The AI research platform
for battery scientists.
Wen · wisdom (文) Sura · knowledge (सुर)
Multi-LLM peer review, semantic knowledge search, and data analysis — purpose-built for the $400B battery industry.
Proprietary Battery Knowledge Base
Embeddings
Load Testing
Battery R&D is drowning in data
and starving for insight.
Researchers spend weeks manually reviewing papers before running a single experiment. Data lives in PDFs, spreadsheets, and lab notebooks with no cross-referencing.
Papers Per Day
New lithium-ion battery papers published daily. No researcher can keep up manually.
Material Combinations
Possible synthesis combinations for battery materials. Exploring this space requires AI.
Annual R&D Spend
Spent globally on battery research each year, yet no AI tool speaks the language of battery science.
Multi-LLM Peer Review in Action
Watch how Wensura processes a real battery research query through multiple AI models that independently analyze, blindly critique, and synthesize one authoritative answer.
Note: This is not a literature search tool. Although we may incorporate that in a future release.
Multiple randomly selected LLMs independently query the RAG knowledge base. No model sees another's response.
Each model reviews and scores the others. Accuracy, citation quality, completeness — fully blind evaluation.
A randomly assigned Team Lead synthesizes the highest-scored insights into one authoritative answer.
An AI copilot that speaks
battery science fluently.
Four integrated modules. One platform. From literature review to technoeconomic analysis — everything a battery researcher needs.
- Semantic search & RAG
- AI Peer Review pipeline
- Conversation history
- SSE streaming
- Data Sandbox & AI Copilot
- User-controlled data
- Enhanced knowledgebase
- PDF & dataset upload
- Encrypted isolation
- Process modelling
- Technoeconomic analysis
- Design of experiments
- Process Coach (TOC)
- Semantic IP search
- Whitespace analysis
- Risk modeling
- Risk monitoring
Battery Base
Semantic search across 5+ years of market data and 100K+ text chunks with graph-based RAG. Multi-LLM peer review pipeline ensures research-grade answers. Integrated data sandbox with AI-powered analysis copilot.
Data Foundry
Build your own knowledge base. Upload proprietary PDFs and datasets. Enhanced retrieval with table-of-contents indexing. Your data stays isolated and encrypted.
Process Optimization & Cost Modeling & TEA
Technoeconomic analysis engine. Design of experiments automation. Process simulation coach that helps optimize synthesis routes and predict cost-performance tradeoffs.
IPSURA
Intellectual property intelligence. Whitespace analysis reveals unclaimed territory. Risk modeling monitors competitive threats. Patent landscape mapping for strategic R&D decisions.
Watch the intelligence flow.
A real-time visualization of how Wensura processes your research queries through multiple AI layers.
A $400B industry with no AI workflow tool.
Battery research is the fastest-growing materials science sector, yet researchers have zero purpose-built AI tools.
Built, tested, and ready to ship.
Full-stack MVP deployed on AWS. Multi-LLM peer review pipeline operational. Graph-based RAG with pgvector similarity search.
Start free. Scale with your research.
14-day free trial — cancel anytime.
- AI Copilot
- Sandbox analytics (EDA, PCA, Correlation, Raincloud, 3D)
- 200 queries/month
- 1 user seat
Pro-only during launch. Starter unlocks soon.
Coming Soon- Everything in Starter
- Multi-LLM Peer Review (5 models)
- AutoML & time-series forecasting
- 2,000 queries/month
- Up to 5 user seats
⚡ Founders price — locked forever. First 100 subscribers only.
Start Free Trial- Everything in Pro
- REST API access & SSO
- Custom knowledge base
- Dedicated success manager
- 99.9% SLA guarantee
Founding member prices lock in forever. Cancel anytime.
Everything you get, at every tier.
Detailed feature-by-feature comparison across all plans.
| Feature | Starter $39/mo |
Pro $149/mo |
Enterprise Custom |
|---|---|---|---|
| AI Copilot | |||
| Chat with AI (dataset + KB context) | ✓ | ✓ | ✓ |
| Upload datasets for analysis | ✓ | ✓ | ✓ |
| Plotly interactive charts | ✓ | ✓ | ✓ |
| Data Sandbox | |||
| EDA (Exploratory Data Analysis) | ✓ | ✓ | ✓ |
| PCA (Principal Component Analysis) | ✓ | ✓ | ✓ |
| Correlation Matrix | ✓ | ✓ | ✓ |
| Raincloud Plots | ✓ | ✓ | ✓ |
| 3D Scatter Visualization | ✓ | ✓ | ✓ |
| Time-Series Forecasting | 5/month | Unlimited | Unlimited |
| AutoML (Classification/Regression) | — | ✓ | ✓ |
| LLM Peer Review | |||
| Multi-LLM Council (5 models) | — | ✓ | ✓ |
| Stage 1: Independent Research | — | ✓ | ✓ |
| Stage 2: Peer Ranking | — | ✓ | ✓ |
| Stage 3: Chairman Synthesis | — | ✓ | ✓ |
| Source Citations & Relevance Scores | — | ✓ | ✓ |
| Knowledge Base | |||
| Access global KB (168+ papers) | ✓ | ✓ | ✓ |
| Custom document upload | 10 docs | 100 docs | Unlimited |
| Custom project knowledge base | — | — | ✓ |
| Usage & Limits | |||
| Monthly AI queries | 200 | 2,000 | Unlimited |
| Dataset upload size | 50 MB | 50 MB | 200 MB |
| Data retention | 90 days | 1 year | Custom |
| Concurrent sessions | 1 | 3 | Unlimited |
| PDF report export | ✓ | ✓ | Custom branded |
| Team & Collaboration | |||
| User seats | 1 | Up to 5 | Unlimited |
| Shared conversations | — | ✓ | ✓ |
| Team admin dashboard | — | — | ✓ |
| Enterprise Features — coming soon | |||
| REST API access | — | — | Q3 2026 |
| SSO / SAML authentication | — | — | Q3 2026 |
| Custom LLM fine-tuning | — | — | Q4 2026 |
| Webhooks & integrations | — | — | Q4 2026 |
| SOC 2 compliance docs | — | — | Q4 2026 |
| Support | |||
| Community support | ✓ | ✓ | ✓ |
| Email support | — | 48h response | 4h response |
| Dedicated success manager | — | — | ✓ |
| SLA guarantee | — | — | 99.9% uptime |
| Onboarding & training | — | — | Included |
| Annual Pricing | |||
| Annual price (save 40%) | $29/mo | $119/mo | Negotiated |
| Annual total | $348/yr | $1,428/yr | Custom |
| Coming Soon | Start Free Trial | Contact Sales | |
The Bloomberg Terminal
for battery science is here.
Start your free 14-day trial today — cancel anytime.