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Yann Mayeul
Research Engineer
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Abstract
From data chaos to AI‑native operations
Weeki turns scattered documents and data into a structured knowledge system your AI can reliably operate on. From ingestion to production: connect sources, structure meaning, ask grounded questions, and trigger real workflows.
Our Process
Trusted by leading Innovators and Enterprises
Work is split across drives, emails, and apps.
Data is under‑used. Deliverables are manual. Pilots don't scale. Teams need one system where knowledge and data are mapped, searchable, and ready for AI‑driven action. Weeki is the solution, a unified platform that transforms scattered information into actionable intelligence.
Multi‑level knowledge map
We build a visual, multi‑level knowledge map covering documents, databases, wikis, intranets, CRM/ERP, and scholarly refs. The map is machine‑readable, so agents can reason on it.
Agents on the map
Ask, analyze, decide—always with cited sources. Our AI agents leverage the knowledge map to provide accurate, traceable answers and insights, enabling informed decision-making with full transparency.
Hello, how may I help you?
Build a customer support chatbot with cited sources
Create an automated report generation system
Build a research assistant for academic papers
Create a knowledge portal for your team
Build an intelligent document search system
Create automated workflows from chat commands
Build a compliance monitoring dashboard
Create an AI-powered decision support system
Build a multi-source data integration platform
Create an ontology-based knowledge graph
Build a traceable AI agent system
Create an enterprise search solution
Build a customer support chatbot with cited sources
Create an automated report generation system
Build a research assistant for academic papers
Create a knowledge portal for your team
Build an intelligent document search system
Create automated workflows from chat commands
Build a compliance monitoring dashboard
Create an AI-powered decision support system
Build a multi-source data integration platform
Create an ontology-based knowledge graph
Build a traceable AI agent system
Create an enterprise search solution
Build a customer support chatbot with cited sources
Create an automated report generation system
Build a research assistant for academic papers
Create a knowledge portal for your team
Build an intelligent document search system
Create automated workflows from chat commands
Build a compliance monitoring dashboard
Create an AI-powered decision support system
Build a multi-source data integration platform
Create an ontology-based knowledge graph
Build a traceable AI agent system
Create an enterprise search solution
Build a customer support chatbot with cited sources
Create an automated report generation system
Build a research assistant for academic papers
Create a knowledge portal for your team
Build an intelligent document search system
Create automated workflows from chat commands
Build a compliance monitoring dashboard
Create an AI-powered decision support system
Build a multi-source data integration platform
Create an ontology-based knowledge graph
Build a traceable AI agent system
Create an enterprise search solution
Automate from chat
Launch custom automations directly from our chatbot via MCP; approve steps, run, and audit end‑to‑end. Transform manual workflows into intelligent, automated processes that execute seamlessly across your entire knowledge ecosystem.
Scale safely
Governance, monitoring, and MLOps‑ready deployment. Safely scale your knowledge ecosystem with built‑in governance, monitoring, and MLOps‑ready deployment.
How we build
Everything starts from the multi-level Knowledge Map.
Discover our technical capabilities that power every solution.
Data Pipelines / ETL
Fresh, traceable data flows that never break your day.
- Orchestrate real‑time & batch with full lineage.
- Connect apps, files, and DBs without drama.
- Built for reliability, alerts, and audits.
Knowledge Graphs / Ontologies
Turn scattered info into a map your AI understands.
- Model entities, relations, and contexts.
- Enable semantic search and reasoning.
- Power every assistant, report, and decision.
Bibliography Management
Clean references, live updates, reliable citations.
- Extract, normalize, and de‑duplicate metadata.
- Link sources to outputs automatically.
- Keep literature reviews up‑to‑date.
Data Analysis / Statistics
From quick insight to decisions you can defend.
- Explore, test, and explain what drives results.
- Dashboards and auto‑reports you can act on.
- Hand‑off to ML when patterns persist.
Agentic AI, RAG & Automation
Ask, cite, and launch automations from chat (MCP).
- Assistants that read your Map and your data.
- Multi‑step workflows with approvals and logs.
- From draft to action: publish, update, notify.
