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AI Engineering

Automations, agents, AI integrations, and application modernization.

Production-ready AI delivery: prototypes to production, features for websites and e-commerce, and rescue of unstable AI-generated builds.

10+ years on real projects
100% production focus
24h to start assessment

What you get with Deuxys

A complete production-readiness layer for AI-assisted work and embedded features — integrated into how your team delivers.

  • Prototype audit and production completion
  • Translation of AI output into the required production stack
  • AI feature implementation on existing websites and e-commerce
  • AI build rescue, stabilization, and rebuild
  • Testing, release hardening, deployment prep, and handoff documentation

Challenges we solve

For prototypes, features, and AI builds when stronger production control is needed before launch.

  1. Production-ready from AI prototypes

    We translate prototypes and generated output into the stack, architecture, and standards your project requires.

  2. Client-ready AI features

    Practical capabilities on live sites and storefronts — without a massive custom AI program.

  3. Stable AI builds for launch

    Rescue, refactoring, or completion of fragile code from tools like Cursor, v0, Bolt, or Lovable.

  4. Launch on schedule

    Clear scope, defined milestones, and fewer late-stage surprises.

  5. Refactor vs. rebuild with intent

    Decisions focused on production blockers to control timeline and cost.

How we deliver this service

Structured capabilities and predictable execution — as an extension of your team.

AI website prototype to production

Turn output from Lovable, Bolt, Cursor, v0, Replit, or similar into a launch-ready build in your required stack.

  • Production-readiness audit
  • Prototype-to-stack translation
  • Front-end implementation or rebuild
  • CMS and back-end completion
  • QA, performance, and launch prep

Embedded AI for websites & e-commerce

Chatbots, semantic search, assistants, and discovery layers integrated into what is already live.

  • Chatbot and knowledge assistant
  • Semantic search and product discovery
  • CMS, catalog, and CRM integration
  • Front-end UX and analytics setup

AI build rescue and rebuild

Recover unstable or incomplete projects into testable, maintainable, handoff-ready code.

  • Code and architecture audit
  • Refactoring and security hardening
  • Partial or full rebuild when needed
  • Documentation and handoff recovery

How we work

Every engagement aligns with your process: clear assessment, scoped delivery, and accountable handoff.

  1. Briefing & discovery

    We audit your prototype, AI output, or existing build and map production gaps and success criteria.

  2. Scope & delivery plan

    Stack validation, salvage vs. rebuild path, and clear deliverables with inclusions and exclusions.

  3. Implementation on your stack

    Work in your repo and tools with integration and QA aligned to scope.

  4. QA & hardening

    Critical flows, security, performance, and failure scenarios before go-live.

  5. Launch preparation

    Deployment, checklists, and initial monitoring to reduce ship-time risk.

  6. Documentation & handoff

    Sustainable delivery so your team or the end client can keep evolving with predictability.

Let's understand your operation

Tell us about your scenario. We assess scope, challenges, and the best way to integrate Deuxys into your workflow.