The Ironic Agent Dilemma
Agents should free up time, not hand you a second job.
If you are still clicking, dragging, cutting, pasting, typing-in, downloading, or CTRL-F'ing, Marshal was made for you. We design, deploy, and run the AI agents that clear this work off your plate.
Agents should free up time, not hand you a second job.
Most agents fall into two general types: the ones that you have to build and the ones that you have to babysit. Marshal is different.
You won't need to troubleshoot APIs or burn time watching live runs. Marshal handles the work; you hold the approvals and the rules.
We call it Managed AI Ops.
THE MANAGED AI OPS COMPANY
>>> ENGINEERED FOR SMALL BUSINESS
Marshal is a production-ready AI agent, purpose-built for your small business. Each agent is specifically trained on the precise outcomes that define success inside your organization.
Refresh pipeline health, update HubSpot records, and draft next-step emails for review.
Reconcile deposits, match bank activity, and surface cash-flow exceptions for approval.
Route support tickets, pull account context from Zendesk and PostgreSQL, and prepare replies.
Marshal agents are designed, deployed, and run for you, as a service. They're integrated across your tech stack and governed by your organization's rules. No building or babysitting required.
| Dimension | / Build it yourselfAgents that you buildA tool you construct | / Buy it and babysitAgents that you babysitA tool you operate | MarshalManaged AI OpsA partner that's accountable |
|---|---|---|---|
| Who builds the agents? | You do | Vendor | We do, fully customized around your requirements |
| Who manages agents day-to-day? | Your team | Your team | We do, under your guidelines and policies |
| Who owns agent quality? | You do | Vendor | Us |
| How do agents receive tasks? | You've built in custom triggers or cron jobs | Defined by vendor configuration | Customized around your processes and workflows |
| Who fixes the agent when APIs break? | You do | You do | We do |
| What do I pay before it works | Build cost + value of your time | Subscription fee. Pay first, prove second. | $0. Value gets proven first. |
| Where do I need to allocate resources? | Agent design foundations, orchestration, guardrails | Running agents in production and monitoring their performance | You save resources. Marshal delivers completed work as a service. |
| How do I keep control? | You've built in governance and permission gates | Your team is responsible for monitoring | Marshal is configured according to your guidelines and procedures. And then gets monitored by us. |
Real talk: humans did not evolve to generate TPS reports. Marshal picks up the mechanical, repetitive workloads slowing your business down. With Marshal, work gets executed at machine speed.
>>> Agents that go where they're needed
Sales, support, operations, marketing. Wherever you need help, Marshal deploys to get the job done. Agents are scoped to a specific workload, not stretched across multiple domains.
Explore the Agent Factory>>> MARSHAL INTEGRATES WITH EVERYTHING
Your tools are Marshal's tools. Marshal connects to the software systems your business relies on, pulls the signal that matters, and takes action without needing a reminder.
Explore Integrations>>> Trust, safety, and reliability engineered at the core
Our agents run inside defined boundaries. Marshal reaches the systems you open, stays in the lane you draw, and stops for a human when a decision requires judgment. Marshal does the work; you hold the approvals.
Marshal operates within the scope you set. You maintain full visibility and control.
We built Marshal to perform multi-step actions, apply business rules, and connect to external systems while never deviating from your defined parameters.
Your data, and your customer data, stay yours. Information is encrypted, monitored, and protected with auditable controls.

“Marshal doesn’t just deliver. They evolve the solution as your needs change. That’s been invaluable.”

Marshal is an agent, not a chat interface. Strip it down and what you'll see is a model, instructions, and tools. What makes Marshal unique is everything built around that core: agent identity, capabilities that load on demand, permissions as code, persistent memory, and a test suite that catches drift.
Layer 1 is the identity file: who the agent is, its operating rules, the boundaries it never crosses. It rides along on every single turn. Model choice, runtime, and budgets are pinned in config. Nothing about Marshal's behavior is improvised.
Each task Marshal can do is a self-contained skill: a documented procedure, deterministic scripts, and reference docs that load when needed. Tools are typed functions with schema-validated inputs. Specialist subagents take the deep work.
What Marshal may do is written down, auditable, and enforced: which actions require a human and who that human is, when to stop and hand off, where the data and spend limits sit.
No black box. State lives in durable, human-readable files: long-lived facts about the environment, the precedent behind every decision it has made, and the domain knowledge it consults but doesn't control.
Runbooks, drift checks, a dated changelog, and post-mortems keep everything verified in production. This is the layer almost nobody ships. We run on it.
TRUSTED BY AI-FORWARD TEAMS
Sales, support, finance, HR. Marshal deploys anywhere across the org to give your team an unfair advantage.
Marshal can take the first pass on every ticket, so your team can handle work that actually needs a human.
Marshal handles reconciliation, receivables, depreciation schedules, and much more.
Marshal turns your quarterly plan into published work and keeps everything on schedule.
Marshal responds to every new lead within the first 240 seconds, qualifies, schedules, and preps your reps to close.
EVALUATE FOR FREE. GET PROOF. THEN DECIDE.