Machine Learning / MLOps
Models that ship, scale, and stay under control.
- Reproducible training with metrics & cost tracking.
- CI/CD for models, monitoring, and rollback.
- APIs to power apps, pricing, and forecasts.
Discover what makes us different
Weeki turns scattered documents and data into a visual, multi‑level map your AI understands. From capture to action: connect sources, ask questions, and trigger automations from chat (MCP).
From chat to action via MCP
Type "Generate the monthly deck," "Update the price list," or "Publish the report." The automation runs via MCP, with guardrails, approvals, and complete traceability. Use it across support, ops, finance, or compliance.
Ready‑to‑run data models
Start fast with ready‑to‑run models, agents, and automations (pricing simulator, literature packs, forecast templates, support/compliance assistants). Launch in days, then adapt to your context.
Forecast Agent
Agent IA
Pre-built forecast models and agents to accelerate your planning and analysis workflow.
Data Models & Agents
Integrate any knowledge or data
PDFs, PPTX, CSVs, emails, DBs, SharePoint/Drive/Confluence, intranets, and bibliographic references (DOI/PMID)—all normalized into cards with sources, tags, lineage.
AI‑understandable by design
The map encodes entities and relations so agents can retrieve, reason, and act with fewer errors.
Start from scratch or consolidate
We can build your knowledge base from zero (taxonomy, ontology, governance) or unify what you already have.
How it works
Three simple steps to move from raw data to knowledge‑driven decisions with measurable gains in search precision and time‑to‑answer.
1
Collect & centralize
Bring all knowledge and data into the Knowledge Map.
2
Ask & analyze
Agents answer with citations; dashboards show KPIs and costs.
3
Automate & measure
Trigger actions and publish deliverables from chat; track outcomes.
What You Get
Deliverables Automation
Deliverables automation: reports, decks, proposals, regulatory docs—source‑cited.
Learn more
Proven Industry Impact
Our solutions deliver measurable value through innovative approaches, expert guidance, and proven methodologies that drive sustainable growth and success.
Speed
Live in weeks; first ROI often ~60 days.
Cost
Fewer manual tasks and lower agency spend.
Accuracy
Cited answers and consistent outputs.
Control
SSO/AD, EU residency, audit logs.
Solutions Snapshot
Discover our comprehensive solutions organized by category to meet your specific needs.
Research Literature Review
Knowledge Base & Ontology
Personalization & Recommendations
Forecasting & Optimization
Governance & Risk
Business Cases & Client References
Business Impact. Measurable results. Explore our flagship projects:
Knowledge Graph Implementation
Enterprise knowledge graph for pharmacovigilance, connecting 2M+ documents with 95% accuracy in safety detection.
Semantic Search Platform
Unified knowledge hub integrating product catalogs, technical docs, and support data across 50+ countries.
Regulatory Compliance Portal
Traceable knowledge system for pharmaceutical regulations with automated citation tracking and audit trails.
Mobility Solutions Platform
Intelligent mobility platform using knowledge graphs to optimize transportation routes and user experiences.
Financial Risk Assessment
AI-powered risk analysis using knowledge graphs to connect market data, regulations, and historical patterns.
Quality Management System
Automated compliance monitoring with traceable audit trails and real-time reporting capabilities.
Technical Documentation Hub
Unified knowledge base for technical documentation with intelligent search and automated content generation.
Creative Design Platform
AI-powered design platform using knowledge graphs to connect design patterns, user preferences, and creative assets.
Academic Research Platform
Research knowledge management system connecting academic papers, citations, and research collaborations.
Our Industry Verticals
We empower data transformation in the world's most impactful and lucrative sectors:
Banking & Finance
Consumer Products
Defense & Aerospace
Energy
High Tech
Insurance
Life Science
Logistics
Media
Public Sector
Retail
Banking & Finance
Risk modeling, fraud detection, compliance, high-frequency trading algorithms, advanced credit scoring.
Learn moreHave questions?
Find Your Answers Here
Mutual Action Plan
- 1Discovery & Personalized ROI Demo
- 2Technical & Security Workshop
- 3Commercial, Legal & Kick‑off