Modern Operating System

Simplifying ai enablement.

Modern.ai connects and structures the data behind your business so every team, tool, and AI can act on what is true. The more data you connect and store, the more accurately Modern surfaces the right signal and routes it to the right person. With that source of truth in place, agents can do real work on top of it: running reports, tracking goals, and taking the next step with context they can trust.

Start Free NowSee the OS in action 
Own your data, stored forever Shopify, ads, lifecycle, marketplace, finance MCP for Claude, ChatGPT, Cursor, and more Radar signals for operators
platform.modern.ai
Modern.ai Insights dashboard
$0M
In annual GMV tracked across the network, powering AI insights and agents
135+
Brands on Modern and growing
0+
Connections live today, and growing
30+ CONNECTIONS  ·  AND GROWING  ·  MORE EVERY MONTH

Every source that runs the business, structured into one layer.

Shopify
Shopify
Amazon
Amazon
Meta
Meta
Google Ads
Google Ads
TikTok
TikTok
Klaviyo
Klaviyo
Pinterest
Pinterest
Snapchat
Snapchat
X (Twitter)
X (Twitter)
LinkedIn
LinkedIn
Bing
Bing
Reddit
Reddit
Taboola
Taboola
Outbrain
Outbrain
MNTN
MNTN
AppLovin
AppLovin
ShipStation
ShipStation
Gorgias
Gorgias
+
Manual upload
For wholesale, retail POS, pop-ups, Faire payouts, anything without an API. Drop it in once or sync on a schedule. Same dashboards, same agents, same context layer.
ANY SOURCE
Custom integrations
Need a source we do not list yet? We build custom connectors, including ERP, OMS, and 3PL systems, on Agency and Enterprise plans.
AGENCY & ENTERPRISE
01  //  THE PROBLEM

Ecommerce teams do not have an ai problem. They have a data truth problem.

Every report starts the same way. Log into Shopify. Then Meta. Then TikTok, Amazon, Google, Klaviyo, the 3PL, the bank, and a dozen more. Export each one. Paste it into a sheet. Reconcile the numbers that do not match. Days later you have an answer, and you still are not sure it is right.

TODAY: THE LOGIN MARATHON
30+ tools, one report, every week
Shopify
SIGN IN
Meta Ads
SIGN IN
TikTok
SIGN IN
Amazon
SIGN IN
Google Ads
SIGN IN
Klaviyo
SIGN IN
Pinterest
SIGN IN
AppLovin
SIGN IN
Snapchat
SIGN IN
Shopify
SIGN IN
Meta Ads
SIGN IN
TikTok
SIGN IN
Amazon
SIGN IN
Google Ads
SIGN IN
Klaviyo
SIGN IN
Pinterest
SIGN IN
AppLovin
SIGN IN
Snapchat
SIGN IN
Gorgias
SIGN IN
Reddit
SIGN IN
X Ads
SIGN IN
Microsoft
SIGN IN
Outbrain
SIGN IN
Taboola
SIGN IN
MNTN
SIGN IN
LinkedIn
SIGN IN
ShipStation
SIGN IN
Everflow
SIGN IN
Gorgias
SIGN IN
Reddit
SIGN IN
X Ads
SIGN IN
Microsoft
SIGN IN
Outbrain
SIGN IN
Taboola
SIGN IN
MNTN
SIGN IN
LinkedIn
SIGN IN
ShipStation
SIGN IN
Everflow
SIGN IN
30+
tools to log into, export, and reconcile before a single number is trusted.
Days
between a question and a clean answer. By then the operator window has moved.
3
dashboards, three different answers. Nobody can say which one is true.
WHAT IT COSTS YOU
Dashboards disagree
Shopify says one thing. Meta says another. Finance closes the month with a third answer. You waste the meeting arguing about whose number is right.
AI cannot see the business
Generic LLMs summarize exports. They cannot answer from live, structured context until someone builds the data layer underneath them first.
Reporting is too slow
By the time the exports are cleaned and reconciled, the window to act has already closed. You are reporting history, not running the business.
Actions are disconnected
The same signal that surfaces a problem should route the next move, vendor, lender, agency, or investor. Instead it dies in a spreadsheet.

This is not an AI problem. It is a data truth problem. Modern fixes the layer underneath, so a dozen logins become one structured record, and your team and every AI you use read from the same set of numbers.

OWN YOUR DATA

Your platforms forget. Modern remembers.

The granular, daily-level history that agents and attribution actually need rolls off fast, and the windows got shorter in 2026. Google and Meta both cut their granular retention this year. The platforms are giving you less history, not more.

