Accelerate Discovery with AI Agents That Mine Literature and Generate Hypotheses
Researchers ask questions in natural language, agents mine corpora and surface patterns. Enterprise-grade traceability, reproducibility, and IP governance. Delivered in 8-12 weeks.

- 1Connect your research data
Agents plug into your literature databases, lab notebooks, and internal corpora — unified automatically.
- 2Discover in plain language
Ask research questions. Agents mine literature, map citations, and generate testable hypotheses.
- 3Govern and scale
Full citation lineage, reproducible methodology, IP governance — enterprise-grade from day one.
Trusted by leading Innovators and Enterprises
























Your researchers just ask a question
Agents mine literature, surface patterns, and generate testable hypotheses. No manual reading required — describe your research question and agents do systematic review across your corpora.
- Natural language research queries
- Automated literature mining and citation mapping
- Agents generate testable hypotheses with evidence
Every finding is reproducible
Citation mapping, experiment lineage, IP governance, and audit-ready evidence. Your research leadership gets full confidence in every claim.
- Full citation lineage on every finding
- Reproducible methodology with experiment tracking
- IP governance and audit-ready evidence packages
Cost Reduction
Fewer low‑value trials; targeted experimentation lowers consumables and bench time.
Speed Improvement
From reading to testable models in 8–12 weeks; faster time‑to‑paper/patent.
Quality & Risk
Traceable evidence (citations, lineage, logs) and reproducibility by design.
From Experiments to Governed Discovery
app.weeki.io/scientific-ml
Business Cases & Client References
Real-world results.

MLOps GenAI & LLM Production at Scale
AI-Driven Pricing & Revenue Optimization

Revolutionizing Employee Engagement with Explainable AI

AI-Powered Content Automation for Pharma Compliance

Next-Gen Document Surveillance in Health Regulation

Fueling Data-Driven Logistics with Predictive Analytics
AI Knowledge Agent Platform for Organizational Acceleration

End-to-End Demand Forecasting for Global Retail

Conversational AI Assistants for Business Growth

AI for Real Estate Market Intelligence

Modern Data Science Education: Building Tomorrow's Leaders
Open-Science Knowledge Visualization for Academia
Automated Literature Review in Medical Device Innovation
PhD Research: Bayesian Networks for Cybersecurity

AI-Driven Analysis of Human Social Behavior
Customers & Users
What our customers say
How Weeki helps teams ship faster and stay aligned.
Thomas Renard
Head of Data & AI
"Weeki industrialized five GenAI models into production in record time. Our MLOps maturity jumped from prototype to enterprise-grade, with full observability and cost control from day one."
See our business casesClaire Fontaine
Chief People Officer
"With 66% missing data and 25 years of surveys, we thought actionable insights were impossible. Weeki delivered 92% accuracy and explainable recommendations our HR teams actually trust and use daily."
See our business casesDr. Sophie Marchand
Director of Regulatory Affairs
"Regulatory document generation used to take our teams weeks. Weeki's agentic pipeline cut that by 70% while maintaining 99.5% compliance — our time-to-market accelerated overnight."
See our business casesDr. Laurent Vidal
Deputy Director, Scientific Evaluation
"Monitoring thousands of pharmaceutical documents manually was unsustainable. Weeki's AI surveillance system now detects anomalies 24/7 with 95% accuracy — a genuine step change for public health safety."
See our business casesNicolas Berger
COO
"In just five weeks, Weeki delivered a complete data valorization framework — from audit to predictive models. Our decision-making speed improved by 50% and data reliability jumped 35%."
See our business casesJulien Moreau
VP Supply Chain
"Stockouts dropped 40% and overstock by 30% within months. Weeki's forecasting models capture seasonality and demand shifts our previous system couldn't see — the supply chain team now plans with confidence."
See our business casesAmélie Durand
CEO & Co-founder
"Our founders used to spend hours on business plans and SWOT analyses. Weeki's AI assistants automate 80% of that work — decisions that took days now take minutes, with better quality output."
See our business casesMarc-Antoine Leroy
Head of Investments
"Weeki's geospatial models predict market indicators with R² above 0.8 — precision we've never had before. Our investment committee now makes data-backed decisions with real confidence intervals."
See our business casesROI Snapshot
Adjust the values to model your scenario
How We Deliver
From your data to production-grade recommendations in weeks
1
Harvest & ground
Ingest literature, patents, and data into a science graph.
2
Model induction
Propose and refine models via symbolic and neuro-symbolic agents.
3
Simulate & verify
Score plausibility, novelty, and falsifiability.
4
Design candidates
Generate molecules, materials, or architectures under constraints.
5
Experiment & publish
Plan experiments and auto-assemble papers with citations.
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-readable by design
Entities & relations encoded so agents retrieve, reason & act accurately.
Start from scratch or consolidate
We can build your knowledge base from zero (taxonomy, ontology, governance) or unify what you already have.
Pricing & Delivery
Two steps to go live: we build it, then you run it.
Choose your plan
Free
- Up to 1 user
- 1 workspace
- Basic experiment tracking
- Community support
- 1 GB storage
Pro
billed annually
or €129/mo billed monthly
- ML experiment tracking & model registry
- Scientific discovery pipelines
- DAG-orchestrated training runs
- Collaborative notebooks & datasets
- 50 GB/user storage
- Workflow automation
- See credit pricing
Enterprise
Also available On-Premise- Everything in Pro
- GPU/HPC cluster integration
- Advanced governance & audit logs
- Dedicated account manager
- Data residency & SSO
- 100+ GB/user storage
- Platform Onboarding Bootcamp
Custom services
Our team can handle configuration, deployment, training, and custom builds — engage us whenever you need expertise, at any stage of your project.
Service Delivery
Starting from
- Full ML platform deployment
- Research design & model development
- Training for internal ML teams
- Governance & audit bundle
SSO/Active Directory
RBAC
Citations & audit logs
end‑to‑end
EU data residency
Governed data dictionary
Enterprise scale
Millions of objects managed
Pilot in 2–6 weeks;
industrialization 6–10
Join our Mutual Action Plan
- 1Discovery & Personalized ROI Demo
- 2Technical & Security Workshop
- 3Commercial, Legal & Kick‑off
Have questions?
Find Your Answers Here
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 more