RevenueMesh

Put AI agents to work across your operation.

Built for real operations

Powering the work
that keeps you running

RevenueMesh agents handle the coordination-heavy work that keeps an operation moving — pricing landings, alerting buyers, scheduling vessels, and clearing paperwork across phone, email, and messaging. They plug into your ERP, WMS, and market feeds to take action, not just send updates.

Landing coordinator

RevenueMesh agent

Buyer alert

New grade-A sardine landing

1

Call vessel

Confirm landing time

2

Export docs

Generate health certificate

3

Email customer

Share ETA and live price

4

Where our agents go to work

Fishing fleets
Ports & terminals
Agri-export
Cold chain
Food processing
Feed mills

Why most AI never reaches the floor

The hard part was never the AI.

It's your operation — the landings, grades, berths, reefers, buyers, and seasons that live in your team's heads and your spreadsheets. Our agents learn it by doing the work alongside your people, until they can run it.

It starts with agents

Not a dashboard. A workforce.

An agent is an AI worker. It doesn't just surface a chart and wait — it makes and executes a specific operational decision, end to end, every time it comes up.

01

Agents do the work

Each agent owns one job — pricing a catch, answering a buyer, watching a reefer — and acts on it autonomously within the limits you set.

02

They learn your operation

Every landing, quote, and shipment makes them sharper at how your business actually makes and loses money.

03

They run where it's messy

Built for real operations — exceptions, missing data, seasonality, and high stakes — not a clean demo on screen.

The platform

Agents need a platform.

Behind every agent is the infrastructure that lets it run safely inside a live business — wired into your systems, watched by your people, getting sharper with every decision.

Workers loading crates of fresh produce onto a truck

Connected to your systems

ERP, WMS, scales, sensors, market feeds, and the spreadsheets your team already lives in.

Guardrails & humans in the loop

Agents propose and act only within limits you set. Every decision is logged, explained, and reversible.

Learns from every decision

Outcomes feed back into the agents, so the system runs sharper with each catch, quote, and shipment.

The agents

Meet the workforce.

We start with the agents that pay for themselves fastest in your operation, then expand. Each one grows revenue, cuts cost, or both — and reports to you.

Grow revenue

Pricing Agent

Agent

Prices every catch, lot, and load to live demand and market conditions — not fixed lists or yesterday's numbers.

Forecast Agent

Agent

Predicts volumes and buyer demand so you fill orders, fill vessels, and stop overcommitting.

Quoting Agent

Agent

Answers buyer enquiries in seconds, follows up, and flags accounts drifting toward churn.

Allocation Agent

Agent

Routes each grade and lot to its highest-value buyer and market to lift realized price per kilo.

Cut waste & cost

Cold-Chain Agent

Agent

Watches temperature and handling across the chain and acts on excursions before product is lost.

Scheduling Agent

Agent

Sequences vessels, berths, and trips to cut idle time and lift utilization of expensive assets.

Maintenance Agent

Agent

Sees equipment failures coming and schedules the fix before downtime stops a processing run.

Docs Agent

Agent

Prepares and clears customs, health certificates, and export paperwork — no more shipments held at the port.

Operation memory

Every shipment makes
the agents sharper

Every call, quote, and landing adds to what your agents know about buyers, vessels, and markets — preferences, terms, reliability, and timing. That persistent memory makes each next decision faster and more accurate, and gives every buyer consistent, exception-free follow-up.

Atlas Seafood

Buyer · Rotterdam

Market
EU / Rotterdam
Volume
12 t / week
Terms
Pays on time

Prefers grade-A sardine, books early in the season, sensitive to ETA changes.

AI agent

Holding 2 t of grade-A sardine for you at last week's price.

Atlas Seafood

Take it — same terms as last week.

Built for your industry

Agents that already speak the language of the water and the cold chain.

Our flagship work is in commercial fishing and agri-export. The same agents extend across connected maritime, agriculture, and food sectors.

Fishing boats moored at the dock at dawn beside stacked shipping containers

Fishing & seafood

From landing to highest-value buyer.

  • Live pricing per grade at landing
  • Cold-chain & spoilage control
  • Match each catch to its best buyer
Container terminal with gantry cranes loading a truck at sunrise

Maritime & port logistics

Less idle time between sea, dock, and warehouse.

  • Vessel & berth scheduling
  • Lower idle and turnaround time
  • Sea–dock–warehouse coordination
Workers loading crates of fresh produce onto a truck

Agriculture & agri-export

The right grade, to the right market, on time.

  • Demand forecasting & allocation
  • Dynamic pricing for export markets
  • Customs & certification, automated
Worker in a hi-vis jacket checking a tablet in a cold-storage warehouse

Food processing & export

More yield off the line, fewer losses.

  • Yield & downtime optimization
  • Cold-chain integrity end to end
  • Smarter inputs & export docs

Deployed in the real world

Built to run a live operation — not a demo.

We deploy into the mess of a working business: exceptions, seasonality, partial data, and real consequences. Here's what that looks like and what agents are built to move.

Workers grading fresh fish and crates of produce on a harbor quayside at golden hour
Flagship deployment · in progress

A fishing & agri-export group

Pricing, cold-chain, and docs agents going live across landing, processing, and export — starting with the decisions that leak the most money first.

24/7

Agents run every shift, every season — not just office hours

Weeks

To a first agent live in your operation, not a year-long project

Every call logged

Full audit trail and human override on every decision

Targets are set against your own baseline and measured with you — no vanity metrics.

Optimized for impact

Built for operations, not demos.

Shaped around your operation

Every agent is built around how your business actually makes and loses money — your grades, your buyers, your seasons.

Works in the mess

Exceptions, missing data, last-minute changes, and partial systems. Agents handle the real world, not the happy path.

You stay in control

Agents act within limits you set. Every decision is explained, logged, and reversible — your people supervise, the agents do the work.

Straight answers

What operators ask before putting agents to work.

If something isn't answered here, ask us directly in the demo. We'd rather over-explain than oversell.

What exactly is an AI agent here?

An AI worker that owns a specific operational job — pricing a catch, answering a buyer, watching a reefer — and acts on it end to end, within the limits you set, every time it comes up.

Will this replace my people?

No. Agents take the repetitive decisions and busywork off your team so they can run the business. Your people set the rules and supervise — the agents do the legwork.

How does it connect to my systems?

Agents plug into your ERP, WMS, scales, sensors, and market feeds — and the spreadsheets and WhatsApp threads your team already uses. You don't replace anything to get started.

Who controls what the agents can do?

You do. Every agent runs inside guardrails you define — price floors, approval thresholds, who gets notified. Every decision is logged and reversible, with human override always available.

Do we need clean, perfect data to start?

No. Agents start with what you have, work around the gaps, and get sharper as they run. Messy, partial data is the normal starting point, not a blocker.

How fast can we see an agent working?

We put a working agent into one high-value decision in weeks, not a year-long platform project — then expand from there once it's proving itself.

See it on your operation

Put AI agents to work in your operation.

Book a demo and we'll show you the first agent running on your kind of operation — pricing, cold-chain, or docs — and map the fastest path to getting it live.

Tell us what you run and we'll arrange a short working session. No deck, no abstract pitch — a real agent on a real operational decision.

  • A working agent on your kind of operation
  • Live in weeks, not a year
  • Your systems, your guardrails

No upfront cost. No obligation. We reply within two business days.