AI-run
operations

LWIS turns fragmented admin workflows into governed AI work. Your team stops chasing tasks and starts managing exceptions - across any operation complex enough to need it.

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About LWIS

Governed by design, not after the fact

01Approval gates
02Audit trail
03Role-aware execution
04Human judgment for sensitive actions

Start with one painful workflow

A Proof Sprint is fixed scope. LWIS connects the real systems, models the business objects, defines the approval rules, launches a governed AI worker inside the loop, and measures what changed - before any broader operating layer is committed to.

  1. 01Workflow Diagnosis
  2. 02Operating Graph Design
  3. 03AI Worker Launch
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Where these workflows already run

The workflow packs are the built layer. These are the contexts they run in today, with more on the way. Each card names a good first sprint - the right place to prove one workflow before expanding.

A new category: AI-run operations

Complex operations do not need another dashboard. They need the actual work to run.
LWIS thesis

AI-run operations is not a dashboard, a chatbot, or another SaaS seat. It is a governed operating layer where systems, workflows, approvals, and AI workers coordinate the actual admin work of the business.

LWIS builds that layer for any operation too complex for stitched-together SaaS but underserved by enterprise platforms - where operational truth, governed execution, and durable leverage on every workflow actually matter.

Our mission
Operator working at a multi-monitor workstation, reviewing code and data.

Workflow packs

Each pack ships with a governed AI worker — a defined role with the workflow, approval rules, and operating context that let it coordinate real work across the business.

Available via Proof Sprint

Operator Agent

Operator Brief

Pull the day's signals into one governed brief, with the exceptions an owner actually needs to see.

Explore Operator Brief
Available via Proof Sprint

Review Agent

Review Intelligence

Ingest reviews, extract themes, draft responses, route approvals, and publish safely.

Explore Review Intelligence
Built flagship

Finance Agent

Finance Heartbeat

Track money movement, classify activity, flag exceptions, and prepare daily visibility.

Explore Finance Heartbeat
Available via Proof Sprint

Sales Follow-Up Agent

Lead & Booking Follow-Up

Respond before opportunities go cold and keep the next step moving.

Explore Lead & Booking Follow-Up
Coming soon

Intake Agent

Document Intake

Collect missing documents, summarize context, and route complete files for review.

Available via Proof Sprint

Approval Agent

Approval Queue

Route sensitive AI-assisted actions through human review.

Explore Approval Queue

LWIS pairs with any current or future frontier model as the worker. The LWIS layer defines the work.

How LWIS works

Six steps compressed into one operating layer: connect the systems, model the business, define the workflow, launch a governed AI worker, route approvals, and measure what changed.

Operating Graph

We connect the real systems and model the business as typed objects: orders, reviews, leads, invoices, appointments, approvals, exceptions, locations.

Digital Workforce

AI workers staff the graph - each deployed into a defined role with its own tools and limits, built to execute real work, not free-form chat.

Governed Action

Every important action is routed, approved, executed, logged, and measured - so improvement compounds instead of drifting.

Pick one workflow. We will help you prove whether it should become AI-run operations.

Proven inside real operating complexity

LWIS is being hardened inside live operations - starting with hospitality, where sales, labor, payroll, reviews, finance, menus, and exceptions all collide on the same day. The same workflow packs are designed to run anywhere similar complexity exists.

See it in restaurants

Hospitality is the first deep proof context. Every other operation starts the same way: one workflow, one Proof Sprint.

Insights and updates