• Fintech
  • Healthcare
  • Retail & E-commerce
  • Mobility & Logistics

AI development that earns its place in your product

Assistants, smart search, document automation and internal copilots, built into the apps and platforms we deliver, with the guardrails and monitoring production needs.

300+
Clients served since 2014
100+
Engineers, designers & specialists
2014
Building software since

High-performing and custom-built AI Development services

  • Collaborative process

    Weekly demos, a shared board and a named lead, so you always know what's done and what's next.

  • Security by default

    Least-privilege access, secrets out of the code and dependency scanning in every pipeline.

  • Quality engineering

    Code review, automated tests and real-device QA before anything reaches your users.

  • Predictable delivery

    Two-week sprints with a working build at the end of each, priced and planned up front.

Process

From idea to AI in production

Small, measurable steps, so you see value before committing to a bigger build.

  1. 01

    Use-case workshop

    We find where AI pays off, what it will cost to run, and which ideas to skip.

  2. 02

    Data & feasibility

    We check your data, privacy constraints and the models that fit.

  3. 03

    Prototype & evals

    A working prototype measured against real examples before full build.

  4. 04

    Build & integrate

    The feature built into your app or workflow, with fallbacks and human review where needed.

  5. 05

    Monitor & improve

    Quality, latency and cost tracked in production and tuned over time.

It starts with a free 30-minute call.

Get a free estimate

Where we add AI

We start with the job to be done, then pick the smallest model and pipeline that does it reliably.

  • In-app assistants

    Chat and voice assistants inside your Flutter or web app that answer from your data and hand over to a human when needed.

  • Semantic search & RAG

    Search that understands meaning, grounded in your documents with sources on every answer.

  • Document & workflow automation

    Extraction, classification and routing for invoices, forms and requests, wired into the systems you already use.

  • Internal copilots

    Assistants trained on your docs, tickets and data that help your team find answers and draft work faster.

  • Recommendations & vision

    Personalisation, image recognition and on-device ML where it improves the product, not just the pitch deck.

  • Guardrails & evaluation

    Evals, cost controls, privacy reviews and monitoring, so quality and spend stay predictable after launch.

What will you get from working with us

Long-term, personalised development with a modern stack, responsive interfaces and security built in.

  • Expertise & experience

    Engineers who ship AI features into real apps, with evaluations, guardrails and cost controls from day one.

    • Applied AI engineers
    • Model-agnostic approach
    • Evaluation & testing
    • Process transparency
  • Support & security

    We prioritise security and support for a seamless user experience, with robust practices, continuous monitoring and a dedicated team.

    • Monitoring & evals
    • Data privacy
    • Integration services
    • Cost control
They worked with a structured delivery plan and were responsive throughout the process.
Trac StephensonClient

Experienced experts for your AI Development

Check the success stories of our clients below.

Our capabilities in AI Development

From the first screen to the systems behind it, our team covers what your product needs.

In your product

  • Chat assistants
  • Semantic search
  • Recommendations
  • Image recognition
  • Voice features
  • On-device ML

In your operations

  • Document extraction
  • Request routing
  • Workflow automation
  • Email & ticket triage
  • Data enrichment
  • Reporting

In your team's hands

  • Internal copilots
  • Knowledge bases (RAG)
  • Code assistants
  • Meeting summaries
  • Sales assistants
  • Training & rollout

You hire professionals with the right experience

  • Claude
  • OpenAI
  • Gemini
  • Llama
  • LangChain
  • pgvector
  • Pinecone
  • Python
  • TensorFlow Lite
  • Firebase ML
  • Vertex AI
  • AWS Bedrock

FAQ on AI Development

Is our data safe when you build AI features?

We use providers that don't train on your data, keep sensitive data in your cloud where needed, and run open models on your own infrastructure when privacy rules require it.

How much does it cost to run AI features?

It depends on usage and model choice. We estimate running cost during the prototype, then use caching, smaller models and limits to keep the monthly bill predictable.

How much does a Flutter app cost?

It depends on screens, integrations and back-end work; dedicated developers are billed monthly. After a 30-minute call we send a written, fixed-scope estimate with every assumption spelled out, so you can compare it line by line.

How long does a first release take?

Weeks rather than months once discovery is done. We scope the first release into two-week sprints and write the assumptions down, so the timeline you sign off is the one we plan against. Larger products ship in phases, with a usable build at every step.

Why Flutter instead of two native apps?

One Flutter codebase reaches iOS, Android, web and desktop, so you fund one team, one backlog and one QA cycle. Native still wins for heavy on-device compute, deep OS integration or AR-first products, and if that's you, we'll say so.

What happens after launch?

OS and Flutter upgrades, performance work, monitoring and new features, either through a retained team or a fixed number of days per month.

Can you take over our existing app or work with our team?

Yes: React Native or legacy native migrations, Flutter code audits, and engineers embedded in your team.

Get started

Let's build your ai

Tell us what you're building. We'll come back with questions and a clear, fixed-scope estimate.

Write to us

hello@vdigit.biz

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