Most agent tools hand you a no-code builder and walk away. Most agencies ship once and vanish. Upcore embeds a Forward Deployed Engineer (FDE) — the same role OpenAI, Anthropic, and Databricks use to get AI into production — directly in your workflow, building against your real systems, until it works.
We respond within 24 hours. One call. No commitment required.
You bought a tool, or hired an agency. Now you have a demo. Nobody owns integrating it into your actual systems, and nobody owns it once the invoice is paid.
"We bought a no-code agent builder. It works in the demo. Nobody on my team knows how to wire it into our actual CRM."
"The agency shipped something impressive in the kickoff call. It's been six weeks. It still isn't in production."
"We have three pilots running. Zero are in production. I genuinely don't know why - and neither does anyone I've asked."
Sources: RAND Corporation, 2025 (2,400+ enterprise AI initiatives analyzed) · Gartner, June 2025 (poll of 3,400+ organizations investing in agentic AI).
These aren't named incidents - they're the same three failure modes that show up in engagement after engagement, regardless of company size.
Every agent demo runs on curated, sanitized examples. Production data is messy - inconsistent formats, edge cases, half-filled records. The agent that worked flawlessly in the pitch breaks on the first real ticket, and nobody's left to fix it.
The agency's contract ended at "agent configured." Connecting it to the CRM, the ticketing system, the internal API - that was always going to be "someone on your team's" job. That someone had a full-time role already.
A single agent solved a real problem for one team. Scaling it to five teams needed someone to own the roadmap, the maintenance, and the next integration. No one was assigned that job, so it stayed a pilot forever.
Every unshipped pilot is spent budget with nothing to show for it. Here's what the data says that actually costs.
You're not paying for a demo. You're paying for one named engineer who's accountable for it actually shipping - and staying shipped.
Book a Live Demo →One call. No commitment required.
Everyone's busy doing their actual job. The work of integration, deployment, and iteration has no owner.
A software engineer embedded directly in your workflow to build and ship custom AI agents against your real systems. Not a config UI. Not a consultant who disappears after the demo.
Engineering-native. T-shaped: deep in Python, cloud infrastructure, and AI orchestration (RAG, agentic frameworks, evals) - broad in customer ownership and product sense. The same profile OpenAI, Anthropic, and Databricks hire for this exact role.
Embedded in your workflow, not a ticket queue. They see your actual systems, your actual data, your actual constraints - and build against them directly, not against a sanitized demo environment.
First agent live in 48 hours. Governed by your Fractional AI Officer from the first commit - no waiting for governance to catch up after launch.
The same lifecycle every Studio engagement runs on - now with a named owner responsible for every stage, including the one most agent projects skip: staying after launch.
Every agent your FDE builds ships under your Fractional AI Officer's governance framework from the first commit - reviewed, attributed, and compliant before it reaches production. Governance and delivery, from the same team.
A software engineer embedded directly with a customer to build and ship production-grade custom software against that customer's real systems and data - not a generic template, not a demo. Palantir popularized the role; OpenAI, Anthropic, Cohere, Databricks, and Scale AI now all run their own version of it. Upcore's FDEs do the same work for Studio engagements: build, integrate, deploy, and stay to maintain.
A no-code tool gives you a configuration UI and leaves the integration work to you. An FDE owns the integration - connecting your agent to your actual CRM, ERP, and internal APIs - and stays after launch to maintain and expand it as your workflows change.
Most agencies ship a project and move to the next client. Your FDE is a dedicated, named engineer on a monthly retainer - embedded in your workflow continuously, not contracted for a single deliverable. The same person who built your first agent is still there when you need a second one.
A dedicated Forward Deployed Engineer building, integrating, deploying, and maintaining your custom agents. Exact pricing depends on the number of agents and systems involved - provided in your discovery call, before you commit to anything.
Yes. Every agent your FDE builds ships under your Fractional AI Officer's governance framework from the first commit - reviewed, attributed, and compliant before it goes live. Governance and delivery come from the same accountable team, not two separate vendors pointing fingers at each other.
Yes, but most teams start with governance first: an FAO embeds in 72 hours and gives you a risk-aware foundation to build on. An FDE then ships agents into that already-governed environment from day one, instead of retrofitting compliance after the fact. If you already have governance covered elsewhere, we can start with an FDE directly - tell us in your discovery call.
A Forward Deployed Engineer owns your agent delivery - build to maintenance - without the cost of a full-time senior hire or the unpredictability of an agency.
Same delivery quality. Same accountability. 65–85% less spend.
Most teams find an FDE retainer costs 65–85% less than an equivalent full-time hire, with a first agent live in 48 hours - not month three.
Full-time compensation data: Palantir average total comp $238K (range $205K–$486K), OpenAI/Anthropic $350K–$550K for mid-senior FDEs, $180K–$250K entry-level (industry compensation research, 2025-2026). Agency dev-shop retainer data from dedicated-developer market benchmarks, 2025.
Anonymized composite scenarios based on real Studio engagement patterns. Client identities withheld at their request.
“We bought a chatbot builder eight months ago. It's still sitting in a sandbox. Nobody knew how to connect it to Shopify or our helpdesk.”
“An agency built us an onboarding agent. It worked in their demo. It never touched our real CRM data because that wasn't in the contract.”
“Three different 'AI automation' pilots over two years. None reached production. We stopped trusting the category.”
All scenarios are anonymized composites based on real engagement patterns. Client identities withheld.
Unlike a project quote, an FDE retainer doesn't end when the first agent ships - it's ongoing, dedicated capacity for building and maintaining agents as your needs grow.
A dedicated Forward Deployed Engineer, embedded in your workflow, building against your real systems - starting from $2,499/month. Governed by your FAO from the first commit.
We respond within 24 hours. One call. No commitment required.