Atlassian Forward Deployed Engineering

You have AI. We help you put it to production.

Senior Atlassian engineers embedded with your teams to build, deploy, and scale AI to deliver business value.

80+
Production AI agents built and deployed
~12 wks
To measurable business value
100+
Enterprise customers

Alongside your teams, on your hardest problems

FDEs build production-ready AI with your teams, from your business outcome out.

Your problem first

Start with what’s costing you speed, quality, or scale. Then ship real AI: agents, agentic workflows, MCP integrations.

Your context

Built on Teamwork Graph, the map of people, work, and docs already linked across your stack and the systems that aren’t.

Production grade

No prototypes. Every agent ships with the permissions, guardrails, and audit trails your security team will ask for before you do.

Outcome, not output

We measure ourselves on what changed for your business, not what we built.

How an engagement works

Four phases. Twelve weeks. Built to repeat.

Phase 1

Discover

Work backwards from your most important problems.

Phase 2

Build

Production-grade agents engineered to fit your systems, data, and workflows.

Phase 3

Adopt

We turn a working solution into everyday practice, with the governance and playbooks to sustain it.

Phase 4

Value

Measurable impact on the metrics your business cares about – cost, speed, revenue or reach.

Results

Real shifts, real production value

See how enterprises moved from AI experiments to building use cases their teams actually use.

TECHNOLOGY COMPANY

$20M+ saved

Deployed AI that autonomously triages and resolves tier-1 and tier-2 issues end-to-end, cutting mean time to resolution from 18 days to 10 minutes.

semiconductor manufacturer

~50% less triage effort

Built a custom triage agent while navigating complex enterprise governance requirements, unblocking production AI rollout across 40,000 employees.

travel company

6,700+ hours saved annually

Co-built two production Rovo agents that archived ~600,000 pages and streamlined work-item triage across 20+ teams.

The Atlassian FDE Playbook cover

Go deeper: The Atlassian FDE Playbook

What we've learned from 100+ enterprise engagements, the four reasons AI stalls, and how FDEs turn promising AI into production workflows.

Frequently asked questions

  • Who is the FDE program for?

  • How is an FDE engagement different from consulting?

  • How do FDEs work with our security and governance requirements?

  • What does my team need to provide?

  • How do I get started?

Ready to move AI from experiment to production?

An FDE will help you scope a first high-value use case or move a stalled pilot into production.