Polynom
- Company typePrivate
- Founded2017
- HeadquartersGensac-de-boulogne, France
- Headcount11–50
- GTM typeB2B
- OfferingSoftware
What Polynom does
Polynom SAS is a France-based agentic AI consulting and operated-services firm, founded in 2017 and headquartered in Rueil-Malmaison, with a stated "50+ experts" headcount in the 11–50 LinkedIn band. The company builds, deploys, and operates AI agents for European enterprise customers using a proprietary orchestration stack built on LangGraph, Pydantic AI, and Temporal, with foundation models consumed via LiteLLM and OpenRouter across text, image, video, structured-data, code, and multimodal inputs. Its research arm, Polynom Research, has produced NeurIPS publications.
Polynom operates an "Impact-as-a-Software" model that blends forward-deployed engineering, consulting, and operated services with outcome-based pricing combining fixed and variable components. Its product surface includes six Key-Ready SaaS solutions (Pripolis for tenders/RFPs, TenderFacts for procurement intelligence, CogniTrade, DefectAI, SmartPlanner, and Payforce) and five Insurance modules (SmartInsure, SmartClaims, InfoInsure, BeneficiaryMatch, DocInsure), with a newer Generative Engine Optimization offering. Customers include Thales, TotalEnergies, Michelin, Saint-Gobain, Renault, Nestlé, Eiffage, Fraikin, Loxam, and Oxfam, with recent vertical expansion into Life Sciences and Asset Rental and a stated push into Private Equity and LBO portfolio operations. Polynom explicitly positions around European AI sovereignty and AI Act compliance as a procurement differentiator against non-EU vendors.
Polynom firmographics
Firmographics- Name
- Polynom
- Legal name
- Polynom SAS
- Website
- https://polynom.io
- Company type
- Private
- Founded year
- 2017
- Operating status
- Operating
- Headcount range
- 11–50 employees
- Ownership category
- akta.pro rank
Polynom industry classification
Industry- Product category
- Enterprise Agentic AI Platform
- NAICS
- Computer Systems Design Services (541512), Custom Computer Programming Services (541511), Management Consulting Services (54161)
- SIC
- Services-Computer Integrated Systems Design (7373), Services-Computer Programming Services (7371), Services-Prepackaged Software (7372)
- akta.pro primary industry
- End-to-End Enterprise AI Platforms (MLOps & Model Lifecycle Management) (HDAEANAA)
- akta.pro secondary industries
- Responsible AI, Security & Privacy Platforms (Safety, Guardrails, PII) (HDAEANAG), AI/ML Engineering & Model Development Services (BPAEAHAF), AI Observability, Monitoring & Evaluation Platforms (Drift, Quality, Safety) (HDAEANAF), LLM/GenAI Guardrails & Safety Controls (policy, filtering, routing) (HDAAAKAD)
Keywords
Where Polynom is headquartered
LocationHeadquarters
- HQ city
- Gensac-de-boulogne
- HQ country
- France
- HQ region
- Europe
Offices1 record
Markets served
Polynom business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Personnel, Technology or R&D, Operations, Marketing or Sales, Others
Revenue model
- Impact-as-a-Software Services: Operated agentic services deployed and continuously managed by Polynom. Combines fixed base fee for design and build phases with significant variable component indexed on realized business outcomes. Model aligns company incentives with client success — payment tied to impact delivered, not effort consumed.
- AI Platform Solutions: Enterprise AI platform design, deployment, and operation. Available as managed SaaS or deployed within client environment for sovereignty requirements. Includes agentic orchestration, model serving, governance, and observability capabilities.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Outcome Based/ Performance | Multi-year contract | Outcome-indexed pricing with fixed and variable components |
Go-to-market motion2 records
Distribution channels1 record
Marketing channels6 records
Polynom product offering
Product offeringCore offering
Polynom designs and operates agentic AI services that take over high-volume, high-stakes business processes — reconciliation, compliance monitoring, claims processing, workforce planning, procurement controls — and executes them continuously in production with defined outcomes. The company delivers an "Impact-as-a-Software" model combining a fixed base fee for design/build with a variable component indexed on realized business value, supported by a proprietary AI Platform and six Key-Ready SaaS solutions.
