Frontier Deployment Engineer (FDE)
Engineers who take AI from pilot to production
A Frontier Deployment Engineer works alongside your people, inside your processes and systems, to design, integrate and launch AI that does real work, and stays until it runs reliably.
Problem and solution
AI pilots often stall between the demo and daily use. Real data, older systems, security reviews and changing requirements need engineers who understand both the AI and the business on the ground.
An FDE embeds with your team, maps the workflow first-hand, builds and integrates the AI with your systems, and iterates with the people who use it until it runs in production, with your team approving every release.
How it works
How an FDE engagement works
- 1Embed with your team
- 2Map the workflow
- 3Prototype on real data
- 4Integrate with systems
- 5Evaluate & harden
- Your sign-off
- Roll out & hand over
Capabilities
What it can do
- Embed on-site or remotely with your teams
- Discover the workflow with the people who do the work
- Prototype quickly on your real data
- Integrate with ERP, CRM, APIs and existing systems
- Build in evaluation, security and governance
- Roll out, train and hand over to your team
Use cases
Where it does real work
- Moving a stalled AI pilot into production
- Launching a first AI agent in one department
- Connecting AI to older or custom-built systems
- Voice AI and contact-center rollouts
- Scaling a proven use case to more teams
- Building AI capability alongside your engineers
Business outcomes
What changes for the business
- AI in production, not just in a demo
- Faster from idea to everyday use
- Solutions that fit how your teams work
- A team that can run and extend it
Enterprise integration
Works with the systems you already run
- ERP
- CRM
- Enterprise APIs
- Databases
- Custom applications
- Cloud
- Kubernetes
Security & governance
Built for enterprise control
- Permission-aware
- Guardrails
- Human approval
- Audit trail
Industries
Frontier Deployment Engineer (FDE) by industry
Financial Services
Faster onboarding, cleaner files, quicker claims.
- Banks
- Insurance
- NBFCs
Government & Public Sector
Every citizen answered in their language. Every program run on data.
- Central & state departments
- Local bodies
- PSUs
Healthcare
Less admin for clinical teams. Faster answers for patients.
- Hospitals
- Healthcare networks
- Diagnostics
Education
Support for every learner. Time back for every teacher.
- Schools
- Universities
- Training institutes
Which AI project needs an engineer on the ground?
Bring one real workflow. We'll show you where AI agents can take it on.