An AI engineer, working inside your team.

Our forward-deployed AI engineers work alongside the people doing the job. We identify useful use cases, build with your data and systems, and help deploy AI into the work your team does every day.

Discuss an AI use case

Start with the work, then choose the AI.

We work with your users and engineers to understand the task before selecting a model. The engagement covers finding the use case, building the integration, and getting it into day-to-day use.

Find a task worth improving

Observe the current workflow with its users. Review the available data, the decisions involved, and the time spent. Agree on a use case and how to measure improvement.

Build where the work happens

Connect approved data and tools to the selected workflow. Test with representative examples and define which actions need a person’s approval.

Deploy with the team

Evaluate output quality, response time, reliability, and cost. Roll out with monitoring and user feedback, then document the integration and operating responsibilities.

Part of your team. Accountable for agreed work.

Your systems and delivery rhythm: Engineers work in your tools and codebase, alongside your team. We plan scope, capacity, and dependencies against your roadmap and target milestones.
Named decisions and review points: Agree on who selects the use case, who approves access to data, and which actions require human review before the solution goes live.
A solution your team can operate: Document the integration, evaluation approach, monitoring, and handover. Agree on who maintains it as the workflow changes.

What could that look like?

Before we start.

What does a forward-deployed AI engineer do?

A forward-deployed AI engineer works closely with the client team from use-case discovery through implementation and deployment, connecting business needs with engineering decisions.

Can you help us decide where to use AI?

Yes. We start with business problems and existing workflows, then assess whether AI is suitable before choosing a model or building a solution.

Can you work with our existing engineers?

Yes. The engagement can fit your codebase, tools, roadmap, and delivery cadence, with agreed ownership and handover.

What are you working on?

Tell us about the product, the people who use it, and the part you need help with.

Talk through your project

Or email info@infinityedge.llc