Agentic consulting,shipped as working systems.
We embed into your environment, learn your operations, and leave with agents running in production. No slide decks. No roadmaps for someone else to execute.
Practitioners,
not advisors.
Most consulting firms help you plan your AI strategy. FDE helps you run one. The same team that builds our SaaS products is the team that runs FDE engagements. We know the failure modes because we've hit them ourselves.
You get a report and a recommendation. Your team figures out how to execute it.
We embed, understand your workflows, build the agents, deploy them, and hand off a system that's already running.
Every layer, start to finish
From strategy to deployed agents, we cover every layer of an agentic transformation.
Agentic Workflow Design
We map your operations to find where agents create real leverage: customer workflows, internal knowledge retrieval, repetitive decision loops, escalation handling. Then we design agent architectures that fit your data, your systems, and your team.
Agent Development & Deployment
We build and ship agents tailored to your specific context: voice agents for guest services, web agents for lead capture, or custom pipelines that route, classify, and act on incoming data. We handle development, integration, and deployment.
System Integration
Agents only create value when wired into the systems your team already uses. We integrate agent deployments with your CRM, helpdesk, data warehouse, communications tools, and proprietary platforms. Everything gets connected.
Agentic Infrastructure & MLOps
For organizations building AI capabilities in-house, we set up the infrastructure to support it: model serving, evaluation pipelines, monitoring, retraining triggers, and human oversight mechanisms. Built to last, not just to launch.
Strategic AI Advisory
For leadership teams working through the shift to agentic operations, we provide direct guidance on where to invest, what to build versus buy, and how to sequence the transition without disrupting what's already working.
The principles behind every engagement
First principles, not frameworks
We start by understanding your actual problem, not by matching it to a solution we already have. Every agent system is designed from scratch for your specific context.
Hands-on from day one
Our engineers are in your environment, talking to your team, reading your data, and building prototypes. Not managing a project from a distance.
Bias toward working systems
We measure progress in deployed agents, not delivered documents. Early deployments are how we find the real constraints, and how you start seeing return sooner.
Structured for ambiguity
Agentic systems introduce new failure modes and edge cases. We expect iteration, build for it, and work through it without losing momentum.
Knowledge transfer built in
We don't build dependencies on Etruvi. Every engagement includes documentation, training, and structured handoff so your team can operate and extend what we build.
FDE is the right fit when…
We work with startups scaling their first agent deployment and enterprise teams running complex, multi-agent workflows. Engagement size scales accordingly.
You're past the experimentation phase and want agents running in production
You have real workflows to automate, not just a FAQ bot to deploy
Your team doesn't yet have the expertise to build and ship agents at scale
You're in an industry where an unreliable agent causes real business problems
You need results on a timeline that doesn't allow for months of internal ramp-up
The agent needs to work inside the tools your team already depends on
We deploy what we build
FDE engagements are built on Etruvi's own product stack, so you get agents that are already running in production from day one.
Ready to deploy your first agent?
FDE engagements start with a 60-minute scoping conversation — no commitment required. We'll map your workflows and propose an engagement with clear milestones and defined deliverables.
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