Your company already knows the answer. Munitor finds it.
Munitor turns the manuals, service notes, photos, warranty docs, and past fixes you already have into a private system your team can search the moment the answer matters.
Fix the places where knowledge and follow-through get stuck.
Searchable company knowledge
Make project files, manuals, service records, photos, and senior experience searchable the moment your team needs an answer.
Cleaner turnover & maintenance books
Turn closeout documents, O&M manuals, warranty info, equipment sheets, and tag lists into clean, usable references.
Follow-up that doesn't slip
Track missed calls, open estimates, aging quotes, reviews, and customer requests so important follow-up never disappears.
Tidied operational data
Organize scattered product data, equipment lists, warranty records, shipping updates, and invoices into a cleaner operation.
The knowledge system is where we start - not where it ends.
Once the core proves out, Jake builds custom AI around the rest of your operation - from smarter search to full workflow automation.
AI search automation
Smarter retrieval across the tools and data your team already runs.
AI workflows & agents
Automate the repetitive, multi-step work that eats the day.
Custom AI tools
Purpose-built assistants and integrations for your specific jobs.
Built for field service teams and specialty suppliers.
HVAC
Manuals, equipment history, and past fixes within reach of every technician.
Mechanical Service
Preserve field experience and make closeout knowledge useful across the team.
Building Automation
Search sequences, controls manuals, and service history without digging through drives.
Plumbing
Keep property history, job notes, and follow-up from getting lost between field and office.
Refrigeration
Find equipment details, recurring faults, and prior repairs while still on site.
Suppliers & Distributors
Clean up product data, warranty records, and repeated customer communication.
Start with one costly bottleneck.
Walk through the bottleneck
Show Jake where information gets lost and which problem is worth solving first.
Build & test one system
Organize the useful information, build a focused system, and test it on real jobs.
Expand when it earns it
Roll into daily use and add more only after the first use case proves useful.
Built around your operation, not around an AI demo.
Every project is founder-led. You work directly with the person studying the problem, organizing the information, building the system, and making sure it holds up in the real business.
Direct collaboration
No account managers, no handoffs. You work with the person who designs and builds your system.
Plain-English delivery
Clear explanations and useful scope - no expectation that your team becomes technical.
Pilot-first engagements
Start with one scoped build that proves its value on real jobs before anything bigger.
Where is work getting stuck?
Tell Jake what your team repeatedly has to chase, search for, or re-enter. You'll get a straight answer on whether Munitor can help and what a sensible first project looks like.
Jake reads your note and replies directly, usually within a business day.
A short call to understand the bottleneck worth fixing first.
A straight answer and a useful first project - no pressure.