Listen in the workflow
Interview the people who move the work and capture the decisions, exceptions, and handoffs that a dashboard never shows.
YCO OPERATIONS LAB / FORWARD DEPLOYED ENGINEERS
Map the work.
Re-engineer the system.
Deploy AI that belongs in the business.
YCO Forward Deployed Engineers work alongside your operators to uncover where work slows down, decide what should change, and build the right mix of automation, agents, and human judgment into the systems you already run.
For operators ready to turn a real business bottleneck into a scoped, production-minded plan.
01
WHY FDEs
AI implementation should start with the work—not the model.
Off-the-shelf tools can be useful, but they rarely understand the people, approvals, exceptions, data handoffs, and systems that make your operation work. An FDE closes that gap.
We combine production engineering with consulting-grade communication: enough technical depth to build a dependable solution, and enough process discipline to make the change usable by the people who own the work.
How we sort the work02
THE WORKFLOW AUDIT
A clear picture of today before we design tomorrow.
Every engagement starts by making the hidden operating model visible. The output is a shared view of where the work moves, where it stalls, and where automation is actually appropriate.
Mine the operating trail
Review the system of record, existing docs, reports, queues, and handoffs to identify the real sequence of work.
Map the current state
Turn scattered activity into a process map with ownership, timing, data dependencies, and visible friction points.
Choose the next move
Prioritize opportunities by operational fit, implementation readiness, risk, and a baseline that the business can evaluate.
03
STEP SORTING
Four destinations for every step in the workflow.
Not every task deserves an agent. We make the decision explicit before anything is built.
Delete
Remove redundant approvals, duplicated entry, and process debt that should not survive the redesign.
Automate
Use deterministic rules, integrations, and standard software for work with clear inputs and repeatable outcomes.
Agent
Use an AI agent where judgment, unstructured information, or contextual coordination creates real leverage.
Human
Keep material decisions, sensitive exceptions, and accountable approvals with the people who should own them.
The objective is a stronger operating system—not the highest possible count of AI agents.
04
RE-ENGINEER + DEPLOY
Build the new process where the business already works.
Once the pathway is clear, we redesign the process, integrate the selected automation or agent, and make it usable in the system of record—not as another disconnected AI tab.
- ✓ Redesign the process before adding code
- ✓ Connect to the tools your team already uses
- ✓ Define escalation, review, and operator ownership
- ✓ Harden the path for real-world exceptions
EXISTING SYSTEMS, BETTER FLOW
FDE
OPERATING
LAYER
OPERATING
LAYER
SALESFORCE
NETSUITE
SLACK
YOUR TEAM
Tools shown are examples. The right design begins with your workflows, data boundaries, and operating constraints.
05
MEASURE WHAT CHANGED
A business case should be a decision tool, not a sales promise.
Baseline
Capture the current operating signal: volume, timing, quality, cost proxies, or capacity.
Pilot
Run a bounded change with named owners and visible escalation paths.
Observe
Compare the new workflow to the baseline and review quality, adoption, and exceptions.
Decide
Keep, expand, adjust, or stop based on the evidence—not a model demo.
ROI depends on the specific operation, data quality, adoption, and implementation conditions. We frame the work around measurable hypotheses—not guaranteed savings, margin, or revenue outcomes.
06
ILLUSTRATIVE USE CASES
Where an FDE audit can uncover a better operating path.
These are example workflow categories—not promises of a specific deployment or outcome.
Accounts payable
Trace intake, coding, approvals, exceptions, and payment handoffs to identify what can be simplified or routed differently.
Reporting
Replace manual collection, cleanup, and weekly status-chasing with clearer data paths and reviewable outputs.
Operations
Map order, service, inventory, or internal coordination workflows across the tools teams already use.
Client service
Improve handoffs, follow-ups, account signals, and exception management without losing the human relationship.
Revenue workflows
Connect qualification, research, drafting, routing, and CRM operations around the way your team sells.
07
WHAT A RESPONSIBLE DEPLOYMENT LOOKS LIKE
Production-minded from the first conversation.
Security-aware by design
Data access, permissions, systems of record, and escalation paths are considered before a workflow reaches real operations.
Humans stay accountable
We design human review and accountable decision points where they matter—not just a demo that looks autonomous.
Reliability beats novelty
The aim is a workflow your operators can trust, understand, and improve after delivery.
08
FREQUENTLY ASKED QUESTIONS
What to know before we begin.
Answers about Forward Deployed Engineers, the workflow audit, and how YCO works with your team.
What is a Forward Deployed Engineer?
A Forward Deployed Engineer, or FDE, works directly alongside operators to understand a real workflow, translate operational needs into a technical plan, and help deploy the right solution inside the business. The role combines production engineering with clear, consulting-grade communication.
Who is YCO Productions?
YCO Productions is the team behind YCO Services and the YCO Operations Lab. We help organizations examine how work actually moves, redesign processes, and deploy practical AI and automation with accountable human ownership.
What does an FDE workflow audit include?
We listen to the people doing the work, review the systems and operating trail, map the current process, identify friction and exceptions, and prioritize practical opportunities by readiness, risk, and measurable business value.
What happens to each step in a workflow?
Each step is sorted into one of four destinations: delete unnecessary work, automate repeatable rules, use an AI agent where context or unstructured information matters, or keep the step with a human when accountability and judgment are essential.
Do you replace our existing systems?
Usually, no. The goal is to improve the flow inside and between the systems your team already uses. Salesforce, NetSuite, and Slack are examples; the right design depends on your actual tools, data boundaries, and operating constraints.
Is every recommendation an AI agent?
No. We may recommend removing a step, simplifying a process, using deterministic automation, deploying an agent, or preserving human review. The objective is a stronger operating system, not the largest possible number of AI agents.
How do you approach security and human oversight?
Data access, permissions, systems of record, escalation paths, and accountable review are considered before a workflow reaches real operations. Material decisions and sensitive exceptions stay with the people who should own them.
How do you measure whether a deployment worked?
We establish a baseline, run a bounded pilot, observe quality, adoption, timing, capacity, cost proxies, and exceptions, then decide whether to keep, expand, adjust, or stop the change. Outcomes depend on the operation, data quality, adoption, and implementation conditions.
What should I bring to the first call?
Bring one real workflow or bottleneck, the people who understand it, the systems involved, and any useful examples of handoffs, queues, reports, or exceptions. You do not need a finished AI strategy or technical specification.
How do we get started?
Book an FDE Workflow Audit. We will start with the work, clarify the operating problem, and define a practical next move rather than beginning with a generic model or tool.
READY TO START WITH THE WORK?
Bring one real workflow.
Leave with a clearer next move.
Book an FDE Workflow Audit to map the work, identify the operating opportunities, and define a practical path forward.
Book an FDE Workflow Audit