The AI Business Performance Platform

Transform complexity into clarity.

Ordumo aggregates the data around and inside your business, models it against industry benchmarks, and turns it into clear strategic and operational moves - so you act faster, in the right direction.

Built for mid-market companies · MarCo live today
Ordumo/benchmark · liveRECORDING
Signals in
Search·SEO
GEO
Social
Ad spend
Financials
OOrdumo AImodeling vs peers…
Clarity out · reasoningretrieve · model · rank
SEOCashSalesSkillsReach Σ ƒ
signalsreasoninginsightretrieval + modeling, not a static report
What we find

Every business runs on three forces

Ordumo reads them across your whole company - and finds where each one is leaking.

Revenue
Grow
Uncover the demand, retention and pricing you're leaving on the table - and grow it.
Cost
Reduce
Find the waste, duplication and drag hiding in spend and operations - and cut it.
Productivity
×Multiply
Turn manual, repeated work into AI workflows that run themselves - and compound.
The Signal · business AI

What moved in AI this week

LIVE · refreshed daily

Ordumo watches the market so you don't have to - the model, platform and policy shifts that change how mid-market companies should act.

Model

GPT-5 pricing tiers reorganized

A mid-market discount band lands - a cheaper analysis layer for the work you already run.

2d
Platform

Gemini 3 ships native Sheets agents

Spreadsheet work turns agentic - repeatable ops get faster, with less manual effort.

3d
Model

Claude adds extended thinking

Deeper reasoning for analysis at flat pricing - better answers, same workflows.

4d
Search

AI search referrals overtake classic SEO

Visibility shifts from links to AI citations - GEO becomes a board-level metric.

5d
Spend

Retail media spend climbs double digits

More budget moves on-platform; measurement gaps widen for everyone but the instrumented.

1w
The method

Not opinions - a measured pipeline

Ordumo aggregates the signals, normalizes them to a common standard, models them against peer cohorts, and only then recommends. Every insight is traceable to its source.

01
Aggregate
Public, internal and process signals, pulled into one place.
02
Normalize
Cleaned and standardized so unlike things compare fairly.
03
Model
Scored against peer cohorts and industry baselines.
04
Benchmark
Your position, the gap to best-in-class, what it's worth.
05
Recommend
The next right move - and the AI workflow to run it.
Data
Aggregated
Public market signals and your internal systems, unified into one continuously-updated view.
Science
Modeled
Normalized and benchmarked against real peer cohorts - rigorous, comparable, traceable.
AI
Operational
Agents and AI workflows that execute the fix - reachable from WhatsApp or Telegram via Ordumo MCP.
Expertise
Operator-built
Designed by operators and data scientists, so the output is a decision - not another dashboard.
How Ordumo sees your business

Three layers in. Clarity out.

Ordumo maps your public, internal and process signals - then benchmarks them, finds the gaps, and runs the workflows to close them.

Signals in
Public layer
Internal layer
Process layer
O
benchmark engine
Clarity out
Benchmark
Gaps found
AI workflow
Ordumo MCP · seamless control

Run your company from a chat

No new dashboard to learn. Ask Ordumo on the apps you already use - it answers with the benchmark, the gap and the move, then runs the workflow for you.

WhatsApp Telegram Messenger
Ask in plain language
"How is our marketing doing this week?" - get the benchmark and the gap, instantly.
Approve a fix in a tap
Ordumo proposes the workflow; you reply "go," and the agent executes it.
Stay in the loop
Daily briefs and alerts arrive where you already are - no login, no learning curve.
9:41
O
Ordumo
online
WhatsApp
Under the hood

The AI engineering, done for you

The full data + AI stack, run for you - so you get the outcome, not a build project.

raw signals
structured clarity
Data transformation
Ingest, clean & unify public + internal signals into one model.
RAG & retrieval
Grounded in your real numbers - cited, not hallucinated.
Models & reasoning
Best model per task, scored against peer cohorts.
Workflow orchestration
Agents execute, monitor & feed back - with your approval.

Model-agnostic and secure by design - your data stays yours, and you approve every action.

One OS, four agents

A specialist for every part of the business

Each shares the same engine, shell and data - so a fix in one place is visible everywhere.

M
MarCo ● Live
Marketing
Turns scattered channel data into the next best marketing move.
Q
QuantSage ● Live
Finance
Reads your financials to protect margin, cash and runway.
L
Lumina ● Live
Knowledge
Turns scattered knowledge into a measured, ready capability.
C
Commerza 2027
Commerce
Closes the loop from demand to delivered margin.
The signals we read

Every signal that moves your business

Ordumo reads aggregate signals from the public market and your own systems - no personal or customer data - and turns the noise into one ranked view.

Public market

What the world signals about your category and competitors.

Search & SEOGenerative engines (GEO)Social & influencersNews & PRCommunitiesReviews & ratingsCompetitor adsPricing & promotions

Inside your business

What your own systems already know - unified and benchmarked.

Ad platformsWeb analyticsSales & pipelineFinance & cashInventory & fulfillmentProduct usageDocs & SOPs
FAQ

Questions, answered

Ordumo is an AI Business Performance Platform. It benchmarks how your company performs against peers, uncovers the gaps draining revenue, cost and productivity, and deploys AI workflows to close them.

Tools like ChatGPT - or Claude's Cowork and Small Business workflows - run the task you pick: reconcile the books, chase invoices, draft a campaign. Useful execution layers, but you still have to know what to fix. Ordumo sits above them - it continuously benchmarks your whole business against peers, ranks the gaps by dollar impact, and decides which workflows actually matter, then triggers them on the tools and models you already use (Claude included). Strategy and measurement, not a blank prompt box.

Public market signals such as search, SEO, generative-engine (GEO) answers, social, news, competitor ads and marketplaces - plus your internal systems like ad platforms, analytics, CRM, finance and operations. Everything is aggregated, normalized and benchmarked against peer cohorts.

A first benchmark takes about four weeks. From there the loop runs on a monthly cadence, compounding as it works the highest-value gap next.

Four agents on one platform: MarCo for marketing, QuantSage for finance, Lumina for knowledge, and Commerza for commerce - all sharing the same engine and data.

Yes. Via Ordumo MCP you can ask questions and approve workflows from WhatsApp, Telegram or Messenger - no new dashboard to learn.

Two parts: a one-time benchmark audit that scores your business and ranks the gaps, then a monthly subscription for the AI-workflow optimization that closes them. Fixed scope, billed as one audit plus a monthly subscription.

Get started

Clarity, on demand.

See where your business is leaking revenue, cost and productivity - and let Ordumo close the gaps.

Request access Explore the agents