Turn your best engineer's knowledge into systems your whole team can use.
AWACS.AI helps infrastructure and operations teams extract expert troubleshooting knowledge and turn it into operational bots, runbooks, decision trees, guided workflows, and AI-assisted enablement systems.
Your best knowledge is trapped in your best people.
Senior engineers carry years of environment-specific knowledge, troubleshooting instincts, escalation judgment, and unwritten workflows.
Most teams rely on that knowledge every day, but it is rarely captured in a form junior engineers can actually use.
What it looks like
- The same questions, asked over and over
- Senior engineers as the bottleneck
- Documentation that no longer reflects reality
- Slow onboarding
- Troubleshooting that changes with whoever picks up the ticket
- No clear idea where AI actually fits
- Knowledge that walks out when people leave
We turn tribal knowledge into operational systems.
AWACS.AI captures how your experts think through real problems and converts that knowledge into practical operating assets.
What comes out
- Operational bots
- Runbooks
- Decision trees
- Guided workflows
- Prompt packs
- Escalation criteria
- Junior engineer guides
Extract. Map. Codify. Validate.
We start with the expert and the real problem, not with a prompt.
- Extract. Capture expert knowledge from real problems, tickets, incidents, and conversations.
- Map. Break that knowledge into steps, decisions, risks, conditions, and escalation points.
- Codify. Convert the map into runbooks, prompts, decision trees, workflows, and bot logic.
- Validate. Test the workflow against real scenarios and refine it for the team.
AI should not replace judgment.
It should capture, structure, and distribute the judgment your best people already use.
We do not build bots that pretend to be people. We build bots that help teams operate better.
The goal is not to remove expertise from the room.
The goal is to make expertise easier to use, easier to verify, and easier to pass on.
What You Leave With
Things your team can open, follow, and reuse. Not a slide deck.
A before and after view of one real workflow
A runbook your team can follow
A decision tree for the calls that used to need a senior engineer
A prompt pack tuned to your environment
An escalation checklist
A troubleshooting map
A junior engineer guide
Ready to turn expert knowledge into operating assets?
Start with one expert and one workflow the team keeps getting stuck on.
We will sit with the person who knows how it actually works, map what is in their head, and hand your team something they can run without them.