Modern connects every source, reconciles it into one structured record, and keeps all of it. Permanently.

HISTORY RETAINED
usable daily-level data
3 yrs+  ←  today
AppLovin
≈ 45 days
rolling 45-day granular window
TikTok Affiliate
≈ 6 mo
affiliate performance kept ~6 months
TikTok Shop
≈ 24 mo
Meta Ads
37 mo
key breakdowns cut to 13 mo, Jan 2026
Google Ads
37 mo
down from 11 yrs, cut Jun 2026
Modern.ai
Forever
Permanent. Kept forever.

Granular history is the fuel for agents, and the platforms keep shrinking it. The longest, cleanest record wins.

Your data asset grows. Theirs resets.

On every platform your usable history is capped and rolls off on their schedule. On Modern it compounds, month over month, into an asset you actually own.

forever362412months of queryable historyModern queryable historyplatform retention cutplatform usable history, cappedmonth 1today
WHAT PERMANENT MEMORY UNLOCKS
01
True year over year
Compare any window against the same window last year, or two years back, because the history is actually there.
02
Lifetime cohort tracking
Follow customer cohorts and real LTV across years, not the short lookback a platform hands you.
03
Attribution that survives change
Switch platforms, agencies, or tools, and absorb the next privacy or retention cut, and the reconciled record stays intact.
04
One queryable source of truth
Every source reconciled into one structured store your team and your agents can query in plain language, years from now.
Windows reflect granular, daily-level reporting retention and are tightening in 2026 (Google, June 1; Meta, Jan 12). Coarse aggregates may persist longer. Figures current as of 2026.
Modern Data InsuranceOFF-PLATFORM GUARANTEE
Leaking now1,847 MB leaked today

Who actually owns your data?

Data is the fuel for AI. You spend millions generating it — and almost none of it is stored anywhere you control. It lives on Meta, TikTok, and Amazon, on a deletion clock you don't set.

Your performance data is on a deletion clock
Meta
~28d
$1.4M spent · data held by Meta
granular keptthen gone
TikTok Shop
~30d
$620K spent · data held by TikTok
granular keptthen gone
Amazon
~65d
$890K spent · data held by Amazon
granular keptthen gone
Google Ads
~60d
$740K spent · data held by Google
granular keptthen gone

A permanent copy you own and control today? None of it.

Granular reporting windows are tightening in 2026 (Google, June 1; Meta, Jan 12). Coarse aggregates may persist longer. Spend figures illustrative.
THE FIX

If you lose the account,
you don't lose the data.

Modern keeps a structured, secure, continuously synced copy of your commerce data off-platform. Bans, breaches, and bad migrations can't touch it. Your record of truth survives the account.

Continuously synced
Encrypted at rest
Off-platform
Owned by you
Account lost or banned
✓ PROTECTED
Platform suspension or a closed ad account no longer erases your history.
Rogue employee or offboarding
✓ PROTECTED
Someone deletes or walks off with data. The reconciled copy stays intact.
Breach or accidental wipe
✓ PROTECTED
A hack or a bad migration can't take out the off-platform record of truth.
THE OTHER OPTION

Or build it yourself.

A data repo, APIs into every platform, a warehouse to hold it, and a security program to lock it down. That's a team and an infrastructure bill that never stops — and the integrations break the week you ship them.

BUILD IT IN-HOUSE
Data engineering (1–2 FTE)$280K
API integrations + upkeep$110K
Warehouse + storage$55K
Security & compliance$85K
Fully loaded$530K+/yr
And the build is never done. Every platform API changes, and the breakage is your team's problem.
MODERN DATA INSURANCE
Connected in 5 minutesINCLUDED
Every integration, maintainedINCLUDED
Encrypted, off-platform, ownedINCLUDED
Security & compliance handledINCLUDED
Starts at$99/mo
≈ $528K saved every year · ~99% less
Illustrative US-loaded costs: data engineering, pipeline upkeep, cloud warehouse/storage, and a security/compliance program. Your actual in-house cost varies.
Peace-of-mind redundancy.
The business keeps its memory no matter what happens to any one login. Free to start — connect in five minutes.
Protect your data →
THE MEMORY LAYER FOR WHAT IS NEXT

Agents are only as good as the memory they run on. A short, capped history makes shallow agents. The longest, cleanest, most congruent record makes the smartest ones. Modern is the memory layer they run on.

The next decade of commerce gets run by agents, and data is their fuel. The brands that win are the ones whose data is already structured, owned, and ready to act on. Start compounding it now, while everyone else is still cleaning spreadsheets.

