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INNOVIFY AI LABS

Test AI ideas fast.
Fund the ones that work.

An on-demand PoC team for enterprise innovation managers. We turn your shortlist of AI ideas into working proofs of concept, test them with real users, and give you the evidence to build a business case — no internal delivery team needed.
Book a PoC scoping call
120+ Products Launched
15+ Years Experience
What You Can Test

AI ideas we can prototype for you

Bring us your idea backlog. These are the kinds of AI initiatives innovation teams most often test with us.
Revenue Uplifts
AI models that optimise pricing, recommendations, and demand signals to lift revenue.
Cost Optimisations
Intelligent automation that reduces effort, overhead, and inefficiency.
Agentic Workflows
AI agents that reason, act, and coordinate across workflows.
Virtual Agents
Reliable virtual agents for support, operations, and internal assistance.
User Level Personalisation
Real time personalisation that adapts to behaviour, context, and intent.
Business Intelligence
Predictive analytics that convert data into accurate, actionable insight.
Our Approach

From idea backlog to funded AI initiative

A structured way to test several AI ideas side by side and take only the proven ones forward.
01
Shortlist and score
We work with you to pick the AI ideas worth testing and agree how success will be measured.
02
Prototype fast
We build lightweight, working proofs of concept for each idea, in parallel where it makes sense.
03
Test with real users
We put the prototypes in front of real users or data and capture the results.
04
Build the business case
You get a side-by-side comparison and the evidence you need to secure funding.

Not sure which ideas to test first?

Try our simple AI Readiness Checker to receive a personalised assessment of your organisationa and identify the best start of your AI Transformation journey.
Check Your AI Readiness Score
Why Innovify

Why To Choose Innovify for AI

Innovify AI Labs combines engineering discipline with production-grade AI delivery, accelerating deployment, reducing model risk, and ensuring reliable, scalable system performance.
User-Focused and Product-Led
Every AI system is built around real users and workflows, ensuring usability, performance, and adoption.
Full-Service and End-to-End
From strategy and model design to deployment, MLOps and optimisation, Innovify supports the complete AI lifecycle under one unified engagement.
Close Collaboration and True Partnership
Innovify works as an extension of internal teams, ensuring transparency, ownership, and accountability.
Measurable Outcomes and Proven ROI
AI initiatives are tied to clear success metrics. Innovify focuses on revenue impact, efficiency gains and risk reduction, not just technical delivery.

Got a backlog of AI ideas?

Tell us which ideas you want to test. We'll suggest how to prototype and compare them.
Connect with Innovify AI Lab
Testimonials

Proven Success Building AI & ML Native Products

Innovify delivers compliance-ready enterpise platforms and intelligent AI native products designed to scale your business with confidence.
In a highly contested market, which had many products competing on the strengths of features and capabilities, Innovify helped the client bring a unique solution which focuses on making.
Michelle Pilcher
Product Manager, Showcaser, SThree PLC
Teaglo is set to become the first social network for teachers, connecting educators and schools. We chose Innovify for their experience with similar platforms, and with regular weekly meetings, partnering with them was an easy decision
Daryll Middleton
Founder, Teaglo Limited
We needed three distinct products combined on one platform, which was challenging. Innovify understood our vision and delivered seamlessly, taking care of everything, we needed.
Hannah Sharman-Cox
Founder & Managing Director DrinkUp.London
Innovify have shown to be an extremely competent and supportive development partner. They have brought industry best-practice knowledge in building software and quickly understood our business and customer requirements to build a high-quality product that has exceeded expectations.
Jodie Williams
Project Manager - Partner Enablement at Arm
Blogs & Insights

Insights on AI's Business Impact

Explore how applied AI transforms products and workflows, with insights from Innovify AI Labs across GenAI and intelligent systems.
FAQs

Clear Answers to Your AI and Machine learning Questions

Innovify AI Labs designs, builds, and operates production-grade AI systems across real-world environments, with clear answers to the technical and operational questions faced by technology leaders, product teams, and decision-makers deploying AI, GenAI, and MLOps at scale.
Need more help?
We're here to answer any questions you may have.
What is Innovify AI Labs?
Innovify AI Labs is a dedicated practice focused on designing, building and deploying production-ready AI and machine learning systems. Innovify AI Labs helps organisations move from AI ideas to reliable, scalable solutions operating in real business environments.
What types of AI solutions does Innovify AI Labs build?
Innovify AI Labs builds GenAI applications, agentic workflows, RAG systems, predictive models, personalisation engines, fraud and risk systems, digital twins and end-to-end MLOps pipelines.
How is Innovify AI Labs different from an AI consultancy or research lab?
Innovify AI Labs focuses on applied AI delivery. Unlike research labs or advisory consultancies, Innovify designs and engineers AI systems intended for production use, long-term operation and measurable business impact.
Does Innovify AI Labs build production-ready AI systems?
Yes. Innovify AI Labs specialises in building AI systems that are production-ready, including deployment, monitoring, retraining, security and performance optimisation through robust MLOps practices.
Can Innovify AI Labs help validate AI use cases before full deployment?
Yes. Innovify AI Labs helps organisations define AI opportunities, validate use cases and test feasibility through structured experimentation before scaling solutions into production systems.
Does Innovify AI Labs work with GenAI and large language models?
Yes. Innovify AI Labs designs and deploys GenAI solutions including LLM applications, RAG pipelines, copilots, virtual agents and domain-specific AI systems.
How does Innovify AI Labs handle MLOps and model lifecycle management?
Innovify AI Labs implements full MLOps pipelines covering model training, deployment, monitoring, retraining, versioning and governance to ensure AI systems remain reliable over time.
Is Innovify AI Labs suitable for regulated or data-sensitive industries?
Yes. Innovify AI Labs has experience delivering AI systems in regulated and high-risk environments, including fintech, payments, fraud, risk and compliance-driven domains.
Does Innovify AI Labs support AI systems after deployment?
Yes. Innovify AI Labs continues to support AI systems post-deployment through monitoring, optimisation, retraining and platform evolution as data, usage and scale change.
Who should work with Innovify AI Labs?
Innovation and transformation leaders who have more AI ideas than delivery capacity. We help you test the most promising ideas quickly, compare the results and take only the proven ones forward.
How do organisations typically start working with Innovify AI Labs?
Engagements usually begin with a discovery and use-case definition phase, followed by validation, system design and production deployment based on business goals.
What is an AI proof of concept?
A small, working version of an AI idea, built to test whether it works with real users or data before you invest in a full build.
Can you test several AI ideas at the same time?
Yes. We can prototype a shortlist of ideas side by side so you can compare them on the same success measures.
We don't have an internal team. Can you run the whole PoC?
Yes. Innovify AI Labs acts as your on-demand team, from scoping and design to build, testing and reporting.
What do we get at the end of a PoC?
Working prototypes, test results against the agreed success measures, and the evidence you need for a business case.
How do I know if an AI development partner is AI-native or only AI-assisted?
An AI-native partner designs products around AI from the architecture up — data pipelines, model governance, guardrails and human-in-the-loop controls — rather than adding AI features to an existing build. Innovify embeds these from discovery through deployment, with audit trails and compliance built in.
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With Applied AI

Innovify AI Labs builds production ready AI with teams, turning the right use cases into measurable business impact.

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