Case studies

Local Service Businesses

Local Services – Regional Pest Control: Route Density & Treatment Protocol AI

Timeline: Build: 8 weeks. Deploy: district by district. Optimization: 7 weeks seasonality.

Business overview

Industry: pest control. Complexity: chemical constraints, licensing.

Common pain points

Manual routes, log gaps, churn.

Full AI automation system (PrimeAxiom solution)

Route Agent, Protocol Agent, Compliance Agent, Renewal Agent.

Automation workflow (detailed system flow)

1. Ticket load.
2. AI optimizes routes.
3. Chemical checks.
4. Field app captures.
5. Logs auto-filled.
6. QA sampling.
7. Renewals triggered.

AI agents & logic

Router Agent, Safety Agent, Sales Agent.

Technical architecture

OR-Tools + heuristics, mobile offline, LLM for log narratives.

Tools & integrations

PestRoutes, PostgreSQL, OpenAI, mapping APIs

Results

Stops per day +14%; chemical overuse incidents −88%; renewal rate +9%; dispatcher hours −41%.

Timeline

Build: 8 weeks. Deploy: district by district. Optimization: 7 weeks seasonality.