AI PoC & MVP
AI Proof of Concept & MVP Development
Prove your AI idea works before you invest heavily: a working prototype on your real data, measured against agreed success criteria.
- Working prototype, fast
- Tested on your data
- Clear go / no-go decision
What we offer
AI PoC & MVP services
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Success Criteria
We agree what "working" means before we build.
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Rapid Prototype
A usable prototype your team can try.
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Evaluation
Accuracy, speed and cost measured.
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Production Path
Architecture and plan to scale what works.
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AI MVP
A first product release with AI at its core.
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Risk Review
Privacy, security and failure modes assessed.
How we deliver AI
From idea to production AI
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Use-case discovery
We map where AI saves time or earns revenue, and agree how success is measured.
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Data readiness
We review your data sources, access rules and privacy requirements.
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Proof of concept
A working prototype on your real data, tested by your team.
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Evaluation
Quality, safety and cost are measured against an agreed test set.
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Production rollout
Secure integration with your apps, logins and workflows, with monitoring.
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Improve & scale
Feedback loops, new use cases and cost optimisation as usage grows.
Related
Related services
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AI Consulting & Strategy
Find where AI pays off, then plan it.
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AI Integration Services
Plug AI into your apps, CRM and ERP.
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AI Workflow Automation
Automate repetitive work end to end.
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Data Engineering & Analytics
Clean data pipelines that AI can trust.
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Copilot for Dynamics 365
AI inside your Microsoft business apps.
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Client reviews
What clients say about working with us
Verified reviews from founders and CTOs on Clutch.
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Custom Software Development
Web-Based Coupon App Development
The work produced by the team was of exceptional quality.
Jon Thies
CTO, Model Rocket Feb 2022 – Mar 2023
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Custom Software Development
Mobile & Web Platform Development & Design
Silver Scintilla was responsive, respectful, and enjoyable to work with, quickly addressing any questions or requests.
DeShawn Brown
CEO & Founder, Lithios Jun 2021 – Nov 2022
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Custom Software Development
Web-Based HRM System Development
Silver Scintilla provided the best solution with scalable functionality, personalized features, and robust security.
Suheb Khan
Director, Collaborative Insight Technologies Jul 2020 – Jun 2022
FAQ
AI PoC & MVP: frequently asked questions
Straight answers to what clients ask us most.
Need advice for your project?
Every product is different. Talk to a senior engineer about your tech stack, timeline and team, and get honest advice on your next step.
Talk to an ExpertWhat is an AI proof of concept?
A small, focused project that tests whether an AI approach works on your data and delivers value, before a full build.
How long does an AI PoC take?
Typically a few weeks, depending on data access and scope.
What if the PoC does not work?
You learn quickly and cheaply, with clear reasons and alternatives.
Can the PoC become the product?
Parts of it can. We plan the PoC so successful pieces carry into the MVP.
Free discovery call
Have an idea? Let's turn it into AI-powered software.
Book a free discovery call with our experts. Share your idea and we will help you shape the scope, timeline and budget, under NDA.
- Free consultation
- NDA before we talk
- Transparent estimate