Quoting & coverageHow Lily works
- 1
Learn the business
Lily embeds with your operators to understand your workflows, data, systems, and decisions.
- 2
Build the agents
Lily builds the AI agents and automations your work needs - quotes, schedules, approvals, follow-ups, and more.
- 3
Run and improve
Lily ships inside your systems and keeps improving from real work and outcomes.
Platform
AI deploys into the work, and stays there.
Forward-deployed engineers learn the work, build it in, and keep it running. Lily turns that into software.
Your systems, workflows, ecosystems, and approvals, the judgment that never fits cleanly into off-the-shelf software.
Software for fleet, revenue, routing, field service, and the other high-friction work off-the-shelf tools never cover.
Deployed inside the systems your teams already use.
Every deployment teaches Lily more. They learn from real work, not demos, and get better the longer they run.
Use cases
Built first where enterprise AI is hardest.
Quoting & coverage
Branch operations
Dispatch & updates
Diagnosis & repair
Operations & triageInside your systems
Lily works inside your systems.
No rip-and-replace. No migration. No new system of record.
Your systems
Lily connects to SAP, NetSuite, Epicor, Salesforce, HubSpot, and Snowflake, plus inboxes, PDFs, and the systems your business depends on.
Your workflows
Quotes, routing, service tickets, approvals, inventory checks, contract terms, and customer follow-up.
Your controls
Approvals, auditors, human oversight, and deployment governance, built in.
The compounding loop
Every deployment makes the next one faster.
They build with your domain experts, prove performance in production, and turn what works into reusable software.
How Lily learns.
Ship early workflows in weeks, not quarters.
How it compounds.
Validate accuracy, judgment, and edge cases with your domain experts.
Why it gets better.
Turn proven patterns into product capabilities that scale across teams, sites, and customers.
Built for always-on intelligence
The difference
Every agent knows its software. Lily knows the work.
01
Copilots assist. Lily builds.
Other AI helps a person do the work. Lily builds the software that does it.
02
Consultants leave. Lily stays.
Consultants embed, build, hand off, then leave. Lily stays deployed and adapts.
03
Software decays. Lily learns.
Off-the-shelf software decays. Lily learns from real corrections and improves.