We build the right tools
for the right AI models

We analyze and index your data, connect your SharePoint, CRM, ERP and intranet into one governed knowledge layer, then wire the bespoke tools directly into your corporate infrastructure. Your teams get grounded answers they can trust, and you stop paying for tokens that don't earn their place.

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Accuracy you can audit · Cost you can control

Our data, marketing and sales experts have helped leading European and global brands.

Ingenico
Sage
TPA
Kantar
Ministère de la Culture
Ville de Paris
EDC
Alcatel-Lucent Enterprise
BlackBerry
Econocom
AB Report
Deveho
Société Générale
Our approach

Our 5-step approach to deploying corporate-grade AI at scale

We are data consultants first – the AI comes second. We use AI to make the most of your existing data sources and build a tailored solution that fits your corporate infrastructure, at an optimised cost and with the highest level of privacy and security.

Analyze

We audit your data sources – their quality, volume and business value.

Connect

Web, intranet, Drive, Notion, Slack, Git, SharePoint, Jira, Dropbox and private documents.

Model & Index

Full-text and vector indexes, structured around your business model.

Retrieve

Models running on private or cloud GPUs find the right passage and cite its source.

Deploy

Delivered where your teams already work – web, Teams, SharePoint, mobile or widget.

Ragsense Platform

Custom AI Agent Harness

Ragsense is not another self-service agent builder – it is a robust, modular AI system that we adapt to each project. Purpose-built for demanding enterprise clients, it connects, indexes and retrieves data from any repository, public or private, and turns it into an actionable Knowledge Base.

Improve support

Give your customers an automated first level of help, built on their own Knowledge Base and answering with impeccable quality.

Display initial request…

Optimise ticketing

Make better use of your support ticket base: reuse past cases to answer faster and avoid duplicate tickets.

Search similar cases…

Accelerate sales

Equip your sales force with an engine that answers objections instantly, suggests talking points, compares products and drafts follow-up emails.

Write proposal…
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Measurable benefits

The results our clients see with us

The close attention we give your data during the analysis phase delivers real, measurable results for your business.

Document Intake

40%

of ROT data (redundant, obsolete, trivial) discarded from a typical cloud storage

Answer Speed

30%

of support-team time saved on first diagnosis and issue identification

Cost Savings

90%

fewer tokens consumed, thanks to intelligent indexing and answer caching

Technology

The Sovereign Open Source AI Platform

Our solutions are built on Haystack, the open-source framework for production-ready AI agents and applications, which gives you full independence and portability.

  • Its modular architecture gives you full visibility into how your AI systems work, with components that are transparent, extensible and interchangeable.
  • Build a sovereign infrastructure, in the cloud or self-hosted, that matches your security and workflow requirements.
  • Deploy a solution that evolves with you, without rebuilding your AI stack from scratch or locking yourself into proprietary technology.
Explore Platform
User Question Asked in plain, everyday language STAGE 1 – RETRIEVE IN PARALLEL Semantic search Vector store · meaning & paraphrases Lexical search Full-text index · exact terms Candidate pool · rank fusion STAGE 2 – RE-RANK Cross-encoder scoring Question and document read together Refined ranking Only the strongest candidates STAGE 3 – EXTRACT & ANSWER Context assembly Relevant passages, token budget Answer composition Every claim traced to its source Answer Output Adaptive layout based on answer content
Model routing & Privacy

Use outside models for public research. Keep client work local.

Not every task carries the same level of risk. Confidential documents are processed by local GPU models inside your own infrastructure, so sensitive data never leaves your perimeter. Tasks that need public knowledge or heavier reasoning are routed to external and sovereign models, giving you privacy where it matters and extra capacity where it helps.

Private lane

Local GPU models

  • Client files and case history
  • Drafting and document comparison
  • OCR, transcription and extraction
  • Corporate memory and sensitive analysis
  • Available in sealed-room mode

Public lane

External & sovereign models

  • Research across public sources
  • Complex reasoning without client data
  • Provider chosen by quality and cost
  • Optional de-identified research bridge
  • Models stay replaceable
Integration

Get the output where your users need it

Integration and usability decide whether an AI agent is actually adopted. The way answers are delivered and formatted has to match how each team works, so we offer a complete range of agent integrations that fit your corporate infrastructure.

Ragsense Microsoft Teams App
Ragsense Web App
Ragsense SharePoint integration
Ragsense Mobile App
Ragsense website Widget
Ragsense Slack App
Showcase

Read our client stories

Ingenico

Ingenico

The global leader in payment, providing a comprehensive range of payment terminals and services for banks and acquirers.
Eurocaution

Eurocaution

The market leader in financial services for small tobacco and press shops. We guide shop managers to the offer that fits them best.
ASTP – Association Syndicale des Théâtres Privés

Théâtres Privés

The French Association of Private Theatres runs the biggest theatre portal in the country. We help its visitors find the right play and book their tickets.
More client stories

Ready to see it in action?

Schedule a personalised demo and discover how Ragsense can transform the way your organisation works with AI.

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