The Challenge: Knowledge Loss in Organizations
- Legacy IT systems rely on a handful of senior employees who “just know how it works.”
- Compliance-heavy industries like maritime suffer from outdated, fragmented documentation that slows down audits and increases risks.
- Onboarding new staff takes months because critical processes are nowhere clearly written down.
This is where the Expert Companion comes in.
How the Expert Companion Works
The Expert Companion uses a multi-step approach to secure and activate knowledge:
- Analyze existing company data, documentation, and even source code
→ It maps what information already exists and makes it searchable. - Identify gaps in the documentation
→ Missing processes, outdated instructions, or undocumented workarounds are flagged. - Produce interview questions for experts
→ Targeted, structured interviews fill the knowledge gaps – capturing what only people know but isn’t written anywhere. - Feed the answers given by the experts into the knowledge base
→ Enrich the documentation with the provided answers to the interview questions.
The result is a living knowledge base: searchable, explainable, and secure. Teams can interact with it through chat, workflows, or compliance tools – without fear of losing expertise.
Example 1: IT Companies with Legacy Systems
An IT services provider still runs mission-critical legacy software. Only two senior engineers truly understand the dependencies, restart procedures, and update risks.
- The Expert Companion first scans the existing documentation and code.
- It then identifies gaps – for example, missing notes on recovery procedures.
- Finally, it generates interview questions like:
“What are the exact steps to restart module X if the database crashes?”
The engineers answer once, and the knowledge is preserved for the entire team. Future developers don’t start from scratch – they can query the Expert Companion just like they’d ask a colleague.
Example 2: Maritime Businesses with Compliance Needs
A shipping company faces audits with scattered, outdated certification documents. Inspectors ask questions that crew members struggle to answer quickly.
- The Expert Companion analyzes technical manuals, past inspection reports, and compliance documentation.
- It identifies missing details – e.g., no record of how new MARPOL rules were implemented in 2024.
- It then produces targeted questions for subject-matter experts:
“How was procedure Y updated after the 2024 MARPOL amendment?” The answers are added to the knowledge base, turning outdated binders into an up-to-date, queryable compliance assistant.
Why the Expert Companion Matters
Why the Expert Companion Matters
- Prevents knowledge loss when experts leave.
- Speeds up onboarding by making critical know-how accessible.
- Reduces compliance risks with complete, up-to-date documentation.
- Transforms hidden expertise into a scalable, secure company asset.
With the Expert Companion, organizations stop losing knowledge and start building on it..
