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Introducing Lily: your AI FDE

On the frontlines of enterprise AI.

InstaLILY embeds AI into your most important work: finding where it creates the most value, redesigning the work around it, and shipping systems built to last.

Measurable business impact
  • $200M+New annual salesSurfaced for a national distributor by scanning the customer base.
  • 98%Lower cost to serveField-service diagnosis cut from 15 minutes to under 10 seconds.
  • 60%+Faster new-rep rampOnboarding compressed by codifying expert knowledge.
What it is

What is forward deployed engineering?

Forward deployed engineering is how AI reaches production: engineers embed in the business, redesign a high-value workflow, and ship a system that delivers measurable results.

InstaLILY makes that capability software. Lily is the world's first AI Forward Deployed Engineer, and she keeps doing the job as your business changes.

How it works

Production-grade from day one

Reliability, integration, governance, and measurable business impact are there from day one, not bolted on later.

Connects to
  • SAP
  • NetSuite
  • Epicor
  • Salesforce
  • HubSpot
  • Snowflake
  1. 01

    Embed and build from first principles

    Lily embeds with your operators and domain experts, then builds from first principles around the real work, not a generic template.

  2. 02

    Connect to your data, tools, and controls

    SAP, NetSuite, Epicor, Salesforce, HubSpot, Snowflake, inboxes, PDFs, and call logs, with governance and controls in place from the start.

  3. 03

    Ship into systems teams already use

    No rip-and-replace, no migration, no new system of record. Work lands in the tools your teams already open every day.

  4. 04

    Deliver early value, then iterate

    Lily delivers value early, then iterates toward durable, auditable systems that hold up in production.

Why it lasts

Forward deployment without the handoff

A traditional engagement ends at handoff: the engineers leave, and the system starts drifting from the business the day they do. Lily stays. As pricing rules, products, and policies change, Lily, the AI Forward Deployed Engineer, keeps redesigning the work so the software stays aligned long after launch.

Lily embeds. And she stays.

Deploy the world's first AI Forward Deployed Engineer inside your business.

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