Product overview
Polynom offers a platform-plus-modules architecture centered on its proprietary AI Platform for agentic services, complemented by industry-specific Key-Ready SaaS solutions. The core platform (polynom.io) provides agentic AI consulting and operated services for enterprise, while specialized modules address sector-specific needs: six insurance AI modules (SmartInsure, SmartClaims, InfoInsure, BeneficiaryMatch, DocInsure) handle policy recommendation, claims processing, customer queries, and beneficiary search; and six Key-Ready solutions (Pripolis, TenderFacts, CogniTrade, DefectAI, SmartPlanner, Payforce) address pricing optimization, tender management, product recommendations, industrial defect detection, production planning, and budgeting. A separate research initiative (Polynom Research) drives innovation in LLMs, agentic systems, multimodal AI, and document intelligence.
Differentiator
Problem solved
Functional benefit
Brands
- Pripolis: AI-Powered Pricing solution that leverages cutting-edge algorithms to deliver optimal pricing recommendations and streamline the quote-to-order process.
- TenderFacts
- CogniTrade
- DefectAI
- SmartPlanner
- Payforce
- SmartInsure
- SmartClaims
- InfoInsure
- BeneficiaryMatch
- DocInsure
Products and services
- Polynom AI Platform
- Pripolis AI-powered pricing and CPQ (Configure, Price, Quote) suite that leverages cutting-edge algorithms to deliver optimal pricing recommendations and streamline quote-to-order processes for margin maximization. Targets enterprise pricing, sales, and revenue management teams.
- TenderFacts Generative AI-powered tender management solution that analyzes complex requirements, identifies key insights, and generates tailored responses to help proposals stand out. Targets business development and proposal teams in B2B and asset-intensive industries.
- CogniTrade GenAI-powered product recommendation engine that analyzes usage, features, and feedback to deliver personalized, context-aware suggestions that enhance engagement and increase conversions. Targets sales, marketing, and e-commerce teams across B2B distribution and luxury.
- DefectAI Vision AI system for industrial defect detection using advanced video and image analysis to identify even small anomalies in real time, ensuring superior quality assurance and reduced downtime. Targets manufacturing operations and quality assurance teams.
- SmartPlanner AI-driven production planning solution that analyzes production lines and workforce skills in real time to optimize order and resource allocation, minimize waste, and adapt to disruptions. Targets manufacturing and Industry 4.0 operations.
- Payforce AI-powered budgeting and forecasting tool with advanced scenario simulations that enables precise forecasting and real-time adjustments for informed financial decision-making. Targets finance, FP&A, and CFO teams.
- SmartInsure AI-powered insurance product recommendation engine that proposes products based on client profile and life events such as birth of a child or real estate purchase. Targets insurance carriers' distribution and customer experience teams.
- SmartClaims Claims analysis system that evaluates client documents, contracts, terms and conditions, and claims documents alongside client payment history to recommend acceptance or rejection to claims handlers. Targets insurance claims operations teams.
- InfoInsure AI assistant that responds to customer inquiries about insurance product guarantees, coverage, and conditions, and recommends products or guarantees matching specific needs. Targets insurance customer service and contact center operations.
- BeneficiaryMatch AI system that screens insurer databases and internet sources including social networks, search engines, and public administration websites to locate life insurance beneficiaries. Targets insurance operations and unclaimed-property teams.
- DocInsure Back-office document intelligence tool that answers employee inquiries about product guarantees and coverage while citing source documents for quick retrieval. Targets insurance back-office and knowledge management teams.
Quantifiable outcome
- Deploys agents that execute critical business processes continuously in production with defined SLAs
- +4 more outcomes
Companies that use Polynom
Customer profileNamed customers10 records
Segments12 records
Ideal customer profiles4 records
Polynom technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
AI capability16 records
Feature6 records
Polynom partnerships and signals
Strategic signalScale indicators5 records
Recent moves6 records
Expansion highlights6 records
Polynom competitors and assessment
Company assessmentDirect peers
- Dataiku: French-founded enterprise AI/ML platform serving European enterprises with data science, MLOps and now GenAI/agentic capabilities. Closely comparable as a European-domiciled platform provider targeting large enterprise data and AI transformation use cases overlapping Polynom's core market.