Start a 14-day free trial. Marshal gets configured to execute your specific workflows, using your preferred tools, while following your exact procedures. Watch Marshal deliver real, verified work. Then decide.
Put Marshal to work in your business today. Real work items, not demo data. Marshal completes assigned tasks. You hold all the approvals.
During your trial, our engineers expand Marshal's capabilities to comfortably handle a complete A complete stream of business work that a Marshal agent owns end to end. It is the job you hire an agent to do. Learn more →. Every new skill unlocks more business value.
If Marshal meets your expectations, keep it running. We execute the ops, manage the system, and handle upgrades. You set the course. Marshal powers the engine.
Don't see your question here? You can always ask us on a call →
Marshal is the Managed AI Ops company that designs, deploys, and operates AI agents as critical infrastructure for founder-led businesses.
Agents run on top of the software you already use and we stay accountable for them in production. Think of it as an on-demand machine workforce for all operational work: sales follow-up, support triage, finance, marketing, etc.
You tell us the job. We build and run the agent that handles it.
Managed AI Ops means your AI agents get designed, deployed, and run for you, as a service. The market gives you two options today: agents you build yourself, and agents you buy and then have to babysit. Both leave you operating software. Managed AI Ops is the third option. Marshal builds and runs the agent end to end: configuration, integrations, fixes, and upkeep. You stay on the approvals. We manage the agents. You run the business.
Marshal works across most operational job functions: sales, customer support, operations, finance, marketing, and AI visibility. Concrete work Marshal handles today includes lead response within minutes, qualification and routing, booking and follow-up, prospect research, support ticket triage, client onboarding, data sync and CRM hygiene, financial reporting, cash reconciliation, and close support. Each agent is scoped to one specific role rather than stretched across everything, which is what keeps it reliable. If a workflow eats hours every week and runs on tools with an API, it is a candidate.
Our sweet spot is founder-led and operator-led businesses, roughly $1M to $50M in revenue, with a real go-to-market motion already running and a small team carrying too much manual coordination, follow-up, and admin. SaaS, professional services, legal, education, and other SMBs all fit. If you are pre-revenue with limited runway, you are probably too early. If you are a Fortune 100 with procurement layers, we are probably the wrong shop. Everyone in between is exactly who we built this for.
Most AI agents arrive one of two ways. Either you build the agent on a platform, and your team designs, tests, runs, and maintains it. Or you buy an agent embedded in software you already own, and your team configures, monitors, and babysits it. That includes the newer tools that generate agents for you: self-creating is not self-managing. Marshal is the third way, Managed AI Ops: AI agents that get designed, deployed, and run for you, as a service. The first two doors hand you software plus a second job. Marshal hands you completed work. You stay on approvals and judgment calls.
We offer a free 14-day trial where you can watch Marshal complete real, verified work in your business before paying anything. If you’d like to keep Marshal on the job, simply enroll into a service tier that best fits your needs. No seats, no setup fees. You are paying for successfully completed work, not a credit meter.
Far less than doing it yourself, and no, you do not need engineers. The heavy lifting is ours: scoping, building, integrating, testing, and running the system. You will not troubleshoot APIs or sit watching live runs. All that’s needed from you is bounded and front-loaded: access to the right tools, clarity on the rules, the outcomes you need, and one point of contact for decisions. After that, Marshal works and we run it. The goal is to take work off your plate, not hand you a second job.
We fix it. When an integration changes, an API updates, or an agent drifts in month six, that is our problem to catch and repair, not yours. We monitor every agent in production, keep them working as your business processes evolve, and stay fully accountable for them in production. That is the difference between a managed service and a tool you have to operate.
Yes. Your data stays where it lives. Your CRM, inbox, tools, and data never move. Agents reach into those systems through credentials you control and can revoke at any time. They take only the specific action the workflow calls for, and log every step in an audit trail. The workflow logic and the agent runtime are inside a secure hosted environment with least-privilege access, encryption in transit and at rest, and full logging on every run. Your data is never used to train AI models, ours or anyone else's. You own everything that runs through the system.
Not when they’re built correctly.
Every Marshal agent is grounded in your rules, your policies, your tone, and your success criteria. Anything involving judgment or brand-sensitive output passes through a human approval gate. You keep control of how your business sounds and what leaves the door.
Yes. AI visibility is one of the jobs a Marshal agent does, alongside sales, support, operations, and finance.
Our AI visibility agent keeps your business cited and recommended inside AI answers and it monitors and updates that presence on a cycle.
GEO remains a core speciality. We now run it as a managed agent like any other workload, rather than a separate service you have to manage.
Join hundreds of small businesses operating at machine speed with agents on the job.
Why ambitious teams choose Marshal
Explore more customer stories →“Marshal rewired the way AI sees us. We’re living at the top of ChatGPT’s answers, our content gets name checked by Claude, and customers arrive on our site already trusting us. All delivered from our marketing agents in under three weeks.”
Read story →“What stands out is Marshal’s technical approach to automation. They’ve got this down to a science and have been a rock-solid partner.”
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