AI Pilot to Production

Your AI pilot impressed everyone. Then it stalled. We take it live in 6–8 weeks — fixed price, acceptance criteria signed upfront. And we won’t destroy your Lovable, Bolt or v0 prototype: we build a secure, production-grade app out of it.

Fact: ~95% of enterprise AI pilots never reach production. Shipping that last mile is the whole service.

The pilot works. Production never comes.

  • The demo wowed the board — months ago.
  • Built with Lovable, Bolt, v0 or Cursor — running on one engineer’s laptop.
  • Security hasn’t signed off. Legal hasn’t either.
  • Nobody knows what it will cost at real usage.
  • The team that built it has moved on.

We’ve walked into this exact situation dozens of times. Around 95% of enterprise AI pilots never reach production — not because the model is weak, but because the last mile is real engineering. That last mile is our job.

What you get: a live system, not a longer pilot

Pilot-to-Production is a fixed engagement: 6–8 weeks, fixed price, acceptance criteria signed before we start. You don’t buy our time. You buy your pilot running in production. And we won’t destroy your prototype — we build a secure, production-grade app out of what you’ve already proven.

  • Security, auth, and compliance your IT department will actually approve
  • Cost and latency budgets enforced, not estimated
  • Guardrails and evaluation for model output quality
  • CI/CD, monitoring, and rollback from day one
  • Full handover: docs, runbooks, your team trained

Why pilots get stuck — and why we don’t

The model was never the problem. Production is a different discipline: real data instead of curated samples, real users instead of a friendly demo audience, real integrations with systems that predate the cloud. Most pilots die in that gap. We build there.

  • Data pipelines that survive messy, live data
  • Integration with legacy systems and internal APIs
  • Hallucination and quality guardrails tested against real cases
  • Cost control at production scale — no surprise invoices

Six to eight weeks, demo every Friday

Week 1 is an audit: we map the gap between your pilot and production and sign acceptance criteria. Then the factory takes over — senior engineers supported by AI workflows, so you pay for 8*5 hours and get 24*7 development. Every Friday you see working software, not a status report.

  • Week 1: gap audit, architecture, signed acceptance criteria
  • Weeks 2–5: hardening, integrations, guardrails
  • Weeks 6–8: production launch, monitoring, handover
  • Weekly demos throughout — you always know where it stands

Fixed price. Our risk, not yours.

Hourly vendors profit when projects drag. We sign acceptance criteria — dragging costs us, not you. Only a team confident in its delivery system can price an outcome, and that confidence comes from measured delivery data, not optimism.

  • One price, agreed before work starts
  • Acceptance criteria define “done” — no scope drift
  • Paid milestones, not open-ended invoices
  • Not accepted yet? We keep working — at our cost

Rigor you can show your CTO

We are not a prototype shop. FusionWorks is an ISO 9001 and ISO 27001 certified engineering partner (TÜV Austria), trusted by customers with €1bln annual turnover.

  • 74% of customers come by referral
  • ISO 9001 quality + ISO 27001 security — certified by TÜV Austria
  • Building production systems since 2011

Ship the pilot you couldn’t