AI Intime

AI Intime is a sovereign, agentic AI platform built for batch manufacturing and complex laboratory operations. It lets enterprises adopt AI while their operations, economics, and knowledge stay under their own control. AI Intime is built by Vegam Solutions.

Decoupling layer

The large language model (LLM) sits behind the platform as a replaceable component, never inside the business. New models land in a sandbox, are tested against the customer's own business test cases, and are adopted only where they pass. Flows, integrations, and business logic stay intact when a model changes.

Knowledge Twins

Knowledge Twins connect batch records, lab reports, enterprise resource planning (ERP), manufacturing execution system (MES), laboratory information management system (LIMS), and quality management system (QMS) data, documents, emails, and the know-how of a few specialists into one governed, queryable layer. People ask questions in plain language and get answers from their own data across systems. No system of record is replaced.

Use cases in production

Three use cases run in production. Analytical Lab Reports turns lab report PDFs into structured data, linking each parameter to its test method, sample, and batch, so teams can filter by batch number or parameter value. Knowledge Twin keeps account and plant knowledge available when a specialist is unreachable. BOM Extraction reads spec sheets (scanned PDFs, Excel, images, Word) into the customer's own bill of materials (BOM) quoting templates, with human review beside the source cells. Further use cases are built on the same platform for each customer's own processes.

Results from a Knowledge Twin deployment

According to the vendor, original equipment manufacturer (OEM) visit prep moved from hours across Outlook, Salesforce, and notebooks to minutes with a single natural-language query. After-hours escalation moved from one specialist, unreachable on weekends, to any qualified team member, 24/7. New hire onboarding, previously 12 to 24 months to competency, was shortened, though the vendor gives no figure.

Deployment

Sovereignty here means freedom of action, not just hosting. AI Intime runs on the customer's site, in a private or public cloud, or hybrid, including air-gapped deployments, with access isolated per account.