deployments with security certifications (FedRAMP, IL5).
2. Professional Services & Integration: Implementation and system integration services to deploy Primer's AI within customer environments including secure enclaves, tactical edge systems, air-gapped networks, and Palantir/Microsoft/AWS platforms.

Go-to-market motion3 records

Distribution channels5 records

Marketing channels8 records

Core offering

Primer develops and sells secure, mission-ready AI software that helps national security, defense, and intelligence teams analyze massive volumes of unstructured text data (reports, transcripts, open-source information) and turn it into traceable, defensible intelligence. The company offers three core products — Primer Enterprise (secure analysis platform), Primer Command (real-time narrative monitoring), and Primer API (embeddable AI capabilities) — packaged with solutions for counter-UAS threat intelligence, information environment monitoring, all-source intelligence, knowledge discovery, and narrative monitoring, deployable in air-gapped, DDIL, cloud, and hybrid environments.

Product overview

Primer offers a unified platform architecture centered on three core products: Primer Enterprise (secure AI platform for analysis workflows), Primer Command (real-time operational monitoring), and Primer API (embedding capabilities into existing systems). These products share a common AI foundation including NLP, claims extraction, entity recognition, and RAG-Verification technology. The platform is complemented by five specialized solutions addressing specific mission needs: Counter-UAS Threat Intelligence, Information Environment Monitoring, Intelligence Analysis Acceleration, Knowledge Discovery, and Narrative Monitoring. All offerings are designed for defense, intelligence, and civilian government agencies with deployment flexibility across air-gapped, cloud, and hybrid environments.

Differentiator

Problem solved

Functional benefit

Products and services

• Primer Enterprise Secure AI platform for intelligence analysis that transforms massive volumes of unstructured data (reports, proprietary data, open-source information) into traceable, defensible insights for analysts and mission teams across the Intelligence Community, Defense, and Civilian agencies. Supports air-gapped, cloud, and hybrid deployments with FedRAMP High and DoD IL-5 authorizations.
• Primer Command Real-time AI monitoring platform for narrative intelligence across global news and social media. Provides 24/7 visibility into information environments with sentiment analysis, entity tracking, and emerging threat detection, monitoring 60,000+ news sources and 10+ social media platforms to help leaders understand events as they unfold.
• Primer API (Enterprise API) API product enabling embedding of Primer's AI capabilities (advanced search, entity extraction, AI-assisted analysis, claim-level verifications, and source-grounded summaries) into existing mission applications and workflows. Available via REST API with Python SDK across endpoints for document search, aggregations, document sets, entity lookup, entity summaries, entity affiliations, and knowledge-base entity search.
• Counter-UAS Threat Intelligence Solution for monitoring unmanned aircraft system threats by fusing proprietary government data with global OSINT to track TTPs (tactics, techniques, and procedures), identify risk patterns, and deliver shareable briefings for frontline teams.
• Information Environment Monitoring Monitoring solution for tracking narratives, events, and emerging threats across global information environments. Provides real-time visibility for leaders to understand events as they unfold.
• Intelligence Analysis Acceleration Solution that accelerates all-source intelligence by fusing data from reports, investigation notes, transcripts, and open-source information into structured, traceable insight for faster decision-making.
• Knowledge Discovery Solution enabling discovery across proprietary and publicly available information using natural language, Boolean, semantic, and metadata queries with pre-computed entities and relationships.
• Narrative Monitoring Solution for detecting and analyzing fast-moving narratives across open-source media, fringe platforms, and multilingual ecosystems with explainable AI and cultural nuance detection.

Quantifiable outcome

• RAG-V reduces hallucination rates by 100x compared to standard RAG systems
• +2 more outcomes

Named customers9 records

Segments4 records

Ideal customer profiles2 records

Technology focussed Yes

API detail

Has API

Yes

API docs

API detail

Core technology

AI maturity

App detail

Integration4 records

AI capability8 records

Feature12 records

Partnerships

Eight partnerships are on record, tiered strategic and core.

