Proof Sprint

Turn one painful workflow into an AI-run operating loop.

Fixed scope. LWIS maps the workflow, connects the systems behind it, models the business objects, installs the AI worker, defines the approval rules that keep humans in control, and measures what changed.

What a Proof Sprint delivers - one workflow, one AI-run operating loop

Good first workflows: missed lead follow-up, review response, invoice and cash tracking, payroll readiness, support triage, approval queue routing, the daily or weekly operator brief. Each sprint produces six deliverables - workflow map, connected systems, business object model, AI worker loop, approval and exception rules, and an outcome report with the expansion recommendation.

  1. 01Workflow map + connected systems
  2. 02Business object model + AI worker loop
  3. 03Approval rules + outcome report

A clear map of the trigger, systems, handoffs, decisions, exceptions, and actions involved in one workflow - plus the systems and data sources connected or staged for controlled ingestion. This is the first shared operating truth the business can trust.

Operator sketching a workflow diagram on a tablet beside a code editor screen

The LWIS Launchpad

The Launchpad is the engine that runs the sprint. It is not a separate product or a long rollout - it is the workflow design, system connection, object modeling, approval rails, and implementation cadence needed to ship one operating loop on a fixed timeline.

Whether the first loop is review response, payroll readiness, finance heartbeat, lead follow-up, or the operator brief, the Launchpad turns scattered activity into a governed workflow the business can run, measure, and expand from.

A sprint is real when the numbers move. We measure cycle time, dropped tasks, approval time, response time, cash visibility, operator interruptions, and exception rate - and report what changed at the end of every Proof Sprint.
How we measure

The Workflow lifecycle

Six stages, one operating loop. Vision sets the outcome. Intake surfaces the real systems. Model defines the business objects. Prototype installs the first loop. Launch proves it in production. Scale turns it into reusable infrastructure.

We define the business pain, the desired operating outcome, and the reason this workflow matters now.

After the sprint

Four honest options at the end of every sprint: stop with what was learned, tune the loop in place, expand into a reusable workflow pack, or compound packs into a vertical operating pack. Each expansion path inherits the same objects, approval rules, and evidence trail proven in the sprint.

Expand into a vertical operating pack

Compound packs into an industry-specific operating layer for businesses where the same work repeats across locations, teams, customers, and operating tools.

  • Restaurants & hospitality
  • Home & field services
  • Legal & professional services
  • Medical, dental & wellness
  • Insurance agencies
  • Property & real estate operations

Expand into a reusable workflow pack

Install the sprint loop as a configurable workflow pack: faster response, clearer money movement, governed approvals, and fewer missed signals.

  • Operator Brief
  • Lead & Booking Follow-Up
  • Review Intelligence
  • Finance Heartbeat
  • Approval Queue
  • Document Intake

Why we stand out

Workflow-native execution
Approval-aware automation
Operator-visible intelligence
Real-system integration
Measured expansion
Workflow-native execution
Approval-aware automation
Operator-visible intelligence
Real-system integration
Measured expansion
Workflow-native execution
Approval-aware automation
Operator-visible intelligence
Real-system integration
Measured expansion