Think · Technical discovery and architecture

You know something is wrong under the hood. You can't see it clearly enough to decide.

Years of undocumented legacy systems, hidden dependencies, hundreds of repositories, and the critical knowledge held by three long-serving people. Most modernisation programmes spend months working out what exists.

Using agentic discovery, we turn complex technology estates into a living map with actionable intelligence in weeks, and a target architecture and plan you can take to the board.

  • 350+ servers mapped and migrated at StepChange, after a Well-Architected baseline across the whole estate
  • $12M flagship product at OAG assessed, rebuilt and re-pointed at product-led value streams
  • 7 accelerators built in-house, with Atlas and Compass purpose-built for exactly this problem

THE PROBLEM

Nobody can draw the whole system on a whiteboard any more.

This is not a failure of your team. It is what years of successful growth does to an estate. When your technology estate is a black box, every investment decision carries unnecessary cost, complexity and risk.

  • Modernisation keeps being deferred because nobody can size it

    Every attempt to plan the programme stalls at discovery. The estimates swing by a factor of three, so the board defers, and the estate gets another year older.

  • Knowledge lives in people, not systems

    The documentation wasn't updated because everyone was busy. Three or four long-serving team members know how it really works. They are the single point of failure for the whole business, and they know it.

  • Every change carries risk nobody can quantify

    Dependencies are undocumented, so a small change in one place breaks something in another. Teams compensate by slowing down, and delivery grinds.

  • The AI ambition has nowhere to land

    The board wants AI in the product and the operation. The estate was not built for it, and nobody can say with confidence what would need to change first.

THE PROCESS

Four steps from a black box to a plan you can defend

Discovery, in weeks not months, informs immediate value creation and becomes the basis for continuous, living platform intelligence.

  1. Map

    Our locally deployed AI accelerator Atlas integrates with your source repositories, database schemas, infrastructure configuration and runtime telemetry across the estate. It extracts dependency maps, API boundaries, resource usage and team ownership. Alongside, we run a Well-Architected Review against the hyperscaler frameworks and interview the people who hold the knowledge, so the map carries what the code cannot tell us.

    You hold: A living, queryable map of the estate, with risk, waste and single points of failure made visible.

  2. Design

    Our locally deployed data accelerator Compass connects the estate data to business constraints: which systems carry revenue, which carry regulatory exposure, where the cost sits. We apply domain-driven design to carve the monolith into bounded contexts and shape a North Star architecture, then sequence the modernisation using Strangler Fig patterns so nothing has to be replaced in one go.

    You hold: A target architecture, a bounded-context map and a sequenced modernisation roadmap.

  3. Build

    We prove the riskiest assumption in the plan with a working spike: a first bounded context extracted, a first service routed through an API gateway, or a first workload migrated. Enough to turn the estimate into evidence before the programme is funded.

    You hold: A proven first slice and an estimate the board can trust.

  4. Run

    The map, the architecture and the roadmap are handed over as assets you own, with your architects trained to keep Atlas and Compass current. The estate map stops being a point-in-time document and becomes the thing you plan against.

    You hold: A business case for modernisation, named owners, and a map that stays alive after we leave.

THE OUTCOME

An estate you can see, and a plan you can size

You finish with evidence rather than opinion:

  • A living map of the estate. Architecture, dependencies, data flows, resource usage and ownership, built from what is running and queryable by your own teams.
  • A target architecture. Bounded contexts, a North Star design and the migration patterns to get there safely.
  • A sequenced roadmap with a defensible estimate. What moves first, what it costs, what it de-risks, and which hyperscaler funding (such as AWS MAP) it qualifies for.
  • Risk you can name. Single points of failure, end-of-life components, security exposure and cost waste, ranked.
  • Knowledge out of heads and into systems. The folklore is captured, so the business no longer depends on three people.
A CreateFuture team gathered around a laptop, talking through what they have found

PARTNERS AND ECOSYSTEM

Vendor-neutral on cloud, so the architecture serves you

We hold the AWS Migration and Modernisation Competency and Well-Architected capability across AWS, Azure and Google Cloud, and we are a Snowflake Services Select Partner and a Databricks Silver Partner on the data side.

We recommend the platform the evidence supports, and where hyperscaler funding is available for the modernisation that follows, we help you qualify for it. As part of the Version 1 Group, larger estates can draw on the group's enterprise platform depth through the same relationship.

  • AWS Advanced Tier Services Partner

    Migration and Modernisation Competency.

    Well-Architected Reviews against the hyperscaler frameworks are the baseline every map is measured against, and the competency is what lets us qualify the modernisation that follows for AWS funding.

  • Snowflake logo

    Services Select Partner.

    Where the estate's problem is the data rather than the code, the target architecture has to account for it. Compass reads the data estate alongside the application estate.

  • Databricks Silver Partner badge

    Silver Partner.

    The second of the two data platforms we assess against, so the recommendation is made on the evidence in your estate rather than on a single vendor relationship.

Alongside them, we work across Microsoft Azure, Google Cloud and GitHub.

BUILT IN-HOUSE, PROVEN ON CLIENT WORK

The accelerators behind this service

  • Atlas

    Reads the estate

    An agentic discovery harness that profiles brownfield technology estates, mapping architecture, dependencies, resource usage and team ownership to expose risk, waste and modernisation opportunities.

    For this work: Atlas is the reason discovery takes weeks, not months. It reads the estate directly, so the map is built from runtimes and repositories rather than from interviews and out-of-date diagrams.

  • Compass

    Connects the decisions

    A queryable knowledge graph and AI reasoning layer that connects estate data, dependencies and business constraints to inform modernisation, migration and investment prioritisations and decisions.

    For this work: Compass takes what Atlas finds and connects it to cost, revenue and regulatory constraints, so modernisation decisions are made on evidence, with the trade-offs visible.

See all seven accelerators

LIVE IN BUSINESSES LIKE YOURS

Estates we have mapped, and what happened next

This is a partner who has already earned trust in the hardest environments to operate in.

James Allen

Partnerships Lead for UKI and Northern Europe, Anthropic

THE FIRST STEP

Start with a map, not a programme

A two-to-four-week Atlas discovery gives you a living map of the estate and a first view of risk and waste, as an asset you own whether or not we go any further. Most clients find the map changes the size and shape of the programme they were about to fund.