Can you apply this kind of work to our business?

Yes. We use the case as a pattern, then adapt the strategy, workflow, product surface, and integrations to your operating reality.

Do we need a fully defined product idea?

No. We can start from an operational bottleneck, a partial build, or a business outcome and shape the first useful release from there.

How do we know what success should look like?

We define the measurable signal before building, then tie the implementation to adoption, time saved, revenue flow, visibility, or launch speed.

Ediphi — Case Study

Context

What was happening

The starting context documented for this work.

Ediphi creates VR and AI-based training for the hospitality industry. We built their central management platform where enterprises can track training progress, certifications, and skills gaps across global locations.

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.

"Ediphi trains hospitality teams with VR and AI. Singular built the platform enterprises use to track progress, certifications and skills gaps."

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Operating problem

Where the work was breaking down

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

Tracking training compliance across thousands of employees globally.

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.

"Tracking training compliance across thousands of employees globally."

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Documented scope

What Singular built

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

A centralized LMS with AI-driven skill gap analysis.

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.

Streamlined training operations for major hotel chains.

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.

Global Scale

Delivered with a scalable foundation

Ready for the next phase of growth

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Motion

Watch the product in motion.

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.