AI Forward Deployed Engineer

Embedded Engineering, Not Slideware

A Crucyble AI Forward Deployed Engineer works inside your organization, alongside your team, in your environment. Instead of generic recommendations, you get an engineer who learns your systems, data, and processes, then designs and ships agentic workflows that solve your real problems. The output is running software, not a report.

• On-site or embedded remote engagement with your team
• Discovery of high-value, automatable workflows
• Rapid prototyping against your real data and tools
• Production hardening, deployment, and handoff

Custom Agentic Workflows

Off-the-shelf AI rarely fits the way your business actually runs. Our FDEs build and tune agentic workflows — multi-step agents that retrieve, reason, and act across your systems — customized to your domain, guardrails, and success criteria. We tune prompts, tools, retrieval, and evaluation until the workflow performs reliably on your data.

• Agent design across your internal tools and APIs
• Retrieval and context pipelines grounded in your data
• Evaluation harnesses and quality guardrails
• Iterative tuning against measurable outcomes

Security and Governance by Default

Crucyble is a security company first. Every agentic workflow we build accounts for identity, least-privilege access, data handling, and auditability from day one. Your AI workforce should reduce risk, not become your largest attack surface, so governance and monitoring are part of the build rather than an afterthought.

• Least-privilege access for agents and machine identities
• Data handling and secrets management controls
• Auditing, logging, and behavioral monitoring
• Alignment with your AI governance and compliance requirements

Knowledge Transfer and Enablement

We build with your team, not around them. Throughout the engagement your engineers learn the patterns, tooling, and operational practices needed to extend and maintain the workflows after we hand off. The goal is durable capability inside your organization, not long-term dependence on us.

The Anchor of Crucyble AI Engineering

The Forward Deployed Engineer is how clients access Crucyble’s broader AI Engineering practice. Rather than a fixed package, it is the embedded model that delivers the full range of our AI engineering capabilities, scoped to what your organization needs now and expanded as your AI footprint grows.

• Agent and agentic workflow development
• AI integration across internal tools, data, and APIs
• Evaluation, observability, and quality engineering for AI systems
• Secure deployment, governance, and operational handoff