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Business
Client type
Singular Innovation
Delivered by
5 min read
Reading time
Web App

An AI CRM that links sales and buying, for faster door sales and happier customers.

40% Less Stockouts
Context

What was happening

The starting context documented for this work.

The AI-powered CRM Singular built for Globales reduced stockouts by 40%. Globales required a custom CRM to bridge the gap between their field sales team and procurement operations. We built an AI-powered platform that predicts inventory needs based on sales trends and automates procurement orders.

We treated the visible interface, the operating workflow, and the underlying data model as one system. That keeps the experience coherent for users and practical for the team maintaining it.

"An AI CRM that links sales and buying, for faster door sales and happier customers."

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Operating problem

Where the work was breaking down

Where complexity, fragmentation, or friction was slowing the business down.

Disconnect between sales data and inventory procurement causing delays.

We treated the visible interface, the operating workflow, and the underlying data model as one system. That keeps the experience coherent for users and practical for the team maintaining it.

"Disconnect between sales data and inventory procurement causing delays."

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Documented scope

What Singular built

The product, platform, or operating layer we designed to change the workflow.

An integrated CRM that triggers procurement workflows automatically.

We treated the visible interface, the operating workflow, and the underlying data model as one system. That keeps the experience coherent for users and practical for the team maintaining it.

Designed around adoption

Built for operational clarity

Structured to scale after launch

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Evidence

What the available evidence supports

This section distinguishes documented delivery, observed results, client statements, and outcomes that still require confirmation.

Reduced stockouts by 40% and accelerated sales cycle.

We treated the visible interface, the operating workflow, and the underlying data model as one system. That keeps the experience coherent for users and practical for the team maintaining it.

40% Less Stockouts

Delivered with a scalable foundation

Ready for the next phase of growth

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Motion

Watch the product in motion.

Who did this work

About Singular

Every case study on this site documents work delivered by the Singular team. We publish them under the company rather than under an individual byline, because the engagements are run by a team and the company is what stands behind the claims.

Singular InnovationSt. Petersburg, FL
What the team works on
  • AI Strategy & Operating Roadmap
  • Workflow Systems & Automation
  • Agentic AI & Governed Execution
  • AI-Native Products & Internal Tools
  • Outcome Delivery
This engagement
Client
Globales
Discipline
Web App
Client type
Business
Recorded outcome
40% Less Stockouts
Delivered by
Singular Innovation
Recorded evidence

What each figure was measured against

A number on its own is a claim. These are the figures published on this page with what they were compared to, the window they were measured over, and where the measurement is recorded.

  • a 40% reduction in stockouts

    Measured against:
    Stockout rate before vs. after implementing the AI-powered CRM and automated procurement workflows
    Period:
    May 2025 to April 2026
    Recorded in:
    Globales success story / documented project outcome
    Approved by:
    Charlie Rohrmann, 2026-08-31

We build it ourselves

Strategy, workflow design, interface, and code on these engagements are produced by the Singular team, not resold from a third party.

The client keeps everything

Roadmaps, workflows, prompts, automations, and code are built for the client company to own from day one.

Results are recorded, not estimated

The headline figure on each case is the outcome reported for that engagement. Where a number was never measured, the case says what was delivered instead of inventing a metric.

Common Questions

Questions buyers ask before they move forward.

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Examine the workflow behind the result.

Bring a similar operating bottleneck and the evidence available today. We will help define what needs to be validated next.

Globales — Case Study | Singular