The Sane Intention

What The Sane Intention does

The Sane Intention (operating as Sanei) is a French AI consultancy founded in early 2023 in Paris by three co-founders — Adrien Mussano, Nicolas, and Emmanuel — and incorporated as a SAS (RCS Paris 949 180 210). The company helps enterprises deploy conversational AI responsibly, combining proprietary sovereign AI models with human expertise to analyze customer and prospect intentions, rationalize interaction flows, and identify automation opportunities. Its core product, the 'Intention Platform,' supervises and optimizes customer interactions across modalities including text, audio, structured data, and image (OCR for document processing). Functional capabilities span NLP-based conversational analysis, voice assistant optimization, computer vision for incoming mail sorting, and energy-consumption optimization through routing to less energy-intensive data centers.

The firm's service portfolio includes AI needs assessment, technology recommendation, implementation support, continuous process improvement, and ecological footprint measurement. Differentiators cited include independence from software vendors and network operators, a human-centered approach that maintains employment while automating low-value tasks, and a sovereign AI positioning aligned with European regulatory and data-residency considerations. The company operates a sales-led GTM through a dedicated Business Developer (Guillaume), direct contact forms, and gated e-books/case studies, with no public pricing.

The Sane Intention serves enterprise clients across banking (Société Générale), manufacturing (Hager), healthcare (multi-operator medical call platform), insurance (mutualist group), leisure, and retail (large European group). It maintains offices in Paris (16th and 18th arrondissements) and Marlenheim (Grand Est), with operating geographies referenced in France and Germany. The company is founder-owned with no disclosed external funding, patents, or third-party institutional investors.

Name

The Sane Intention

Legal name

The Sane Intention SAS

Website

https://thesanei.com

Company type

Private

Founded year

2023

Operating status

Operating

Headcount range

11–50 employees

Short description

The Sane Intention is a French AI consultancy, founded in 2023 in Paris, that helps enterprises deploy conversational AI responsibly. Combining proprietary sovereign AI models with human expertise, it optimizes customer interaction flows, voice assistants, and document processing across banking, healthcare, insurance, and industrial verticals.

Ownership category

akta.pro rank

Product category

AI Consulting & Conversational AI Services

NAICS

Other Scientific and Technical Consulting Services (54169), Software Publishers (5132)

SIC

Services-Management Consulting Services (8742), Services-Prepackaged Software (7372)

akta.pro primary industry

Enterprise Architecture & IT Operating Model (BPAHAEAB)

akta.pro secondary industries

Responsible AI, Security & Privacy Platforms (Safety, Guardrails, PII) (HDAEANAG), Emotion, Sentiment & Paralinguistic Intelligence (HDAAAFAI)

Keywords

• Conversational AI consulting
• AI implementation services
• Customer journey optimization
• Responsible AI deployment
• Voice assistant optimization

Headquarters

HQ city

Paris

HQ country

France

HQ region

Europe

Offices3 records

Markets served

GTM type

B2B

Offering type

Services

Cost components

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

Revenue model

1. AI Consulting and Implementation Services: Expert consulting for conversational AI deployment, including needs analysis, solution recommendation, implementation support, and continuous process improvement

Go-to-market motion1 record

Distribution channels1 record

Marketing channels3 records

Core offering

The Sane Intention provides advisory, analysis, and implementation services that help enterprises deploy conversational AI responsibly. Centered on its proprietary "Intention" platform, the offering combines automated data analysis with human expertise to study customer and prospect intent, identify automation opportunities, optimize voice assistants and customer flows, process physical mail via OCR, and reduce the ecological cost of interaction processing — while preserving human employment.

Product overview

The Sane Intention is a French consultancy specializing in responsible conversational AI implementation for enterprises. Rather than a unified software platform with modules, the company provides advisory and implementation services centered around their 'Intention' platform, which combines automated data analysis with human expertise to optimize customer interaction flows while considering financial, environmental (carbon footprint), and social (employment impact) values.

