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AI AGENTS FOR BUSINESS

Managed agents that deliver finished work.

Marshal is a custom AI agent that owns one stream of work in your business, end to end. Marshal operators build and run it. You get finished work with a receipt for every action.

Founder-led teams use Marshal

RECEIPTS, NOT CLAIMS

Ordinary moments. Finished tasks.

9:04 p.m.

A form fill

Someone wants pricing. Nobody's at a desk. The agent reads the form, checks your CRM, and spots that this company hit your pricing page twice this week. Drafts a reply in your voice with three open slots from your calendar. Cleared to send? It sends. If not, the draft waits in your queue. Either way, no lead sits until morning.

receipt_filedform_input
pricing_visits2
statusreply_sent

MONTH END

The reconciliation

Invoices on one side. Payments on the other. The agent matches every line it can and refuses to guess on the rest. The exceptions come to you: both records side by side, plus the agent's best read on what happened. Four decisions in ten minutes. Not a Saturday lost to the whole list.

receipt_filedrecords_matched
exceptions_raised4
statusawaiting_approval

Monday, 7 a.m.

The support queue

The weekend piled up. The agent sorts it. Answers what your own docs already answer. Drafts replies for the tickets that need a person. Flags the two that read like a customer about to leave. You open a queue of finished drafts, not a wall of raw email.

receipt_filedtickets_triaged
answers_sent15
flagged_for_you2

>>> THE RECEIPT

All activity gets logged & verified.

A work receipt is the record a Marshal agent files for every completed task: the input it started from, the sources it checked, the steps it took, the action it took or the draft it left, where it stopped for a human, and when. It is how you verify the work instead of trusting a dashboard.

RECEIPT   [[run-id]]                                  [[date]]  21:04:12 ETWORKLOAD  inbound lead handlingTASK      reply to pricing requestINPUT     web form: [[first name]], [[company]], "pricing for 12 seats"CHECKED   CRM: existing record, no open deal          site activity: /pricing visited 2x this week          calendar: 3 open slots, Tue/WedDRAFTED   reply in owner voice, 94 words, 3 proposed timesGATE      send outside business hours: ALLOWED (Level 1, granted [[date]])ACTION    sent 21:04:41 ET          CRM: lead status set to "contacted", note addedWAITING   nothing

Grounded in your business, not internet lore

Marshal grounds every task in the information and rules of your company. It retrieves relevant context, identifies the right tools, and adapts as new information appears.

Generic AI cites the internet.

Generic AI answers from the internet's average. Confident, fluent, and wrong about your business often enough to be dangerous.

Marshal knows your systems.

Marshal references data from your CRM, your calendar, your documents, and your rules, and the receipt shows exactly which ones it read. If it is wrong, you can see where. If it is right, you can stop checking.

Context

Before it acts, the agent pulls what it needs from your systems: the customer's history, the open invoice, the last three emails, the doc that answers the question. It works from your records, not from memory.

Rules

Your policies, written down and enforced. Discount limits. Who gets a reply and who gets escalated. What never goes out without a signature. The agent does not interpret your rules generously. It follows them.

Permissions

The agent can touch what its job requires and nothing else. A sales agent cannot read payroll. A support agent cannot issue a refund above the line you set. Access is scoped to the job, not to the company.

Tools

It works inside the stack you already run: your CRM, inbox, calendar, help desk, billing. No migration. No new system of record. If your stack today is a spreadsheet and a shared inbox, that is a fine place to start. Adaptation

Adaptation

Your business changes. Prices move, policies update, an integration ships a breaking change. Marshal engineers retune the agent so it stays correct. You do not maintain it. Nobody on your team learns how.

Built for businesses like yours.

  • Retrieves context
  • Respects access
  • Selects tools
  • Adapts live

Chatbots give you answers.Marshal agents do the work.

Chat interfaces deliver answers, not completed projects. Marshal bridges that gap and gets things done. It understands the business goal, executes complex steps, uses your tools, and learns from what happened. Then it does it again without being reminded.

01/LEAD_CAPTURELead Capture
02/REVENUE_GENRevenue Generation
03/OPS_THROUGHPUTOperational Throughput
01 / LEAD_CAPTURESPEED_TO_LEAD

Speed-to-Lead

Ensures inbound inquiries receive immediate, structured first-touch response.

TYPICAL_FUNCTIONS5 / 5 ACTIVE
  • 01Instant acknowledgmentOK
  • 02Lead source taggingOK
  • 03Priority scoringOK
  • 04Internal owner alertsOK
  • 05First-response draftingOK
01
Lead Capture System
3 workflows15 functions
02
Revenue Generation System
3 workflows15 functions
03
Operational Throughput System
3 workflows15 functions
01/LEAD_CAPTURE

Lead Capture System

Inbound inquiry → scheduled conversation.

  1. 01.1
    Speed-to-Lead
    Ensures inbound inquiries receive immediate, structured first-touch response.
  2. 01.2
    Qualification & Routing
    Evaluates inbound leads and sends them to the right next step.
  3. 01.3
    Booking & Follow-Up
    Moves qualified leads toward scheduled conversations. Nothing slips.
02/REVENUE_GEN

Revenue Generation System

Target the right accounts → reach them ready to talk.

  1. 02.1
    Prospect Identification
    Builds targeted prospect lists from fit criteria: industry, geography, size, title, ICP signals.
  2. 02.2
    Account & Personalization
    Gathers context on accounts and contacts so outbound becomes sharper and easier to execute.
  3. 02.3
    Outbound Execution Support
    Supports outreach at scale. AI drafts, logs, and preps. You focus on conversations.
03/OPS_THROUGHPUT

Operational Throughput System

Keep the business running without the admin tax.

  1. 03.1
    Client Intake & Onboarding
    Standardizes what happens after a client, customer, or project is closed.
  2. 03.2
    Data Sync & Admin Relay
    Moves information between tools and reduces repetitive internal updates.
  3. 03.3
    Reporting & Decision Support
    Assembles recurring summaries and reports from business tools and data sources.

>>> WHAT YOU CAN HAND OFF

Shift your mechanical work over to Marshal.

Tasks that are repetitive, multi-step, manual, and/or data-heavy are perfect for Marshal. If it has a start, a finish, a defined outcome, and is slowing your team down, send it to Marshal.

Work at machine speed withagents on the job.

Reimagine your business with Marshal on the team.