Robinson Custom Services Est. 2018
Managed agent services

Human trust, agent execution.

Robinson Custom Services configures, runs and oversees AI agents on your workflows. The agents carry the volume. Qualified RCS operators review every output that matters, so your team gets results without prompting all day.

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The problem

AI that borrows your time is not saving it.

Most leaders who adopted AI tools in the last year picked up a second job they never applied for: prompt operator. Prompting, reviewing and re-running work pulls senior people back into execution. Output varies by who wrote the prompt. And when an agent sends the wrong email or posts the wrong entry, nobody owns the cleanup.

The result is a familiar pattern: an exciting pilot, a few weeks of enthusiasm, and then a tool nobody has time to run.

What a managed agent service is

A managed agent service puts trained operators between your business and the AI. You hand Robinson Custom Services (RCS) a business outcome. We configure the agents, connect them to the systems they need, run them on a defined schedule, and review what they produce before it reaches your customers, your books or your team.

It works the way managed IT or outsourced accounting does. You do not want to administer the servers or post the journal entries yourself. You want them done correctly, on time, by people you trust.

From outcome to execution

  1. 01

    Scope the outcome

    We start with the decision, not the software: the result you need, how we will measure it, and what the agent may never do on its own.
  2. 02

    Configure and connect

    RCS builds the agent workflows and connects them to your CRM, ERP, inbox or shared drives, with least-privilege access limited to what each task needs.
  3. 03

    Operate and oversee

    Our operators run the agents, review outputs and approve anything consequential before it goes out. Exceptions go to a person, not a guess.
  4. 04

    Report and refine

    You receive a plain-English report on what ran, what was produced, what was escalated and what changed. We tune workflows on measured results.

Where a person signs off

Anything external

Customer emails, vendor communications, proposals and published content are approved by a qualified RCS operator before they leave.

Anything financial or of record

Entries to your ERP or accounting system, purchase orders and invoices are reviewed before they post.

Anything that needs judgment

Prioritization, tone, exceptions and calls that depend on context the agent does not have stay with people.

Every agent has a named manager

We treat agents as agentic capital: each one has a cost, an assigned job, a human owner and a measured return.

Governance

PrincipleHuman Trust, Agent Execution
AccessLeast-privilege permissions
Per task, revocable
Decision rightsRACI: agents Responsible,
never Accountable
FrameworksNIST AI RMF
ISO/IEC 42001
MethodLean · Six Sigma

Every run leaves an audit trail: what ran, who approved it and what was escalated.

Where agents fit

Data entry & reconciliation

System-to-system matching between your ERP, bank, CRM and spreadsheets, with exceptions routed to a person.

Order, invoice & vendor follow-up

Agents draft the follow-ups and track responses. An RCS operator approves anything that goes out.

Recurring reporting

Weekly KPI and operations packs assembled on schedule, so your team spends its time interpreting results instead of compiling them.

Lead research & CRM updates

Prospect research and record hygiene kept current without pulling sales staff into data work.

Proposals & RFP responses

First drafts of proposals, capability statements and RFP responses, finished and approved by people.

The discipline behind it

Agents are a new execution layer. The precision-driven method is the one our principal applied in operations and logistics engagements.

Lead time

80% shorter

Lead times cut by 80% across a $300M regulated production line after a 21 CFR Part 11 compliant manufacturing execution system (MES) deployment.

Data entry

90% less

Manual data entry reduced by 90% through the same digital workflow, freeing operators and quality staff for higher-value work.

Backlog

$35M recovered

A $35M backlog in bottleneck operations recovered through Industry 4.0 automation and production system redesign.

Owners scaling $1M to $20M

For owners who need more output without adding headcount at the same rate, across Connecticut, New York, New Jersey and Georgia.

COOs and operations leaders

For leaders managing transformation who want measurable results from AI without a long internal learning curve or a stalled pilot.

Questions

What is a managed AI agent service?

A managed AI agent service is an arrangement where trained operators run and oversee AI agents on a business's behalf. Robinson Custom Services configures the agents, connects them to the client's systems, reviews their output and reports measurable results.

What does Human Trust, Agent Execution mean?

It is the operating principle behind the Robinson Custom Services managed agent service. AI agents handle repetitive, high-volume execution, while qualified RCS operators own judgment, quality control and approval of anything consequential.

Do I need to know how to prompt AI to work with RCS?

No. Robinson Custom Services operators handle prompting, configuration and oversight of every agent workflow. Clients set goals and boundaries during scoping, then receive regular plain-English reports.

Which tasks suit managed AI agents?

High-volume, rules-based tasks such as data entry, reconciliation, vendor and invoice follow-up, recurring reporting and CRM updates. Robinson Custom Services assigns human review to anything external, financial or judgment-based.

What is agentic capital management?

It is the practice of managing AI agents as a portfolio of working capital, with a cost, an assigned job, a human owner and a measured return for each agent. Robinson Custom Services uses it to decide where agents are deployed and when they are retired.
Schedule a Discovery Call. In 30 minutes we will identify the first workflow where managed agents can return measurable time to your team.