The AI Provenance
Workspace
Built by former consultants who understand client trust is key.
Extract insights from any source, and produce deliverables with the accuracy, traceability and human verification your clients demand.


High-stakes consulting demands a standard of excellence where "good enough" does not exist. This philosophy defines every layer of Wellknown:
Secure project workspaces support entire project lifecycles; from data ingestion and research, to insight extraction, to writing and verifying deliverables.
Teams can upload thousands of documents, transcripts and reports. Facts are automatically extracted from text, complex charts, tables and diagrams. All with exceptional accuracy.
The proprietary 'Fact Layer' creates a single source of truth for all project knowledge, with full lineage tracing and auditable human verification.
Powerful chat and workflow tools enable everyone across your firm, from Analyst to Partner, to quickly surface relevant facts when answering questions or collaboratively producing client-ready output.
Your clients rely on you for their most critical decisions. Wellknown helps you uphold that trust while leveraging AI.

Because AI is built on statistics, it often lacks the rigor, logic and accountability required for your work.
Wellknown provides the transparency consultants demand and enforces human verification as the essential final step.
The added accountability enables you to guarantee client deliverables are grounded in fact.
Wellknown centralizes information into a single source of truth, linking output to evidence.
This Fact Layer enables you to unlock deeper insights faster while surfacing relationships, evidence, conflicts, and gaps across your data.
Within your ring-fenced project knowledge bases, Wellknown’s proprietary engine automatically extracts facts from text, complex charts, tables and diagrams.
This happens with unparalleled accuracy, and serves as the foundation for the Fact Layer and beyond.




Built to the rigorous standards of global consulting firms. All data is encrypted, ring-fenced per project, and guaranteed to never be used for model training.
Governance features include SSO, IP allow-listing, audit logs, and optional EU data residency for GDPR compliance.


Consulting decks, market reports, and client data are often rich in information nested within graphs, tables, diagrams, and hierarchies.
Leading AI models fail at such complexity, and hallucinate. Wellknown is built to navigate these structures, achieving 96% accuracy.

Our Data Room functionality delivers a healthcare advisory firm 80x faster, higher-quality knowledge processing.
By leveraging all project knowledge, a consulting team delivers advice to their clients that is consistently backed by coherent evidence.
Workflows for each report section reduces report writing time from weeks to days for one advisory firm customer.
