Project Delivery • Change Consultancies • Agile Consultants

Clients Don’t Want Documents.
They Want Progress.

What’s better than writing copious Requirements documents? Interactive runnable software.

Our AI-driven technology creates fully Interactive Application Prototypes from requirements in Natural Language – in blistering pace.

Faster than writing documents, quicker than drawing diagrams. Watch the 1 minute video to see how.

“Wow! This changes…. everything! Very clever.”
Agile Delivery Lead/Manager, UK

Understanding Is The First Challenge.

Lost in Translation

Business Leaders describe goals in natural language, but Development Teams need technical clarity. The gap between vision and implementation causes misunderstandings, rework, and wasted effort.

Static diagrams and requirements documents rarely capture the true intent behind the idea, leading to missed opportunities.

Inefficient Designs & Plans

Writing lengthy specifications, creating UI wireframes, and documenting workflows takes weeks, only for requirements to change halfway through.

By the time the team starts building, new information comes to light, and you’re stuck revising static documents instead of making progress.

Diagrams Don’t Reflect Reality

Flowcharts and wireframes might look impressive, but they can’t show how a system behaves. As edge cases & complex logic increases, diagrams get confusing.

Teams waste time debating abstract concepts, when they could be exploring an interactive version that reveals real-world limitations and improvements.

Late Discoveries = High Costs

The longer it takes to validate an idea, the more expensive mistakes become. Flawed assumptions are often discovered too late — after code is written and deployed.

Rewriting functionality or pivoting the design burns budgets, frustrates stakeholders, and delays delivery.

From Natural Language to Interactive Prototypes

Our AI-driven approach converts crisp, accurate descriptions into Interactive Software Prototypes – in hours, not weeks.

Interactive prototypes that enable teams to visualise concepts.
Without lengthy requirements documents.
And without static UI sketches.

Case Study: Rapid Prototyping In Formula 1

Stop Documenting Ideas. Start Running Them.

Validate Ideas Faster

Stop wasting weeks on specs and diagrams.
Our AI-powered technology turns your natural language ideas iinto interactive, working prototypes in a fraction of the time.
Get a tangible, testable version of your concept before writing a single line of production code.

Close the Business > Developer Gap

Everyone, from Stakeholders to Developers, can explore and interact with the prototype. No more back-and-forth over misunderstood requirements.
Your team gets a shared, working model of the idea, making collaboration faster, clearer, and more aligned.

Explore, Test, Refine

Static diagrams can’t simulate behavior – but your interactive prototype can. Explore real-world edge cases, complex logic, and alternative paths with minimal code. See what works, discard what doesn’t, and refine your solution in real time.

Reduce Costly Rework

Catch flawed assumptions early and before development starts. By testing and validating the business logic upfront, you avoid expensive rework and delays. Confidently move from prototype to production with a clear, proven understanding of how the system needs to behave.

Read Our Case Studies

Our Approach vs. Traditional Approach

Feature/Aspect	UI Wireframing Tools (e.g. Figma, Balsamiq)	Custom Developed Prototypes	Our “AI-Driven” Approach
Design Time	✔️ Fast. but UI-only, no logic or data	✔️ Moderate: UI plus basic interactions.	⭐ Faster overall: generates working prototypes from Business Domain models
Overall Dev Time	❌ Long: requires rebuilding for Production	❌ Long: manual backend integration still needed	⭐ Shorter: Business Domain models aligns with production architecture from day one
Client Confidence	❌ Low: Stakeholders approve visuals, but logic isn’t validated	✔️ Medium: Semi-interactive, but still disconnected from real processes	⭐ High: Demonstrate working logic to stakeholders, making approvals faster and clearer
Fidelity	❌ Low. Static visuals only.	✔️ Medium: clickable, but still mock behaviour	⭐ High: interactive, reflects real business rules and workflows
Custom Design UIs	⭐ Yes: UIs are only limited by imagination	⭐ Yes: UIs are only limited by imagination	❌ Low: UIs are automatically generated, limited customisation
Pros	⭐ Quick UI drafts ⭐ Easy to visualise	⭐ Interactive demos ✔️ Better than static wireframes	⭐ Business-first models ⭐ Adaptable to change ⭐ High-value artefacts
Cons	❌ UI leads architecture, causing design drift ❌ Stakeholders focus on appearance, not function	❌ Slower to build ❌ Needs Developer expertise	❌ Not DIY friendly ❌ Requires *Domain Driven Design* expertise (but we provide this)

“…During our recent collaboration Envivo has been able to create a very good relationship with the main users, understanding their requirements and embracing our project with enthusiasm … crucial for the success of the project that we are involved … I would like to recommend Envivo, for the ability to create a very positive relationship with the customers.”

Head of Vehicle PerformanceF-class motorsport team, Oxfordshire, UK

“…It has been a great pleasure and a huge benefit to have Envivo on-board … toward the goal of delivering robust and accurate real-time applications to the demanding world of [F-class] performance. Awesome!”

Enterprise ArchitectF-class motorsport team, Oxfordshire, UK

“…The project Envivo helped to design and implement has been very successful. Oxford Economics has a platform which will continue to show high returns for many years to come. I have no hesitation recommending Envivo…”

Arvindra S, CIOGlobal Economic Forecasting company, Oxfordshire

What Our Clients Say

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