• Reality DefenderstrategicStrategic or Co-development Partner · 7 August 2025Strategic partnership announced August 2025 to enhance digital content authentication capabilities. Combines Primer's NLP and analysis capabilities with Reality Defender's deepfake detection technology.
• MicrosoftcoreTechnology or Integration · 24 June 2021Strategic partnership with Microsoft to serve US Government needs. Integration with Microsoft Azure platform. Joint GTM through Microsoft partner ecosystem including AWS ISV Accelerate Program participation. Microsoft's cloud infrastructure enables Primer deployment for government customers.
• Palantir TechnologiescoreTechnology or Integration · 24 June 2021Strategic partnership and platform integration with Palantir to serve US Government needs. Primer available within Palantir FedStart environment (FedRAMP High, DoD IL5). Joint GTM motion for defense and intelligence customers requiring integrated AI capabilities.
• AWScoreTechnology or IntegrationPrimer available in AWS Marketplace including AWS Secret Region. Listed in AWS ICMP (Intelligence Community Marketplace) for U.S. Intelligence Community. AWS ISV Accelerate Program participant. Multi-cloud deployment leveraging AWS native provider controls.
• FlashpointcoreTechnology or IntegrationPartnership signed September 2022 for threat intelligence data integration. Flashpoint provides OSINT data including Telegram, Reddit, Discord, and deep/dark web sources. Primer applies AI/ML to enable customers to gather insights from this data for situational awareness.
• GDIT (General Dynamics Information Technology)coreImplementation/ SI/ Consulting PartnerSystem integrator partner for government implementations. GDIT logo featured on Primer's partner page indicating active partnership for federal AI deployments.
• AmentumcoreImplementation/ SI/ Consulting PartnerSystem integrator partner. Amentum logo featured on Primer's partner page indicating partnership for government technology deployments.
• CarahsoftcoreChannel Partner/ Reseller/ DistributorGovernment technology distributor and aggregation partner. Carahsoft logo featured indicating role in government procurement and channel distribution.

Scale indicators6 records

Recent moves6 records

Expansion highlights6 records

Emerging players

• Scale AI: Scale AI provides data labeling, fine-tuning, and evaluation for foundation models, including government and defense applications (e.g., Defense Llama). It competes with Primer for the underlying AI data and model training layer of defense workflows.
• DataRobot: DataRobot provides an enterprise AI/ML platform with a government practice, competing with Primer on predictive analytics and ML deployment workflows for federal civilian and defense customers.
• Databricks: Databricks provides a unified data and AI platform increasingly adopted by defense and intelligence agencies for NLP, entity extraction, and RAG workloads, competing for the same government AI platform dollars with a horizontal data lakehouse approach.

Broad incumbents

• SAIC: SAIC is a major federal IT and systems integrator providing AI/ML, analytics, and digital modernization to DoD and IC customers, competing with Primer for task orders and acting as a potential channel for Primer technology.
• Booz Allen Hamilton: Booz Allen Hamilton is a large government services and consulting firm that builds and deploys AI for defense and intelligence customers, often as the systems integrator, making it both a partner and a competitor for Primer in large federal AI programs.
• Microsoft (Azure Government / Azure OpenAI): Microsoft's Azure Government and Azure OpenAI Service provide AI infrastructure and models to U.S. defense and intelligence customers and are both a strategic cloud partner and an indirect competitor to Primer's platform layer.

Direct peers

• Palantir Technologies: Palantir's Gotham and AIP platforms are direct competitors to Primer in defense and intelligence AI, serving the same U.S. DoD and IC customers with text analytics, entity resolution, and decision-support capabilities. Palantir is also a distribution partner via FedStart, making it both a competitor and a channel.
• Babel Street: Babel Street provides multilingual text analytics, OSINT, and identity intelligence to defense, intelligence, and law enforcement customers, directly competing with Primer's narrative monitoring and entity extraction capabilities.
• Recorded Future (Mastercard): Recorded Future is a threat intelligence platform that ingests open, dark web, and technical sources and applies AI/ML to deliver finished intelligence, closely overlapping with Primer's Counter-UAS Threat Intelligence and Information Environment Monitoring solutions.
• Anduril Industries: Anduril is a defense technology company building AI-enabled autonomous systems and command-and-control software (Lattice), competing with Primer for DoD and DHS AI programs in counter-UAS, ISR, and information operations.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat6 records

Key risks6 records

Key highlights7 records

Customer concentration

• Xx.com/primer_ai
• YouTubeyoutube.com/channel/UCEBqJFQh43ngkjmED6agIDQ
• LinkedInlinkedin.com/company/primer-ai

Compliance8 records

Revenue estimate

Valuation estimate

Number of profiles

Profiles13 records

Subsidiaries2 records

Funding overview

Funding rounds8 records

Investors18 records

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

M&A2 records

Investments

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

Frequently asked questions about Primer