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.
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Next-Gen Document Surveillance in Health Regulation
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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
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AI-Driven Analysis of Human Social Behavior
ML and motion capture to model physical/physiological behaviors; predictive analytics, next-gen human-machine interfaces.
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.
Pricing & Delivery
Two steps to go live: we build it, then you run it.
We develop the solution for you
We design, build, and configure the solution tailored to your needs.
Service Delivery
Starting from
- Full ML platform deployment
- Research design & model development
- Training for internal ML teams
- Governance & audit bundle
We put it in production and let you use it
Choose the SaaS plan that fits your organization to run the solution.
Platform
billed annually
or €129/mo billed monthly
- ML experiment tracking & model registry
- Scientific discovery pipelines
- Workflow automation (credit-based)
- See credit pricing
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