Deploy dedicated engineers directly into your real operating environment.Remote or onsite. Dedicated to your project.
A Forward Deployed Engineer (FDE) works directly within your engineering environment, collaborates hands-on with your teams, works with your existing systems, and stays involved from building the solution to deploying and operating it in the real world.
Forward-deployed engineering applies when technology needs to work within a specific business and technical environment, across AI & ML, enterprise applications, integrations, data, automation, and cloud.
Understand the requirement, work within your existing environment, and build the solution around the actual problem.
Integrate the solution with your systems, data and infrastructure, and take it into the environment where it needs to operate.
Stay connected after deployment, using real-world usage and feedback to improve the solution as requirements evolve.
The FDE model keeps engineering close to the problem, the people using the solution, and the environment where it needs to work.
Our engineers do more than implement predefined requirements. They work directly with your teams, systems and operational context to solve the problem behind the requirement.

Understand the workflow, constraints and objective before deciding how to build.

Work across software, AI/ML, data, APIs, cloud and integrations as the solution requires.

Build around your existing technology landscape instead of forcing the problem into a predefined solution.

Consider integration, security, maintainability and production requirements from the start.

Work alongside your teams through development, deployment and iteration.
Forward-deployed engineering requires more than technical capability. It requires the experience to work across real business environments, integrate with existing technology, and deliver solutions that can operate in production.
Engineering capabilities across software, AI/ML, data, cloud, APIs and enterprise integrations.
Experience building and deploying solutions around complex business requirements and operational workflows.
Support from technical discovery and solution development through integration, deployment and ongoing improvement.
Solutions built around your existing systems, infrastructure and business requirements.
A track record of delivering technology solutions across different industries, environments and business needs.
Forward-deployed engineers can work across the technologies your solution requires, from AI and data to applications, integrations and cloud infrastructure.
LLM applications, RAG solutions, machine learning and intelligent workflows.

AI agents, model integrations, orchestration and production AI applications.

Custom applications and platforms built around specific business workflows.

APIs, databases, third-party platforms and legacy system integration.

Data pipelines, analytics solutions and systems that turn operational data into usable insights.

Automate multi-step processes across applications, teams and business systems.

Cloud applications, deployment environments and supporting infrastructure.

Forward deployment is about getting solutions into real environments quickly, but speed cannot come at the expense of reliability, security or maintainability.
Our FDE approach keeps these considerations part of the engineering process.
A Microsoft Teams AI copilot that retrieves client, project, billing and communication data, with automated SharePoint sync.
Seamless Automated Integration
AI agents handle ticket triage, vendor assignment, SLA follow-up and closure verification with human approval checkpoints.
Human-in-the-Loop Orchestration
Engineering Support Adapted to Your Need
An engineer works closely with your team, systems and day-to-day technical workflows.
Bring in an FDE for a specific technical requirement, capability gap or implementation need.
Engage an FDE to take a defined solution from technical requirements through development, integration and deployment.
Choose the working arrangement that best fits your project and operating environment.
Tell us what you're building, integrating or deploying. We'll help you determine the right FDE engagement for your environment.