Expertise,
applied.

Five engineering disciplines, one way of working. We build from a written spec with AI at every step, across strategy, modernisation, cloud, data and AI products.

Advisory & Consulting.

Assess the system. Weigh the tradeoffs. Find where AI and engineering effort will pay off.

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StrategyArchitecturePriority gapCostDataPriority gapPeopleSecurityCurrentTargetPriority gap
StrategyArchitecturePriority gapCostDataPriority gapPeopleSecurityCurrentTargetPriority gap
Current state, target direction and opportunities. An illustrative framework, not client scores.

Application Modernization.

Modernise in manageable steps. AI maps the legacy code, and existing behaviour stays intact.

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1LegacyOne coupled stack2TransitionOld and new side by side3ModernIndependent, replaceable partsExperienceLogicDataRouting boundaryExistingNewData compatibilityExperienceServiceServiceServiceData platformPreserve behaviour. Move one responsibility at a time.
1LegacyOne coupled stackExperienceLogicData2TransitionOld and new side by sideRouting boundaryExistingNewData compatibility3ModernIndependent, replaceable partsExperienceServiceServiceServiceData platformPreserve behaviour.Move one responsibility at a time.
Illustrative architecture transition.
Traffic & routingAvailability zone AAPIsWorkersEventsAvailability zone BAPIsWorkersEventsDelivery & observabilityComputeStorageNetwork
Traffic & routingZone AAPIsWorkersEventsZone BAPIsWorkersEventsDelivery & observabilityComputeStorageNetwork

Cloud Native Engineering.

Applications, delivery and infrastructure designed as one platform and built against a written spec.

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Data Engineering.

Bring sources together. Build in quality. Make data ready to use.

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1Ingest2Transform3Store4AccessAppsEventsFilesTransformClean, join, modelQuality checksCorrect & replayPassTrusted dataAnalyticsProducts
1IngestAppsEventsFiles2TransformTransformClean, join, modelQuality checksCorrect & replayPass3StoreTrusted data4AccessAnalyticsProducts

AI Product Engineering.

Connect models to real product tasks, with relevant context and evaluation.

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Product taskGroundingProduct workflowModelCandidatesEvaluateHuman reviewProduct valueFeedback
Product taskGroundingProduct workflowModelCandidatesEvaluateHuman reviewProduct valueFeedback
Context informs the model. Evaluation informs the decision.

One practice behind
all five disciplines.

See how we build