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.

AI-Powered Video Research Platform

AI Skills Assessment at Scale

AI Architecture for Deliverable Automation

AI Technology Intelligence & Literature Review

Due Diligence Data Automation

MLOps, GenAI & LLM Production

AI-Powered Business Assistant

Pharmaceutical Sales Forecasting

Data & AI Platform Deployment on Palantir

Quote Pricing Optimization

AI Marketing Assets & Content Automation

AI for Real Estate Market Intelligence

Pricing & Data Valorization

Regulatory Document Monitoring

Employee Engagement & Explainable ML

Supply Chain Forecasting

Data Science & AI Teaching
Machine Learning for Clinical Literature Review
Probabilistic Graphical Models

ML, Human Motion & Social Behavior
ROI 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.
Platform
Free
- Up to 1 user
- 1 workspace
- Basic experiment tracking
- Community support
- 1 GB storage
Pro
- 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
On-premise: on request, contact us- Everything in Pro
- GPU/HPC cluster integration
- Advanced governance & audit logs
- Dedicated account manager
- Data residency & SSO
- 100+ GB/user storage
- Platform Onboarding Bootcamp
Students go further with Weeki
1 user · monthly, no commitment · no AI credits included · students only
Services
Deployment, training, and custom builds by our team.
Service Delivery
Starting from
- Research design & model development
- Pipeline orchestration & deployment
- Dedicated Weeki data scientists
- Weekly reporting & deliverables
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.
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