Wellknown provides an AI‑driven platform that automatically extracts verified facts and insights from unstructured documents, charts, tables, and diagrams, recording full data lineage in a proprietary Fact Layer. The system offers secure, SOC2/ISO27001‑certified workspaces and collaborative tools that let consulting analysts, managers, and partners generate traceable, client‑ready deliverables at scale.
Funding
Funding not disclosed
Founders
Product
Problem
Consulting firms struggle to efficiently extract accurate insights from large volumes of client documents, transcripts, and data visualizations while maintaining traceability and compliance. Traditional manual processes are time‑consuming, error‑prone, and lack auditable data lineage, risking client trust and project quality.
Solution
Wellknown offers an AI‑driven platform that automatically extracts facts and insights from diverse source materials—including text, charts, tables, and diagrams—with three times the accuracy of standard large language models. A proprietary Fact Layer records the provenance of each extracted fact, enabling full lineage tracing and auditable human verification within SOC2/ISO27001‑certified workspaces. Integrated chat and workflow tools let analysts, managers, and partners collaboratively surface verified information and generate client‑ready deliverables. The system supports end‑to‑end project lifecycles, from data ingestion through insight extraction to report authoring, ensuring consistency, accountability, and compliance across consulting engagements.
Target Audience
Wellknown is designed for consulting firms of all sizes, targeting analysts, managers, and partners who need reliable, traceable AI assistance to produce high‑quality client deliverables.
Features
- Automated extraction of facts from unstructured text, complex charts, tables, and diagrams with high accuracy
- Proprietary Fact Layer that creates a single source of truth, providing full data lineage and auditable human verification
- Secure, SOC2/ISO27001‑certified workspaces that protect client data throughout the project lifecycle
- Integrated chat and collaborative workflow tools for real‑time fact retrieval and joint report creation
- Tailored consulting workflows supporting over 50 use cases, from research to deliverable generation
- Scalable ingestion of thousands of documents per project, enabling comprehensive knowledge capture