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Mondian system

The agent, and everything around it. Ready for your team on the first day.

The Mondian agent works inside one system: your data, your decision tools, workflows, automations, an inbox and approvals. Nothing to build or wire together.

Book a demoSee each part
Ask Mondian

Give a goal. Get a decision ready for review.

Ask in plain words. Mondian works from your data, calls your decision tools, and shows what each answer stands on.

Answers you can check

Every answer shows the file, the query and the table it came from.

Evidence flow
Source filesales.csv · version 3
QuerySum units by product
BlockFewest units sold · 10 rows

Why did it change

Ask why a number moved. Mondian breaks the change down by its causes.

Ask Mondian
Why did sales drop last week?

Three causes. Outdoor explains most of the drop.

Outdoor−6.1 pts
Kitchen−1.8 pts
Other−1.1 pts

Asks when a question is unclear

If a question has more than one meaning, Mondian asks first. If your data can't answer, it says so.

Ask Mondian
Which store did best last month?

Best by which measure? Each one gives a different store.

SalesUnits soldGrowth vs. last year

Real code on your data

Mondian writes and runs code on your data, and shows each step.

Ask Mondian
Which products are bought together?
Analysis complete · 2,418,600 receipt lines
Bought togethervs. chance
Wall paint + Paint roller6.2×
Cordless drill + Drill bits5.4×
Screw set + Wall plugs4.8×
Workflows

Run a recurring decision the same way every time.

Describe a decision once. Mondian builds it as a tool, tests it on your past data, and runs it when you choose. The result can go by email to the people you name.

Decisions become tools

Describe a decision once. Mondian builds it as a tool, tests it on your past data, and your agents use it.

Decisions3 live
Reorder stockLive

How much should each store reorder this week?

RulesChecksPast weeksApproved
Weekly promotion reviewLive
Store staffing planTesting

Drafts and sends emails

Mondian writes the email from a decision and sends it to the people you choose.

Email from a decisionExample
ToStore managers, North region
SubjectReorder for week 43 is approved

117 stores, 41,600 units, approved at 07:31. The order file is attached, with the record of each line.

Automations

Know when something needs a decision.

Mondian checks your numbers on a schedule and tells you when one crosses a limit you set.

Watching your data

Mondian checks your numbers on a schedule and tells you when one crosses your limit.

AutomationsExample
Stock cover below 5 daysWatching

Checks every 6 hours · alerts to your Inbox

Limit crossed3 products under 5 days of cover
06:00
Inbox

See what your agent did, and what waits for your approval.

Scheduled reports, alerts and decisions arrive in one place. A decision above your limits waits here for a person.

Scheduled report

Mondian sends a report on the schedule you set, to your Inbox.

InboxExample
Reorder stock · week 4338 stores wait for your approval
Waiting
Low stock coverWeekly report · 6 products under 7 days
Mon
Stock cover below 5 daysAlert · 3 products
06:00
Outputs

Open any number and see how it was calculated.

Describe a dashboard, a report or a table, and Mondian builds it from your data. It updates when new data arrives.

Dashboard from a description

Describe a dashboard. Mondian builds it from your data.

Weekly operations reviewPublished
Units182,400
Stock cover18 days
Units by week

Edit by talking

Ask for a change to a dashboard. Mondian makes it.

Weekly operations reviewExample
Add stock cover by region.
Dashboard updated · 1 block added
North16 days
South21 days

AI column

Add a column that Mondian fills in, row by row, with a reason.

Product reviewExample
ProductActionReason
Patio chair, teakKeepSells every week
Parasol 3 mReviewStock above 20 weeks
Garden hose 25 mKeepSteady in season

Built once, always current

Dashboards, reports and tables update when new data arrives.

sales.csvData synced
What was built from this
Weekly sales by storeUp to date
Regional managers' weeklyUp to date
Product sales, all storesUp to date
7 of 7 blocks updated
Data Hub

Bring your files and connections together.

Mondian maps your data to one set of business terms, and adds information from the web with a link to its source.

One business language

Mondian maps your data to one set of business terms, so every answer uses the same meaning.

Data Hub · MappingExample
pos_export_week43.csv · 9 columns
STR_NOStore
SKUProduct
QTY_SOLDUnits sold
TRX_DTSale date

Information from the web, with sources

Mondian collects information from the web and links each item to its source.

Information from the webExample
Each row links to the page it came from
Patio chair, teakgarden-shop.example
Parasol 3 moutdoor-store.example
Garden hose 25 mhardware-store.example
Models

Use the model you choose. Your decisions stay the same.

Same tool, three modelsExample
Store 12 · garden furniture · week 43
Model AReorder stock410 units
Model BReorder stock410 units
Model CReorder stock410 units
The decision runs as code, outside the model.
  • The model you choose

    Run the Mondian agent on the model your company already uses, or change it when a better one arrives.

  • Decisions run as code

    A decision tool is calculated outside the model, so the result does not change with the model.

  • Your own agent too

    Agents you build call the same decision tools over MCP, whatever model they run on.

Approvals and records

Every decision has a record. You set what needs a person.

Record

What was decided, from which data, under which rules.

Each decision keeps its record: who made it, who approved it, and the data it read.

Decision recordExample
Reorder stock · Garden furniture · week 43
Made by
Mondian agent · Reorder stock
Approved by
Category planner · 07:31
Data
sales_weekly v4 · stock 06:00
Rules
Approval above 500 units per store
Approval

You set the limits.

You set the limits. Inside them, the agent's decision is applied. Above them, it waits for a person to approve.

Ask MondianExample
Approving a new decision tool

Reorder stock is ready and passed every check. Approve it to go live?

Independent review passed
Replayed on the last 12 weeks
Rules held: 3 of 3
Approve and go liveReject

Your data is never used to train models. It is processed in an isolated sandbox and deleted afterwards, or Mondian runs inside your own systems.

Gets better with use

The system grows with your team. Nothing to rebuild.

Reorder stock · versionsExample
v3
Minimum cover raised from 2 to 3 weeksCategory planner · approved 14 Oct
Live
v2
Promotion weeks left out of the baselineData team · approved 2 Sep
v1
Built from your descriptionMondian · approved 18 Aug
  1. 01New decisions

    Add a decision once. Every agent and workflow you allow can use it.

  2. 02Your rules

    Change a limit or a rule in one place. Every decision that uses it follows it.

  3. 03Every change kept

    When your team changes a decision, the change is recorded with it, beside the data and the approval.

See the Mondian system on your data.

A 30-minute call. Bring one decision your team makes; we work it out in Mondian with you.

Book a demoConnect your agent
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