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Yann Mayeul
Research Engineer
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Abstract
From data chaos to AI‑native operations
Weeki connects your documents and databases into one AI-ready foundation — then deploys the solutions you need: search, assistants, reports, forecasts, governance, and more. Secure, governed, live in weeks.
Our Process
Trusted by leading Innovators and Enterprises
Work is split across drives, emails, and apps.
Critical knowledge is trapped in silos. Reports take days instead of minutes. Your teams spend more time searching than deciding. Weeki brings it all together — so AI can finally deliver real results.
All your knowledge, one map
Documents, databases, wikis, CRM, ERP — unified into one visual map your whole organization can search and your AI can act on.
Ask anything, get cited answers
Your teams ask in plain language. AI answers with sources, evidence, and confidence — no hallucinations, no guesswork.
Hello, how may I help you?
What drove our margin decline in Q3?
Draft a compliance report for the board meeting
Find all contracts expiring in the next 90 days
Compare supplier pricing across the last 3 years
Summarize customer complaints by root cause
Generate a competitive analysis with sources
Show me the top 10 cost-saving opportunities
What are the key risks in our current portfolio?
Create a market brief for the executive team
List all regulatory changes affecting our sector
Forecast next quarter revenue by business unit
Which clients have the highest churn probability?
What drove our margin decline in Q3?
Draft a compliance report for the board meeting
Find all contracts expiring in the next 90 days
Compare supplier pricing across the last 3 years
Summarize customer complaints by root cause
Generate a competitive analysis with sources
Show me the top 10 cost-saving opportunities
What are the key risks in our current portfolio?
Create a market brief for the executive team
List all regulatory changes affecting our sector
Forecast next quarter revenue by business unit
Which clients have the highest churn probability?
What drove our margin decline in Q3?
Draft a compliance report for the board meeting
Find all contracts expiring in the next 90 days
Compare supplier pricing across the last 3 years
Summarize customer complaints by root cause
Generate a competitive analysis with sources
Show me the top 10 cost-saving opportunities
What are the key risks in our current portfolio?
Create a market brief for the executive team
List all regulatory changes affecting our sector
Forecast next quarter revenue by business unit
Which clients have the highest churn probability?
What drove our margin decline in Q3?
Draft a compliance report for the board meeting
Find all contracts expiring in the next 90 days
Compare supplier pricing across the last 3 years
Summarize customer complaints by root cause
Generate a competitive analysis with sources
Show me the top 10 cost-saving opportunities
What are the key risks in our current portfolio?
Create a market brief for the executive team
List all regulatory changes affecting our sector
Forecast next quarter revenue by business unit
Which clients have the highest churn probability?
Automate from chat
Trigger reports, exports, and workflows straight from the chat. Approve each step, track execution, and keep a full audit trail.
Scale safely
Built-in governance, access control, monitoring, and audit trails. Deploy with confidence — on cloud or on-premise.
What powers your solutions
Under the hood: the capabilities behind every deployment.
Built for reliability, traceability, and scale.
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 — all from chat.
- 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 steps from scattered data to faster, better decisions — with measurable gains from day one.
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
Real-world results.
MLOps GenAI & LLM Production at Scale
Industrializing ML & GenAI models from POC to production on GCP with Kubernetes, observability (Datadog), security (Vault), and CI/CD automation for multiple LLM-powered products.
AI-Driven Pricing & Revenue Optimization
Propensity scoring and what-if pricing simulator using XGBoost with SHAP/LIME explainability, enabling sales teams to optimize margins with actionable price corridors.
Revolutionizing Employee Engagement with Explainable AI
Advanced ML (XGBoost, LightGBM, SHAP, LIME) for 25 years of HR data: actionable insights, targeted retention, clear dashboards, transparent recommendations.
AI-Powered Content Automation for Pharma Compliance
Automated regulatory submissions and marketing asset generation with RAG and LLM pipelines; instant, audit-ready outputs, accelerated time-to-market.
Next-Gen Document Surveillance in Health Regulation
Real-time GenAI and agent-powered compliance supervision for complex pharmaceutical documentation.
Fueling Data-Driven Logistics with Predictive Analytics
Robust predictive pipelines for demand forecasting, resource optimization, and actionable fleet analytics.
AI Knowledge Agent Platform for Organizational Acceleration
AI platform for intelligent, real-time knowledge mapping—collaborative boost and R&D acceleration via advanced vector embeddings and workflow automation.
End-to-End Demand Forecasting for Global Retail
Multi-scale demand forecasting and inventory optimization using deep learning—reduced stock-outs/overstocks, agile supply chain.
Conversational AI Assistants for Business Growth
Multi-agent business assistants, actionable recommendations, real-time context-aware guidance for founders and entrepreneurs.
AI for Real Estate Market Intelligence
Market forecasting with spatial and time-series ML, CNNs; automated ETL, executive dashboards for confident investment.
Modern Data Science Education: Building Tomorrow's Leaders
Design and delivery of advanced master's level AI/data courses, bridging theory to real-world expertise.
Open-Science Knowledge Visualization for Academia
SaaS platform for knowledge mapping in academic research: literature review automation, centralized documentation, interactive visualizations.
Automated Literature Review in Medical Device Innovation
End-to-end AI-powered review pipeline, NLP/ML extraction, regulatory compliance, time-to-market acceleration.
PhD Research: Bayesian Networks for Cybersecurity
Advanced probabilistic modeling methods (Bayesian, Markov Networks) for threat anticipation and system resilience in cybersecurity.
AI-Driven Analysis of Human Social Behavior
ML and motion capture to model physical/physiological behaviors; predictive analytics, next-gen human-machine interfaces.
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
Your path to results
- 1Discovery & Personalized ROI Demo
- 2Technical & Security Workshop
- 3Commercial, Legal & Kick‑off