FDE as a Service That Gets You From Prototype to Production

Our FDE as a Service model embeds certified Forward Deployed Engineers inside your team to build and ship through Customer-Embedded Engineering.

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Trusted by Enterprise Clients Who Demand Real-World Impact

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The FDE as a Service Company Built for Enterprise AI Delivery

We embed Forward Deployed Engineers directly in your production environment. Any enterprise initiative qualifies, from AI Agent Deployment and Legacy Modernization to Custom Software Development.

FDE as a Service for AI Agent Deployment and Agentic AI

Our Forward Deployed AI engineers build AI Agents in your production systems. They handle AI Agent Orchestration, Agentic AI integration, and AI Workflows. Your AI Agent Deployment goes from Proof of Concept to production in weeks, not quarters.

FDE as a Service for Enterprise Applications and Legacy Modernization

Forward Deployed Software Engineers embed inside your delivery team to drive Legacy Modernization and Enterprise Application upgrades. Business logic stays inside your Enterprise Architecture. Our Embedded Software Engineers never access production data outside your established access controls.

Generative AI and LLM Integration

We do not build read-only Retrieval-Augmented Generation (RAG) demos. Our Forward Deployed AI Engineers wire Large Language Models (LLMs) into your production workflows. They configure AI Infrastructure and run Model Evaluation before any Generative AI feature ships.

System Integration and Cloud Migration

For Cloud Migration, Digital Transformation, and Systems Integration. Our Forward Deployed Solutions Architect designs the Enterprise Architecture. Then our engineers deliver the Technical Implementation. Every API Integration ships with security validation and audit logging from day one.

FDE as a Service Built on Your Existing Engineering Stack

We do not rip and replace. Technical Discovery maps your existing stack and Custom Software Development backlog. Our Forward Deployed Engineering as a Service framework scopes three to five high-value outcomes. We expand once telemetry confirms it works.

How FDE as a Service Works: Our Delivery Process

Our Forward Deployed Engineers follow this process to embed, build, and ship every engagement.

Customer Discovery and Technical Discovery

We map before we build. Customer Discovery surfaces your workflows and stakeholders. Technical Discovery maps your integration points. We scope three to five production outcomes, not a six-month statement of work. This is how our FDE as a Service avoids the planning-forever trap.

Solution Design and Requirements Engineering

Every engagement gets a Solution Design built against your production constraints. Requirements Engineering runs alongside your leads. Every requirement is bounded before we prototype. We favor composable milestones over monolithic plans. Scope stays lean. Your production environment stays protected.

Rapid Prototyping and Proof of Concept

We run Rapid Prototyping sprints against your live APIs and real data. Every Proof of Concept (PoC) informs a production decision. We do not build sandbox demos. We build Minimum Viable Products (MVP) your team can validate and ship.

Technical Strategy and AI Infrastructure

Our Forward Deployed Solutions Architects lock your Technical Strategy before production commits. We design AI Infrastructure, plan AI Agent Orchestration, and decide LLMOps, MLOps, and Machine Learning Engineering choices. These cannot be patched after Production Deployment. They get resolved here.

Production Deployment and Iterative Development

We do not hand off at go-live. Our engineers stay through the first production cycles. Iterative Development runs until the system holds under real load. We handle AI Agent Deployment, AI Automation, and Production Support from inside your team.

Stakeholder Management and Voice of Customer

Cross-functional Collaboration and Stakeholder Management run in every sprint. Product Feedback and Voice of Customer reach Entrans in real time, not at quarterly reviews. Technical Problem Solving and Troubleshooting happen where the problem lives. Progress is visible every week.

Integration Services for FDE as a Service Engagements

Our FDE as a Service engagements connect to the AI and enterprise programs your business already runs.

Embedded Engineering and AI Engineering

We cover AI Engineering, Machine Learning Engineering, and Product Engineering in one embedded team. Our Forward Deployed Data Engineers and Product Engineers connect AI Workflows to your production data and Enterprise Applications. Audit logging ships with every integration.

