What Quadratic does

Quadratic is a Paris-based, privately held consulting and engineering firm founded in 2021 by Xavier de Boissieu and Benoît Ravel — both alumni of ENSAE and prior founders of Bluestone (acquired by EY in 2015) and DataStorm (2013). The firm delivers digital transformation services to French and European enterprise clients, organized into four integrated practices: Innovation & Transformation, AI & Data Science, Data Governance & Engineering, and DevOps & Software Engineering. Engagements are delivered by hybrid teams of business experts, data scientists and technology specialists using Agile/DevOps methodologies, low-code platforms (MS Power Platform) and proprietary dynamic prototyping and AI code template tooling.

Quadratic monetizes exclusively through professional services on a quote-based, project and multi-year contract model. The customer base is concentrated in large enterprises and global accounts across energy (EDF, Engie, Enedis, Eni), consumer goods (L'Oréal, Pernod Ricard), transportation (SNCF), automotive (Renault), banking (Crédit Immobilier de France, SFIL, Forge), telecommunications (Orange), retail (Terra), security (Securitas), education (École Polytechnique Executive Education) and consulting (EY), with no disclosed SMB volume or productized subscription revenue.

A wholly-owned subsidiary, Quadratic Labs, extends the firm into Web3 and advanced AI research and engineering, providing smart contract development, protocol engineering, cryptography, AI model training, and technical due diligence to protocol-level clients including Starkware, the Ethereum Foundation, Aztec, Optimism and Zama. The subsidiary contributes to open-source projects (Besu client, Verkle Tries, Poseidon, Moloch on Starknet, Abi WAN TS), establishing reputation-based credibility in the Web3 ecosystem that complements the traditional enterprise consulting book.

Name

Quadratic

Legal name

QUADRATIC SAS

Website

https://en.quadratic-labs.com

Company type

Private

Founded year

2021

Operating status

Operating

Headcount range

11–50 employees

Short description

Quadratic is a Paris-based digital transformation consulting and engineering firm founded in 2021, delivering AI/Data Science, data governance, DevOps and innovation services to large French and European enterprises, with a subsidiary Quadratic Labs serving global Web3 protocol clients.

Ownership category

akta.pro rank

Product category

IT Consulting and Digital Engineering

NAICS

Custom Computer Programming Services (541511), Computer Systems Design and Related Services (54151)

SIC

Services-Computer Programming, Data Processing, Etc. (7370), Services-Computer Programming Services (7371)

akta.pro primary industry

Robotic Process Automation (RPA) & Hyperautomation Platforms (HDAEAKAF)

akta.pro secondary industry

Regulatory Compliance Management (RegTech) (BPAEAPAB)

Keywords

• Digital transformation consulting
• Data science services
• AI consulting
• Web3 engineering
• DevOps services

Headquarters

HQ city

Paris

HQ country

France

HQ region

Europe

Offices1 record

Markets served

GTM type

B2B

Offering type

Services

Cost components

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

Revenue model

1. Consulting & Professional Services: Consulting and engineering services for digital transformation, including Data Science, AI implementation, Data Governance, DevOps, and Software Engineering. Services are delivered through hybrid teams and cover the full project lifecycle from design to operational implementation. Revenue is generated through project-based engagements serving organizations of all sizes (SME/ETI/Major Groups) across various business functions.
2. Web3 & Blockchain Services: Technical services including Smart Contract Development, Protocol Engineering, Technical Due Diligence, and AI Model Training for technology companies in Web3 and advanced AI fields. Delivered through Quadratic Labs division.

Pricing tiers

Go-to-market motion1 record

Distribution channels2 records

Marketing channels4 records

Core offering

Quadratic is a consulting and engineering firm that delivers digital transformation services to organizations through Data Science, Artificial Intelligence, Data Governance, DevOps, and Software Engineering. Projects are executed by hybrid teams of business experts, Data Scientists, and technical specialists covering the full lifecycle from strategy and 360° audits through to operational implementation, maintenance, and continuous deployment. Through its Quadratic Labs division, the firm also provides Web3 and advanced AI engineering services including smart contract development, protocol engineering, AI model training, and cryptography.

Product overview

Quadratic is a consulting and engineering firm offering a unified portfolio of services organized into two main divisions. The consulting division (Quadratic) provides four integrated service offerings: Innovation & Transformation for business model redesign and program management; AI & Data Science for predictive analytics and ML deployment; Data Governance & Engineering for data management and quality; and DevOps & Software Engineering for application development. The research division (Quadratic Labs) provides specialized Web3 and advanced AI services including smart contract development, technical due diligence, and cryptography, with associated open-source contributions to Ethereum, Starknet, and privacy computing projects.

