AI that’s always grounded
in your business.

4Minds is a contextual AI platform that grounds AI in your organization's own knowledge. It connects data across your systems into a knowledge graph, reasons across that knowledge to deliver explainable answers and adapts continuously as your business changes. Teams use it to quickly move AI from pilot to production without rebuilding context for every use case.

Contextual AI is AI that understands how your business operates, including the relationships, policies, processes and terminology behind your data. It applies that context to every answer and keeps it current as conditions change. 4Minds builds and updates this context automatically, so outputs reflect your business as it runs today.

4Minds differs from retrieval augmented generation (RAG) because it understands how information connects. While RAG only retrieves data that matches a query, 4Minds builds a knowledge graph of relationships and dependencies, reasons across multiple sources, checks each answer against verified knowledge, and fine tunes your model on that knowledge. When evidence is missing or conflicting, 4Minds surfaces the gap instead of answering with false confidence.

4Minds keeps AI current as your business changes by ingesting new data continually and updating its knowledge graph as information changes. Its fine-tuning engine adapts model behavior by updating up to 10% of eligible weights, without full retraining. Each update passes a held-out quality check before release and can be rolled back, so your AI stays current without a retraining project.

4Minds reduces hallucinations by validating every response before it reaches a user. A structured reasoning layer breaks claims into parts, checks each one against the knowledge graph and long-term memory, flags contradictions, and calculates a confidence score from the evidence. Answers trace back to their sources, so you can see exactly how 4Minds reached each conclusion.

You can deploy 4Minds in your own cloud account, on premises or fully air-gapped. Customer-managed deployments run on managed Kubernetes in Amazon Web Services (AWS), Microsoft Azure or Google Cloud. You choose where AI runs and where data lives based on your security and data residency requirements.

4Minds integrates natively with cloud object storage, data warehouses and business systems including Salesforce, HubSpot, SharePoint, Databricks and Snowflake. It ingests PDFs, Word documents, spreadsheets, images, web pages and structured data, preserving structure such as headings and table boundaries. Integrations respect your existing data governance, so 4Minds sees only what its role permits.

You can use 4Minds for any use case that requires reasoning across connected information, including supply chain optimization, contract and legal intelligence, mergers and acquisitions (M&A) due diligence, and hyperpersonalized marketing. It fits industries such as manufacturing, financial services, healthcare, professional services, retail and energy, where decisions depend on fragmented, constantly changing institutional knowledge.

You can get started with 4Minds with a free trial and use the quick start guide to build your first model. For a deployment tailored to your data, security requirements and use cases, schedule a custom demo or workshop with the 4Minds team. We recommend starting with one high-value use case, then extending the same knowledge graph to more departments.