Full-Cycle and Pilot Programs

We handle end-to-end Product Development, from Customer Discovery and Solution Design to Technical Implementation, Production Deployment, and Production Support. For large environments, we recommend Pilot Programs. One workflow first. Expand once telemetry confirms it works.

AI Integration and LLMOps Optimization

We apply AI Automation patterns across Generative AI and LLM-powered AI Workflows. Token overhead drops, sometimes by more than 90%. We monitor latency, agent call volume, and context spend. We tune every Production AI system as Enterprise AI evolves under real load.

FDE as a Service Staff Augmentation

Our certified FDE as a Service team embeds as Embedded Software Engineers, Application Engineers, Customer Engineers, or Field Engineers. Pick a short PoC sprint or long-term FDE-as-a-Service support. You can also hire dedicated Forward Deployed Engineers for a single named account. Scope flexes. Delivery does not.

Tools and Technical Frameworks for FDE as a Service

Our FDE Services teams know the full AI and enterprise delivery stack. This is the framework our Forward Deployed Engineers use to build and ship every FDE as a Service engagement.

AI and LLM Frameworks

We define how your AI systems think, retrieve, and act across your production environment. Our engineers work across every major LLM and Agentic AI platform.

Generative AI | Large Language Models (LLMs) | Retrieval-Augmented Generation (RAG) | AI Agents | AI Agent Orchestration | AI Workflows | Model Evaluation

AI Infrastructure and Production Operations

We build and operate the infrastructure your Production AI runs on, across MLOps, LLMOps, and AI Automation.

AI Infrastructure | Production AI | Enterprise AI | MLOps | LLMOps | AI Integration | AI Automation | Machine Learning Engineering

Enterprise Platforms and Integration

We connect every FDE as a Service engagement to the enterprise systems your business already runs on.

Enterprise Software | Enterprise Applications | API Integration | Systems Integration | Custom Software Development | Legacy Modernization | Cloud Migration

Delivery and Engagement Frameworks

We help you control scope, protect delivery timelines, and keep every engagement auditable.

Professional Services | Technical Consulting | Engineering Consulting | Product Engineering | Rapid Prototyping | Iterative Development | Digital Transformation
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Frequently Asked Questions

What is FDE as a Service?

FDE as a Service, or Forward Deployed Engineering as a Service, puts certified engineers inside your organization. They do not advise from the outside. Each engagement covers Customer Discovery, Solution Design, Technical Implementation, Production Deployment, and Production Support.

How is FDE as a Service different from Technical Consulting or Professional Services?

Technical Consulting and Professional Services deliver documents. FDE as a Service delivers working software in production. Engineering Consulting firms advise. Forward Deployed Engineers ship. The FDE model is built for enterprises that need AI Agent Deployment or Systems Integration without a long handoff cycle.

What does a Forward Deployed Engineer actually do?

A Forward Deployed Engineer (FDE) combines Solutions Engineer, Solutions Architect, and Technical Account Manager (TAM) output in one embedded role. They run Technical Discovery, Requirements Engineering, and Solution Design. They build. They ship. They handle Stakeholder Management and Cross-functional Collaboration. One role. Full accountability.

How does FDE as a Service handle AI Agent Deployment and Agentic AI?

Our Forward Deployed AI Engineers start with Customer Discovery and a Technical Discovery sprint. Then they wire AI Agents into your live workflows, manage AI Agent Orchestration, and run Model Evaluation. No sandboxed demos. Direct Agentic AI deployment to your production environment.

Which platforms can FDE as a Service teams work with?

Our Embedded Engineering as a Service teams work across Enterprise Software stacks, cloud platforms, and AI systems. They connect to Claude (Anthropic), ChatGPT (OpenAI), Google Gemini, and other Enterprise AI platforms. They handle API Integration, Systems Integration, and database connectivity. The model is stack-agnostic. Your environment. Your rules.