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Engineers who move ROI — not burn tokens

Senior architects embedded in your team to solve complex enterprise legacy problems with AI. Years of high-scale systems depth, pointed at outcomes you can measure.

Most AI spend burns budget, not blockers

The gap is rarely the model. It's the messy, high-stakes legacy systems the model has to work inside.

What usually happens

  • A slick POC that stalls before production
  • Token and compute bills with no ROI attached
  • Vendors who never learn your real constraints
  • Knowledge that walks out when the contract ends

With an Avyxon FDE

  • A senior architect owns a real business metric
  • Ships to production inside your legacy estate
  • Deep experience with high-scale, distributed systems
  • Transfers knowledge to your team as they go

Not a contractor. An owner.

A Forward Deployed Engineer embeds with your team, learns your systems, and is accountable for an outcome — not a ticket queue.

  • Embeds in your team — works alongside your people, in your tools.
  • Learns your legacy stack — SAP, Oracle, custom ERPs, and the constraints around them.
  • Owns a business metric — measured on ROI, not activity.

Architecture experience, applied

legacy ERP integration distributed systems agentic orchestration high-scale infra observability data pipelines

From audit to measured ROI

01

Discovery & audit

We map the problem, the legacy terrain, and the metric that matters.

02

Embed the FDE

A senior engineer joins your team and gets deep on your systems.

03

Ship to production

Real systems, deployed in your cloud, integrated with legacy.

04

Measure ROI

Outcomes tracked against the business metric — not token spend.

Outcomes we've actually shipped

83%
manual ops effort removed in month one (logistics enterprise, anonymized)
10k+
centers run on a single multi-tenant platform we built and maintain
4mo→2wk
delivery time vs the client's previous vendor

FDE, answered

A contractor delivers tasks. An FDE owns an outcome — a senior architect accountable for a business metric, who transfers knowledge to your team rather than creating dependency.
Yes. FDEs can act as fractional CTOs or embedded senior engineers, setting technical direction and building alongside your team.
That's the core of it. We have deep experience with SAP, Oracle, Salesforce, and custom ERPs — reading and writing to legacy systems without ripping them out.
Yes. Post-launch you can retain the FDE for continuous delivery, SLA-backed support, and 24/7 monitoring with self-healing agents.

Put a senior architect on the problem

Tell us the metric that matters. We'll tell you how an FDE moves it.

Deploy an FDE