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AI Proof-of-Value Workshop

From Idea to Working Prototype – In Just Five Days: A high-impact AI build that takes you from concept to a live, production-ready agent in 30 days.

The Way Most Companies Approach AI is Broken

AI is everywhere – but most teams are still stuck at the starting line. They’ve got a promising idea, maybe even stakeholder interest. But the momentum fades. Alignment breaks down. Skeptics step in. And the proof everyone’s waiting for? Never arrives.

Why? Because turning a great AI idea into a working, credible prototype is hard. Especially across functions, under pressure, and at speed.

Here’s the reality:

90% of AI pilots never make it to production

Usually due to unclear value, brittle prototypes, or stakeholder misalignment. With KMS, you get a real prototype, tied to impact, with a clear path forward. (McKinsey & Forbes)

74% of enterprises struggle to scale AI beyond a proof of concept

Because their early efforts aren’t built for credibility or reuse. We build working software—not science projects—so your POV becomes the first step in real delivery. (BCG)

70% of execs say their AI strategy isn’t aligned to business strategy

Misalignment stalls progress and wastes resources. We bring business and technical stakeholders into the same room, building a shared vision around a working prototype that connects strategy to execution—so the conversation shifts from “should we?” to “what’s next?” (Teradata/NewtonX)

AI success isn’t about models. It’s about making smart bets, fast.

The problem isn’t ambition. It’s the gap between concept and execution. And the longer that gap stays open, the more likely your AI effort will stall, sink, or get sidelined.

Trusted by:

How it WorkS

A five-day design and development sprint—built for clarity, speed, and momentum.

As a bonus: Your team gains hands-on AI experience, uncovers real-time insights on feasibility, blockers, and real-world fit, and leaves with a clear ready-to-go plan to take the solution into production. Everything you need to move from “good idea” to greenlit initiative.

DAY 1

Use Case Finalization & Scope Lock

Align on goals, success criteria, and prototype scope. KMS begins architecture design and implementation planning.

DAY 2

Architecture Validation & Kickoff

Validate technical approach, lock in design decisions, and begin development in a secure KMS-hosted environment—so you don’t need production access or IT involvement to move fast.

DAY 3 to 4

Build Sprint

Full-speed development by KMS engineers. Client participates in short check-ins and ad-hoc unblockers.

DAY 5

Demo, Feedback & Roadmap

Live stakeholder demo, technical Q&A, and handoff of prototype, documentation, and next-step recommendations.

Evoto

1100+

people across the globe

5

offices in Vietnam, Mexico and the US

16

years of experience

WHAT YOU GET

This isn’t a throwaway prototype—it’s a real, usable artifact designed to drive decisions, prove value, and unlock progress.

01

A Functional AI Prototype

Working software that proves your use case with real logic, interaction, and integration into your context.

02

Technical Summary

Architecture, APIs, data model, and integration notes so your team can build, extend, and scale.

03

AI Design Documentation

Prompt engineering, model usage, and fallback logic—how it works, fails, and recovers.

04

Readout Deck

Use case, demo highlights, success metrics, and next-step recommendations.

05

Demo Video Recording

A shareable asset for stakeholders and leadership.

What Success Looks Like

In just five days, you’ll have more than a prototype—you’ll have momentum.

Stakeholder buy-in

A working, shareable demo that aligns stakeholders and rallies support.

Feasibility clarity

A clear picture of architecture, scope, and effort needed to make it production-ready.

Team alignment

Product, tech, and business on the same page, anchored by something real.

A trusted path forward

A production-ready plan and a team to make it happen.

Data-driven decisions

Confidence to invest—or pivot—based on hard signals, not hypotheticals.

WHY KMS

What Sets Us Apart?

You don’t need another vendor. You need a partner who can deliver real results—fast.

AI Built into our DNA

AI isn’t new to us. From GenAI features to agentic workflows, we embed intelligence across the stack—faster, smarter, and with purpose. It’s our native mode.

From Prototype to Production

We don’t stop at the demo. We help you take it live, scale it, and embed AI as a core advantage in your business.

No Red Tape

Prototypes are built in a KMS-hosted sandbox with stubbed data—so you don’t wait weeks for security approvals.

Product-Native Engineering

We think like product builders, not just coders—balancing UX, technical feasibility, and business value from day one.

Proven in Complex Environments

We’ve built AI prototypes and platforms in healthtech, fintech, SaaS, and more—where precision, compliance, and real-world outcomes matter.

Speed + Rigor

In just five days, we define, architect, and build a working solution—complete with documentation and a roadmap to production.

Ready to move fast?

Don’t let your top use case stall in decks. In five days, we’ll turn it into a real, shareable prototype your team can build on.

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