Use Cases
Built for operational work, not generic chat
Haryts is designed for the questions asset-heavy, regulated teams actually ask — where a wrong answer has consequences and the source matters.

Field & maintenance teams
Answer procedure, asset, and safety questions from your own manuals and work history — cited, at the point of work, without paging a senior technician.
Questions it answers
- “What's the lockout procedure for this pump?”
- “Has this fault happened before, and what fixed it?”
- “Which torque spec applies to this assembly?”
Operations & compliance
Find the governing version of a policy, rate, or standard, and see the evidence behind it — instead of trusting a confident guess or a stale copy.
Questions it answers
- “What's the current travel and meal allowance?”
- “Which revision of this standard is in force?”
- “What does our policy say about this exception?”
Onboarding & knowledge transfer
New hires get grounded answers from institutional knowledge, and leaders see where documentation is thin before a departure turns it into a gap.
Questions it answers
- “How do we handle this situation here?”
- “Where is the procedure for this task documented?”
- “What's the background on this decision?”
Drafting operational artifacts
Turn cited evidence into draft checklists, handovers, incident write-ups, and reports — with a person approving every artifact before it leaves.
Questions it answers
- “Draft a shift handover from today's events.”
- “Build a checklist for this maintenance task.”
- “Summarize this incident with its sources.”
Example questions are illustrative of the kind of query Haryts is built for. Actual answers depend entirely on your own documentation.
The common thread
Answers grounded in your evidence — or it says it can't help
Across all of these, the value isn't a chatbot. It's that the answer cites its source, carries a trust score, and is honest when the documentation doesn't cover the question.
Find your first use case in a pilot
We'll scope one high-value knowledge domain and prove it on your own documents.