4MINDS delivers enterprise‑grade AI models that are fine‑tuned on a company’s own data, running in a private, single‑tenant environment so no data or infrastructure is shared. The models continuously learn from live data, providing up‑to‑date, graph‑powered reasoning and precise answers through Knowledge Assistants that surface information from internal documentation, products, and workflows. This enables software developers, product builders, data teams, and ML engineers to embed accurate, secure AI directly into their operations.
Funding
Funding not disclosed
Founders
Product
Problem
Enterprises often struggle to extract accurate, context‑aware answers from their internal documentation, contracts, and product knowledge because generic AI models lack access to proprietary data and cannot be safely deployed within isolated environments.
Solution
4Minds offers a private, single‑tenant AI platform that fine‑tunes large language models on each customer’s own data sources, creating knowledge assistants that deliver precise, up‑to‑date answers grounded in internal documentation, product information, and workflow context. The models run in isolated infrastructure, ensuring that data never leaves the organization and that no shared resources are used. Continuous learning from live data keeps the assistants current without requiring offline retraining. The platform supports use cases such as contract intelligence, customer support agents, and developer‑focused knowledge bases, providing industry‑specific terminology and contextual awareness. Users interact through a web interface or API, receiving answers that are directly tied to their proprietary knowledge graph.
Target Audience
Primary customers are software developers, product builders, data teams, and ML/AI engineers in large enterprises that need secure, accurate AI assistance built on their own proprietary information.
Features
- Private, single‑tenant deployment with complete data and infrastructure isolation
- Fine‑tuning on proprietary documents, product data, and workflow metadata for domain‑specific relevance
- Continuous online learning from live data to maintain up‑to‑date knowledge without manual retraining
- Graph‑powered reasoning engine that links related information across internal sources
- Ready‑to‑use knowledge assistants for contract analysis, customer support, and developer documentation queries
- API and web UI for seamless integration into existing tools and workflows