Compare
Multiple AI systems,
one question.
Same questions. Deeper answers.
AI systems
you can inspect.
Research. Data. Verification.
DeepSci Labs develops tools for AI-assisted research, proprietary data licensing and inspection of AI tool interfaces.
SCIENCE
CLARITY
IMPACT
CLARITY
IMPACT
01A CLEARER
TOMORROW
TOMORROW
Verify
Sources, reasoning,
confidence.
Understand
Clear, structured
insights.
Take action
From information
to real impact.
Built for researchers, builders and decision-makers
Research
Enterprise
Public Sector
Education
Real-world impact
Use cases across society.
From research to policy, DeepSci Labs helps people work with AI more confidently and effectively.
Explore research systems
Research
Accelerate discovery
Compare model outputs, verify claims, and surface new perspectives without hiding disagreement.
Learn more →
Enterprise
Make better decisions
Bring transparency and structure to complex AI workflows before outputs reach decision-makers.
Learn more →
Public sector
Build trust in AI
Support evidence-based work with traceable, reviewable insights and explicit uncertainty.
Learn more →
Education
Teach with confidence
Help learners examine AI critically, compare answers, and distinguish evidence from fluency.
Learn more →Our approach
A clearer way to work with AI.
We combine evaluation frameworks, source tracing and structured comparison to help people see how AI reaches its answers.
Explore our approachCollect
Gather outputs from multiple AI systems.
Analyse
Trace sources, compare reasoning and assess confidence.
Reveal
Turn complex results into clear, actionable insights.
A MORE TRANSPARENT
AI TOMORROW
AI TOMORROW
Let’s build a clearer future.
Work with DeepSci Labs on AI research, proprietary data and inspectable tool interfaces.
Built by DeepSci Labs
Research, data and AI verification.
Tools for research teams, developers and organisations working with AI. Explore each project and its current stage of development.
See how we buildResearch · AI comparison · Evidence
Recherche.fr
Compare answers. Examine the evidence.
For R&D and scientific-intelligence teams. A multi-model research project designed to preserve claims, evidence and unresolved questions.
Private beta · Verification research ongoing
Explore Recherche.fr
News · Sources · Monitoring
Actualites.fr
Follow the news with sources in view.
For readers and organisations following current events. A public news site focused on comparing sources, showing disagreements and monitoring topics.
Public website
Explore Actualites.frData · Provenance · Licensing
DeepSci Data
Proprietary datasets with documented rights.
For data owners and teams developing AI. A project for sourcing, qualifying and licensing datasets with documented provenance and usage rights.
Development staging
Explore DeepSci DataMCP · Metadata · Change history
DeepSci Trust
See when an AI tool interface changes.
For AI developers and MCP integrators. A local prototype that compares declared tools and schemas against an approved reference, without executing those tools.
Local prototype · No continuous monitoring service
About the Trust prototype