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Case study

Agent orchestration

An AI agent squadships a cross-platformloyalty SDK

ARTiXANT ran an orchestrated squad of specialist AI agents to turn a European loyalty platform's designs and requirements into a working mobile SDK — architected, built, integrated into native host apps, and independently tested.

Client
European loyalty platform
Surface
Flutter · Android · iOS
Model
Orchestrated agent squad
Status
Live

The squad

05

The squad worked as a software delivery team rather than as a single general-purpose assistant. Every part of delivery had one owner.

  • 01ArchitectMapped requirements, API boundaries and the SDK contract.
  • 02UIBuilt the white-label loyalty experience and the merchant cards.
  • 03FlutterImplemented the SDK, mock data, navigation and the native bridge.
  • 04NativeIntegrated the module into the Android and iOS host apps.
  • 05QATested the result independently, reported defects and verified the fixes.

Orchestration

02

The orchestrator controlled task ownership, dependencies and handoffs. QA reported to the orchestrator, never to the agent whose work it was judging.

  • Handoff01 → 05
  • Defect routed back05 → 01
ORCHESTRATORARCHITECTUIFLUTTERNATIVEQADEFECT
The ARTiXANT multi-agent delivery control dashboard for the Flutter loyalty SDK, beside the Android loyalty card screen it produced. The orchestration graph shows HERMES as orchestrator with the architect, UI and native specialists all complete at 100 per cent, above three passed gates: sources and contracts, core demo, and QA and handoff. The card screen carries a demo QR code marked DEMO ONLY, NOT REDEEMABLE.
Delivery control · five specialists, three gates, every stage ownedCaptured from the demo build. The demo labelling is in the product, not added here.

Independent QA

03

When QA found problems, the orchestrator routed each one back to the agent that owned it and triggered a new test cycle. Three of the defects it caught:

  • DEF-01

    Merchant branding rendered incorrectly

    Returned toUI

  • DEF-02

    QR code left exposed while the app was backgrounded

    Returned toFlutter

  • DEF-03

    Lifecycle failures in the iOS host app

    Returned toNative

Reported · routed · fixed · re-tested

Result

07

Passing Flutter tests
23
Specialist agents
05
Native platforms
02

The squad delivered:

  • 01A reusable Flutter loyalty module
  • 02Native Android and iOS integration
  • 03Runtime JSON branding for different banks
  • 04Merchant-specific cards and generated demo QR codes
  • 0523 passing Flutter tests
  • 06Verified Android and iOS Simulator flows
  • 07Integration documentation for existing native apps

Why it matters

03

Every part of deliveryhas an owner

  1. 01

    Agents work in parallel, but still follow dependencies and exchange structured handoffs.

  2. 02

    Independent QA judges the output, so no agent signs off on its own work.

  3. 03

    The trail stays legible — which agent owned what, what came back, and what was re-tested.

ARTiXANT combines this delivery model with human review to build and validate software faster, without hiding unresolved risk.

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