Structured today
Every source reconciled into clean entities agents can reason over now, not after a migration.
Owned forever
Kept off-platform and permanent, so the history compounds instead of rolling off on someone else's schedule.
Agent-ready by default
Exposed through your own MCP server, so whatever model comes next plugs straight into the truth.
140+
ecommerce brands
9B+
data points reconciled
30+
connections, and growing
Forever
history queryable
02  //  THE modern.ai OS

One structured layer for reporting, AI access, signals, and action.

Connect once, structure everything, and the same source-backed layer powers answers, signals, and action.

01
Connect
Shopify, ads, lifecycle, marketplace, and finance, connected once.
02
Structure
Modern reconciles every source into one layer, stored forever.
03
Answer
MCP and Terminal query that structured data with Claude and approved clients.
04
Monitor
Radar turns data movement into daily operator signals.
05
Act
Vendor Connect routes the diagnosed problem to the right partner.

FINANCE JOINS THE SAME FLOW NEXT

GETTING STARTED

Live in under 30 minutes.

Connect your data, add the context AI needs, and use it inside the platform, the agents, and the AI tools you already work with.

01  ·  CONNECT

Connect.

Plug in Shopify, ad platforms, email, Amazon. Under 30 minutes. Zero engineers.

02  ·  ADD CONTEXT

Add context.

Calendar, goals, costs, custom revenue. So AI sees the story behind the numbers.

03  ·  SEE IT UNIFIED

See it unified.

Every report live, every metric defined. Real numbers, no manipulation.

04  ·  USE IT EVERYWHERE

Use it everywhere.

Dashboard, agents, chat, your AI tools. Wherever you make decisions.

Zero engineersNo data warehouseLive data, fresh in minutes
03  //  REPORTING

Start with the truth.

Modern.ai gives ecommerce teams one clean reporting layer, with no new AI tool required. Connect your sources, structure them once, and keep your full history in one place that never rolls off.

Shopify, Amazon, TikTok Shop, Meta, Google, email, and your own data warehouse.
Orders, attribution, cohorts, goals, pacing, contribution, and marketplace reporting.
The same structured data powers AI agents and answers when you are ready for them.
Free reporting. No credit card required.
Modern.ai Insights dashboard
04  //  MCP

Your data should work inside the AI tools you already use.

Modern.ai gives every brand its own dedicated MCP server so approved AI clients can query your structured ecommerce data directly. No CSV copy paste. No context stuffing. No analyst acting as the API.

Connect it in 2 minutes
Claude
Claude
$ why did blended ROAS move last week?
ChatGPT
ChatGPT
$ which SKU cohorts retain better?
Gemini
Gemini
$ generate a growth brief from source-backed data.
Any MCP client
$ connect any client your team approves.

The advantage is not just access. Modern structures the data first, so AI gets cleaner entities, longer history, source context, and fresher answers than a raw connector can provide, at much faster speeds.

A DEDICATED SERVER FOR EVERY BRAND
Your data, isolated by default
Every query is scoped to your organizations and validated against your live memberships before a row is returned. A key can only ever reach the brands you belong to.
Built for agent-scale querying
Structured marts answer in one call what a raw connector needs dozens of round-trips to assemble, so an agent finishes the task instead of stalling partway through it.
Built for agent-scale work
Long-running, high-volume agent workloads run without backing off. As AI does more of the work, your throughput is a moat, not a bottleneck, for operators, agencies, and investors alike.
Modern.ai AI Agents
05  //  TERMINAL

A terminal for operators, powered by Claude.

Use credits to run deeper business questions, generate source-backed briefs, investigate signals, and prepare action plans from the same Modern data layer.

Powered by Claude at launch.
Alternate model options coming soon.
Credit based usage for Pro and Enterprise.
Answers carry the evidence, not just a number.
TERMINAL AGENTS

Specialist agents for the work that needs more than an answer.

Auto routes each question to the right specialist, or pick one yourself. Each agent runs deep, multi-step analysis on your structured data, not a one-line lookup.

Auto
Picks the right specialist for your question automatically, so you can just ask in plain language.
Lifecycle
Email and SMS deep-dives across flows and campaigns, tied back to retention and revenue contribution.
Advertising
Spend, ROAS, and creative performance across platforms, with concrete reallocation recommendations.
Finance
Contribution, cash, and lending-readiness analysis on your connected financial data and Plaid feeds.
CRO
Share any product page and the CRO agent audits and optimizes the PDP, conversion blockers, copy, layout, and offer, for brands and the agencies running them.
MORE AGENTS
New specialists ship regularly, and every one runs on the same structured, source-backed data layer.
06  //  RADAR

Daily signals for what changed, why it matters, and what to do next.