- LightOn: French enterprise generative AI platform provider offering private LLM deployment and enterprise AI solutions for European regulated industries. Directly comparable in European sovereignty positioning, target buyer profile, and focus on production-grade enterprise AI deployments.
- Yseop: French GenAI platform for regulated enterprise content generation in pharma, finance and insurance. Comparable as a French enterprise GenAI vendor addressing similar regulated verticals (insurance, financial services) with production-grade LLM deployments.
- Ekimetrics: French AI consulting and data science firm serving large European enterprises on AI strategy, pricing optimization and marketing analytics. Comparable as a French-headquartered AI consulting firm with similar enterprise client base and outcome-driven engagement model.
- Sinequa: French enterprise search and AI platform focused on knowledge management, document intelligence and RAG for regulated industries. Comparable in European sovereignty positioning and document intelligence / RAG capabilities that overlap Polynom's InfoInsure, DocInsure and TenderFacts modules.
Broad incumbents
- Palantir: Large-scale enterprise AI platform with Foundry and AIP offerings for data integration, analytics and increasingly agentic AI workflows. Comparable as a broader incumbent platform addressing similar large-enterprise process transformation use cases, though with vastly greater scale and resources.
- C3.ai: Enterprise AI platform provider offering pre-built AI applications for industries including manufacturing, financial services and defense. Comparable as a broader enterprise AI platform targeting overlapping verticals (energy, manufacturing, defense) with similar agentic application suites.
- Celonis: Process mining and execution management platform increasingly embedding AI agents for process automation in finance, procurement and operations. Comparable for process-execution-focused AI capabilities that overlap Polynom's finance transformation, procurement and compliance automation use cases.
- Salesforce (Agentforce): Global CRM and enterprise platform vendor with Agentforce agentic AI offering targeting sales, service and marketing automation. Comparable as an incumbent offering agentic AI capabilities that compete for the same enterprise transformation budgets and CXO buyer personas (CFO, CHRO, CRO, CPO).
- UiPath: Enterprise automation platform combining RPA, process mining and now agentic AI for back-office and operational automation. Comparable in addressing enterprise process automation with autonomous agents, particularly for finance, claims and compliance workflows that overlap Polynom's core use cases.
Market position
Strengths4 records
Weaknesses4 records
Competitive moat5 records
Key risks5 records
Key highlights6 records
Customer concentration
Polynom social profiles
Digital presencePolynom compliance and trust
Trust signalCompliance1 record
Polynom financial estimates
Financial estimateRevenue estimate
Valuation estimate
Polynom leadership team
Management profileNumber of profiles
Profiles14 records
Polynom subsidiaries and ownership
Company hierarchySubsidiaries1 record
Polynom funding detail
Funding detailFunding overview
Funding rounds
Investors
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Polynom 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 Polynom
What does Polynom do?
Polynom designs and operates agentic AI services that take over high-volume, high-stakes business processes — reconciliation, compliance monitoring, claims processing, workforce planning, procurement controls — and executes them continuously in production with defined outcomes. The company delivers an "Impact-as-a-Software" model combining a fixed base fee for design/build with a variable component indexed on realized business value, supported by a proprietary AI Platform and six Key-Ready SaaS solutions.
Is Polynom a public or private company?
Polynom is a private company. It is classified as founder individual operated bootstrapped and is currently operating.
When was Polynom founded?
Polynom was founded in 2017. It employs 11 to 50 people.
Where is Polynom based?
Polynom is headquartered in Gensac-de-boulogne, France, in the Europe region.
How does Polynom make money?
Two revenue lines are on record. Impact-as-a-Software Services are the primary driver. The others are AI Platform Solutions.
Who are Polynom's main competitors?
Direct peers on record are Dataiku, LightOn, Yseop, Ekimetrics and Sinequa. Broad incumbents are Palantir, C3.ai, Celonis, Salesforce (Agentforce) and UiPath.
Does Polynom have an API?
No public API is recorded for Polynom.
What industry is Polynom in?
Polynom's product category is Enterprise Agentic AI Platform. Its primary akta.pro industry code is HDAEANAA, End-to-End Enterprise AI Platforms (MLOps & Model Lifecycle Management), with a secondary code of HDAEANAG, Responsible AI, Security & Privacy Platforms (Safety, Guardrails, PII). Its NAICS code is 541512 and its SIC code is 7373.