Put AI workers to work
Start with a proven role or a clearly bounded custom workflow.
Forward Deployment Services
Strategy that becomes a working AI workforce.
Senior partners decide where intelligence belongs. An embedded Forward Deployed Engineer builds it inside your real operation, proves it in production, and stays accountable as the workforce expands.
- FDS
- The service and operating model a customer buys.
- FDE
- The embedded engineer who makes it work and owns the result.
The vision
When intelligence becomes widely available, deployment becomes the advantage.
The hard part is no longer accessing a model. It is deciding where intelligence belongs, connecting it to a company's specific reality, and owning what happens when the system meets production.
AI Xccelerate brings the embedded-engineer model to B2B teams, then changes the deliverable: instead of custom code and a runbook, the customer gets a governed AI workforce that keeps working.
Connect the business
Give workers governed access to knowledge, systems, memory, and data.
Redesign how work happens
Expand as production evidence proves where the next worker belongs.
Customer-facing service definition
Forward Deployment Services make AI work inside your business—and keep it working.
FDS combines senior operating judgment with an embedded engineer who learns how work really happens, stands up AI workers inside your existing systems, and remains accountable for measurable outcomes in production.
Discover the real operation
Map the workflow, exceptions, economics, and controls with the people who do the work.
Build inside what exists
Connect workers to the customer's current systems instead of forcing a platform migration.
Own production outcomes
Monitor quality, activity, cost, and business results after the deployment goes live.
How the engagement moves
Five equal stages. One continuous line of accountability.
- 01
Discover
Map the real workflow, exceptions, systems, and outcomes.
- 02
Design
Decide where intelligence belongs and where people stay in control.
- 03
Build
Connect workers to the knowledge, tools, data, and guardrails they need.
- 04
Deploy
Move from shadow mode into production with evidence and oversight.
- 05
Scale
Expand only what proves reliable, valuable, and ready.
The ideal FDE
The best of both sides—not the average of both.
The test
Can you build the system, explain the decision to an engineer, explain the outcome to a VP, and stay accountable when the happy path breaks?
Builder
Strong foundations in Python or TypeScript, APIs, data, LLM systems, evaluations, and observability.
Translator
Pulls the real workflow out of people and communicates architecture and ROI in the same afternoon.
Owner
Ships into production, handles exceptions, and measures the business result—not the effort.
Dedicated job description
Forward Deployed Engineer
Read the complete role, expectations, qualifications, first 30 days, and working model—then apply in one place.