Strategy and engineering from one team, building what your business runs on.

A senior software development studio that takes a product from idea to launch, improves the processes around it, and has the data-science depth to build the AI properly.
Our story
We, Nina Baumann and Sarah Nesti, met earning our degrees in Data Science and Machine Learning at Imperial College London, and proved the partnership early by winning an international coding competition at Stanford University against teams from around the world. Since then we’ve built AI systems for organizations ranging from large industrial groups to fast-growing startups. Our edge isn’t only technical: we step into a business, understand it end to end, and own the outcome, pairing deep machine-learning expertise with the judgment of seasoned operators.
Our approach
Most teams start coding on day one and find the expensive mistakes late. We prove the risky part first, learn from real users, then build. Strategy and engineering from a single team: partners who think like managers and execute like engineers.

What we can do

We build the system that does the work, with AI where it genuinely earns its place, not bolted on for show. We size the engagement to the problem: a single model or automation at one end, a full platform your business runs on at the other.

The platform your business runs on

Full web products with a guided experience: portals, dashboards, multi-step workflows, role-based access. Built to production quality and built to stay reliable once it ships.

  • portals
  • dashboards
  • workflows
  • access control

The manual work, automated

The repetitive, error-prone steps a team does by hand, turned into reliable processes that run themselves, with monitoring so you know they are working.

  • reliable pipelines
  • monitoring

Decisions from your data

Scattered, messy data turned into the answer a decision hangs on: demand, pricing, quality, risk. A model that finds the pattern where today it is gut feel, not another dashboard nobody opens.

  • forecasting
  • pattern detection
  • reporting

Your systems, connected

The tools you already run, joined up: ERP, CRM, commerce, payment and financing partners, so work flows between them instead of being copied by hand.

  • ERP
  • CRM
  • commerce
  • payments

Documents understood, not retyped

Software that reads your documents, contracts, invoices, emails, in whatever format they arrive, pulls out what matters, and flags the uncertain ones for a person. The manual keying disappears.

  • any format
  • extraction
  • human review

Knowledge your team can find

An assistant that understands your manuals, contracts and process documents and answers in plain language, with its sources, so your team trusts the answer instead of hunting for it.

  • plain-language answers
  • cited sources

How we work

The same rigour on every project, from a small automation to a full platform. Most teams start coding on day one and find the expensive mistakes late. We prove the risky part first, get feedback early, then build the rest.

  1. 1

    Discovery

    Map the workflow, the systems it must touch, and where the real friction is. We leave with a scoped plan and the honest risks named.

  2. 2

    MVP

    Build the smallest thing that proves the hardest part works, on real data, in the real environment: a working prototype you can try, not a slide deck.

  3. 3

    Feedback

    Get it in front of the right people, whether that is your team, domain experts or first users, see where it holds up and where it breaks, and let that reshape the build while change is still cheap.

  4. 4

    Implementation

    Build the full product to production quality, integrate it with your systems, harden it, and support the launch. You are left with a polished, production-grade system your team can rely on and extend.

No wasted builds

Discovery and a real MVP catch the costly mistakes early, so your budget goes into a product that is proven to work, instead of into fixing one that shipped on assumptions.

About us

We take on the whole problem and own the outcome. We come in, work out how to solve it properly, and stay accountable for the result, from first idea to shipped, production-grade system.

Nina Baumann
Nina Baumann
Co-founder · AI & Strategy
Sarah Nesti
Sarah Nesti
Co-founder · Data Science & Machine Learning

A project we delivered

A full enterprise platform, start to finish. We built it in two phases and kept real users involved the whole way through a design-partner programme, so the direction was proven with the people who would use it, not guessed at the end.

6.5 months
idea to launch
1 platform
full journey
4 financing partners
integrated
5 design partners
as references
Phase 1 · Discovery & MVP

Ran discovery with the client’s own team and mapped the platform onto every system it had to work with.

Designed one guided journey end to end, so any user can pick up where they left off, with an AI assistant pointing them to the right next step.

Built a working version on real data to prove the hardest part before committing to the full build.

Phase 2 · Implementation

Connected the outside partners the business depends on: financing, design tools and permitting, plus the systems that run orders, inventory and sales.

Built AI that turns an incoming design into a complete, compliant bill of materials automatically, with a person checking the edge cases.

Built it to production quality and supported the launch to a committed go-live date.

Design-partner programme

Runs through both phases: real users onboarded during the build, validating the direction and arriving at launch as references.

Client kept confidential. Reference available under NDA.

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