Differentiator

Problem solved

Functional benefit

Products and services

• Intention Platform Proprietary SaaS platform ("logiciel en tant que service") that supervises and analyzes customer interactions by combining automated data analysis with human expertise to optimize business processes and conversational AI flows. It is the core analytical product around which the company's advisory services are delivered, intended for enterprise customers running voice, chat, or document-intensive customer operations.
• AI Conversational Consulting Services End-to-end advisory engagement for deploying conversational AI responsibly, including AI needs identification, technology solution recommendation, implementation support, continuous process improvement, and ecological cost measurement. Targeted at enterprises planning, running, or seeking to optimize AI projects.
• Voice Assistant Optimization Continuous improvement service for existing voice assistants, including automating high-value dialogue flows while avoiding unnecessary development on low-frequency or overly specific paths. Demonstrated with Société Générale's telephone assistant on line 3933.
• Document OCR Processing AI-based OCR service that scans, classifies, and extracts information from incoming physical mail and documents to enable faster and more precise sorting and classification. Demonstrated with a mutualist insurance groupement for reorganizing incoming mail flows.
• Customer Journey Analysis Analysis of customer and prospect journeys and interaction flows to identify automation opportunities and optimize the overall customer experience. Anchored in customer intent analysis and used to scope automation roadmaps for enterprise clients.

Quantifiable outcome

• Optimized more than 30% of telephone lines for a medical call platform while maintaining local employment
• +1 more outcomes

Named customers6 records

Segments2 records

Ideal customer profiles1 record

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

AI capability8 records

Feature4 records

Scale indicators2 records

Recent moves5 records

Expansion highlights5 records

Direct peers

• Yellow.ai: Enterprise conversational AI platform with a strong customer-service automation focus and a services-led deployment model. Comparable buyer profile and use-case overlap in voice/chat automation and continuous flow optimization.
• Cognigy: Enterprise conversational and agentic AI platform used to automate customer service at scale. Comparable enterprise buyer, overlapping technology (voice and chat automation), and similar continuous-improvement service motions around AI agent optimization.
• AI Builders: French AI consulting firm focused on helping enterprises operationalize AI use cases, including conversational AI and generative AI. Closely comparable in service-led model, French market focus, and enterprise buyer persona.
• Vivoka: French voice-AI and conversational AI technology provider serving enterprise customer-service automation. Comparable technology focus (voice assistants, conversational flows) and French customer base, though Vivoka sells a product platform rather than advisory services.
• Inbenta: Conversational AI and customer-experience automation platform serving global enterprises. Overlaps directly with The Sane Intention's conversational AI optimization work, though Inbenta is a SaaS vendor rather than a consulting-led firm.

Broad incumbents

• Talan: French digital transformation and AI consulting firm with a dedicated data/AI practice serving large enterprise and public-sector clients. Comparable consulting-led delivery model in France but at materially larger scale and broader scope.
• Accenture: Global management and technology consulting firm with deep AI, responsible-AI, and customer-experience transformation practices. Competes for the same large-enterprise conversational AI and responsible-AI mandates that The Sane Intention targets, with vastly greater scale.
• Capgemini: Global IT services and consulting firm with significant AI, data, and customer-experience practices. Overlaps in conversational AI and intelligent automation for large enterprise clients (including banking) but as part of a far broader portfolio.
• Devoteam: European digital and AI consulting firm with strong presence in France, including AI platform partnerships and enterprise AI delivery. Overlaps on AI consulting for large enterprise buyers but operates across many technology stacks and geographies.

Emerging players

• Allo-Media: French conversational AI company applying speech analytics and voice AI to customer-interaction optimization. Comparable French focus and conversational AI technology, with overlap in voice-assistant improvement use cases.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat3 records

Key risks7 records

Key highlights7 records

Customer concentration

• LinkedInlinkedin.com/company/the-sane-intention

Revenue estimate

Valuation estimate

Number of profiles

Profiles4 records

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 The Sane Intention