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AI development cluster

AI Integration

Most buyers already have an app. AppsAura integrates AI as a bounded service: a score on JobForge, a try-on step on Try Ware, a summary on an admin console. We start from your auth, your data store and your release process — then we add a feature flag.

India-based global teamStartups, SMBs and enterprises worldwide
Architecture-firstBuilt to scale cleanly
Transparent deliveryMilestones you can track
Confidential intakeNo obligation consultation

Service overview

Integration is API design, identity, and observability. We avoid dropping a vendor SDK into every screen. The Flutter or React app calls your backend; your backend calls the model. That is how you keep keys off devices and how you swap providers later.

Problems we solve

  • API keys in the mobile binary.
  • AI that cannot share the user’s session or tenant.
  • A second login for the ‘AI portal’.
  • No flag, so a bad model day takes down checkout.

What we build

  • Backend-mediated model calls
  • Feature flags and percentage rollouts
  • Tenant-aware context
  • Shared logging with the rest of the product
  • Contract tests around the AI service
  • Documentation for the team that will own it

Benefits

  • AI that looks like part of your product.
  • A rollback that does not need an app-store emergency.

Use cases

  • Add a score or explanation to an existing list screen.
  • Add try-on to an existing catalogue.
  • Add grounded help to an existing SaaS admin.

Technologies

Node.jsPythonFlutterReactAWS

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