Differentiator

Problem solved

Functional benefit

Brands

• Quadratic Labs: Research & Engineering division for tech companies in the fields of Web3 and advanced AI. Services include Smart Contract Development, Technical design, Protocol engineering, Training AI models, Technical due diligence, and Cryptography. Technologies: Rust, Solidity, Python, Cairo, Go, TypeScript.

Products and services

• Innovation & Transformation
• AI & Data Science
• Data Governance & Engineering
• DevOps & Software Engineering
• Quadratic Labs (Web3 and Advanced AI Services)

Quantifiable outcome

• Organizations served across all sizes from SME to Major Groups, across multiple business functions including Marketing, Sales, Middle and Back Office, Finance
• +1 more outcomes

Named customers22 records

Segments4 records

Ideal customer profiles3 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

AI capability6 records

Feature14 records

Partnerships

Six partnerships are on record, tiered core and secondary.

• Ethereum FoundationcoreStrategic or Co-development PartnerQuadratic Labs contributes to the Ethereum roadmap through the Besu client, including improvements to state data and integrity for the transition to stateless clients, and gas cost optimizations via EVM arithmetic operations. Also implements Verkle Tries for Besu client to support Ethereum Foundation's migration to stateless clients (EIP 6800).
• StarkwarecoreTechnology or IntegrationQuadratic Labs develops Moloch on Starknet, a DAO framework implementing Moloch V2 features under Cairo with additional features for corporate environments. Also provides Starknet contract type checking tools (Abi WAN TS).
• ZamasecondaryStrategic or Co-development PartnerCollaboration on fully homomorphic encryption applications, including the Private Travel Routing demonstration showing how Zama's FHE technology can create privacy-friendly travel itinerary services.
• AztecsecondaryTechnology or IntegrationQuadratic Labs provides technical services and solutions for Aztec's privacy-focused blockchain infrastructure.
• OptimismsecondaryTechnology or IntegrationQuadratic Labs contributes to Optimism's Layer 2 blockchain ecosystem through technical development and expertise.
• Keep Starknet StrangesecondaryTechnology or IntegrationCollaboration on Poseidon Rust library for EVM (EIP 5988), implementing the Poseidon hash function family for Ethereum.

Scale indicators3 records

Recent moves6 records

Expansion highlights5 records

Broad incumbents

• Devoteam: European digital transformation consultancy with strong practices in cloud, data, AI, and DevOps, competing for the same enterprise transformation mandates as Quadratic's consulting division.
• Sia Partners: Global management and technology consulting firm with strong data/AI capabilities; competes for the same enterprise data transformation engagements as Quadratic's consulting division.

Direct peers

• Wavestone: Paris-headquartered consulting firm serving large French enterprises on transformation, data, and innovation programs — directly overlapping with Quadratic's Innovation & Transformation and Data Governance offerings.
• Talan: French international consulting and technology firm with data, AI, and digital transformation practices serving L'Oréal-tier enterprise clients — a close head-to-head for Quadratic's AI & Data Science line.
• OCTO Technology: French technology consultancy focused on architecture, data, and AI for large enterprises — overlaps directly with Quadratic's AI, Data Governance, and DevOps service lines and shares a French boutique-consulting profile.
• Artefact: Paris-based data and AI consultancy offering transformation services to global enterprises — directly competes with Quadratic on data-enhanced business applications and AI/ML deployments.
• Quantmetry: French pure-play data science and AI consulting firm; smaller scale than Quadratic but competes for the same predictive modeling, customer segmentation, and AI use-case budgets.
• Saegus: Paris-based transformation consultancy with agility, product, and data practices — competes with Quadratic's Innovation & Transformation offering for French enterprise transformation mandates.
• OpenZeppelin: Web3 security and engineering firm providing smart contract development, audits, and protocol services — directly comparable to Quadratic Labs' smart contract and protocol engineering practice.

Emerging players

• Sigma Prime: Specialist blockchain security and engineering firm contributing to Ethereum core (Lighthouse, Eth2 clients) — comparable to Quadratic Labs' protocol-level contributions to Besu and Verkle Tries.

Market position

Strengths4 records

Weaknesses4 records

Competitive moat4 records

Key risks6 records

Key highlights6 records

Customer concentration

Revenue estimate

Valuation estimate

Number of profiles

Profiles7 records

Subsidiaries1 record

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 Quadratic