Radar watches the business for operator signals across growth, retention, customer service, inventory, and finance readiness, and turns data movement into a daily brief with evidence and recommended next steps.

Modern.ai Radar signals
GOALS & CALENDAR

Set the targets. Log the context the data can't see.

Goals track net sales, spend, MER, and CAC against plan, daily and by channel, so the whole team paces to the same numbers. The calendar captures what a dashboard never knows, promos, launches, holidays, downtime, stockouts and restocks, then feeds that context to Radar and Terminal so every signal is explained by what actually happened.

REAL-TIME GOAL TRACKING
Daily pacing on net sales, spend, MER, and CAC, by channel and platform, with budget-adjustment alerts before a target slips.
Goal tracking and daily pacing
THE BRAND CALENDAR
Log promos, launches, holidays, downtime, and stockouts as a team. Modern reads it to explain moves and recommend promo timing.
Brand calendar of events
EVERY REPORT, ONE SOURCE

One platform for the reports your teams argue about.

Advertising, attribution, cohorts, contribution, marketplaces, and creator performance, all reconciled to the same structured source.

ADVERTISING
Advertising report
ATTRIBUTION
Attribution report
COHORT ANALYSIS
Cohort analysis
PROFIT & LOSS
Profit and loss
AMAZON
Amazon marketplace
TIKTOK AFFILIATE
TikTok affiliate
07  //  SOLUTIONS

Built for every team that needs the truth before the next decision.

Each team gets a focused workflow on the same structured layer. Open the one that fits your job.

08  //  PRICING

Free reporting is the start. ai is the upgrade.

Free reporting forever, no credit card. Upgrade when you want AI agents, unlimited history, and the signals that catch problems before they cost you.

14-day free trial on all paid plans. No credit card required.
TRUSTED BY 140+ COMMERCE BRANDS
FineryIGKOneSizePrimaR+CoRemote& more
FREE REPORTING
$0
Forever free. 12 months of reporting.
12 months of reporting history
Unified ecommerce dashboards
All native integrations
Unlimited team members
Channel, profit, and cohort reporting
Start free →
No credit card. Live in minutes.
ai STARTER
$99/mo
Built for brands under $1M GMV.
Everything in Free Reporting
AI enablement: MCP and Terminal
1,000 agent Terminal credits per month
36-month lookback and data storage
Radar operator signals
Source-backed answers
Start 14-day free trial →
14 days free. Cancel anytime.
MOST POPULAR
ai PRO
$499/mo
Built for $1M to $3M GMV per year.
Everything in Starter
5,000 agent Terminal credits per month
Unlimited lookback and connections
Vendor Connect recommendations
Slack support
Start 14-day free trial →
14 days free. No card to start.
ai ENTERPRISE
From $999/mo
Built for $10M+ GMV per year and agencies.
Everything in Pro
20,000 agent Terminal credits per month
Unlimited lookback and connections
SSO, roles, and governance
Custom integrations, including ERP
Slack support and dedicated success manager
Book a demo
30-min walkthrough on your data.
14-day free trial on all paid plansCancel anytimeSlack support on Pro and Enterprise
OFFICIAL PLATFORM PARTNER
Meta
Meta
BUSINESS PARTNER
Google Cloud
PARTNER
Amazon
Amazon
ADS PARTNER
TikTok
TikTok
MARKETING PARTNER
FINANCE · COMING SOON

Finance is joining the operating layer.

Connect your banks through Plaid, then connect growth performance to contribution, cash, lending readiness, and investor quality signals, all source-backed in the same Modern data layer.

Plaid, connect to most banks13-week cash flow forecastingLending readiness & more
CONNECT THROUGH PLAID
Chase
Bank of America
Wells Fargo
Mercury
Brex
+ more banks
Get finance launch updates
QUESTIONS, ANSWERED

Questions teams ask before switching.

Q
Do I need a data warehouse?
A
No. Modern structures your commerce, media, marketplace, lifecycle, and finance data for you, with no warehouse to build or manage.
Q
How is this better than a raw MCP server?
A
Modern structures the data first, so AI gets clean entities, full history, and source context instead of messy exports stuffed into a prompt.
Q
Can I trust the answers?
A
Every answer is source-backed and carries freshness and confidence, so you can see the evidence behind the number, not a guess.
Q
Will my team actually adopt it?
A
Answers turn into briefs, share links, and source-backed summaries. Enterprise adds governance, roles, and controls for larger teams.

Move at the speed of ai.

Start with free reporting. Add the AI operating layer when you are ready.

Start free reportingSee the OS in action