# Modern.ai: the Company Brain for ecommerce The Modern Business Operating System. Run by agents. Powered by your company's Brain. ## The Modern Business Operating System . Run by agents. Powered by your company's new Brain. Modern syncs every tool, channel, and conversation your business runs on into one secure Company Brain. It learns from every action it can see, every day. And when someone leaves, the knowledge stays. ## Ten millennia of organizing humans. One vertical year. Agent-level intelligence is a vertical takeoff in how work gets organized. This future arrives with or without us. We intend to lead it. - Tribes & agriculture - City-states & guilds - Joint-stock company 1602 - Industrial management 1911 - Software & the internet 1995 ## Ask your business anything. Get receipts. ## Your company is getting a brain . Sales history sits in Shopify. Email sits in Klaviyo. Ad history expires on Meta and TikTok. The Brain pulls all of it into one place you own, structures it, and holds on to it. A company that remembers can finally learn. ## It learns every single day. Every action it can see and every doc you feed it becomes org-wide context. It is smarter today than it was yesterday. ### When people leave, knowledge stays Every campaign, decision, and lesson your team ever ran lives in the Brain. Offboarding stops being a lobotomy. ### Multi-tenant by design Tenant isolation, role-based access, encrypted at rest. Built for companies with permissions, not a personal notebook. ### Stored forever on Pro and Enterprise Ad platforms expire your history. The Brain keeps all of it, forever. The record of where your money went stays with you. ## Any model, one Brain . Use Modern's managed agents, or connect Claude, ChatGPT, Gemini, or any model to your Brain through MCP. One key. An agent without your company's knowledge is an intern on day one. An agent on your Brain has been here for years. "It depends on many factors..." "CAC rose 46% on TikTok CPMs. Shift $8K/wk to winback. Draft ready." ## An org chart of agents. Reporting to you. Fleet Command staffs your Brain with a fleet of agents on premade workflows. Some save you time. Some save you money. Together they make you more of it. ### Growth agent Watches spend, pacing, and creative fatigue across every channel. Drafts the fix. ### Retention agent Tracks cohorts and subscriptions, flags churn risk, drafts the win-back before you ask. ### Ops agent Days of cover, reorder points, dead stock. Briefs ops before the stockout, not after. ### Finance agent Contribution, cash, and margin anomalies reconciled daily with receipts attached. ### Reporting agent Builds the weekly report, the QBR, and the board update from the Brain. No decks by hand. ## Every source that runs the business, structured into one layer. ### + 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. ### Custom integrations Need a source we do not list yet? We build custom connectors, including ERP, OMS, and 3PL systems, on Enterprise plans. ## Your company has no memory of its own. 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. 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. ### 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, agency, or specialist. 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. ## 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. ### True year over year Compare any window against the same window last year, or two years back, because the history is actually there. ### Lifetime cohort tracking Follow customer cohorts and real LTV across years, not the short lookback a platform hands you. ### Attribution that survives change Switch platforms, agencies, or tools, and absorb the next privacy or retention cut, and the reconciled record stays intact. ### 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. ## If you lose the account, you do not lose the data. Lose access to an ad account, get banned off a platform, or have records wiped by a rogue employee or a breach, and the history that runs your business is usually gone. Modern keeps a structured, secure, continuously synced copy off-platform. Your record of truth survives the account. Peace-of-mind redundancy: the business keeps its memory when a single login goes away. ### Account lost or banned Platform suspension or a closed ad account no longer erases your history. ### Rogue employee or offboarding Someone deletes or walks off with data. The reconciled copy stays intact. ### Breach or accidental wipe A hack or a bad migration on a source platform does not reach the off-platform copy. ## Agents run on the memory you give them. A short, capped history makes shallow agents. A long, clean, congruent record makes sharper ones. Modern is the memory layer they run on. ### 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. ## 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. ### Connect Shopify, ads, lifecycle, marketplace, and finance, connected once. ### Structure Modern reconciles every source into one layer, stored forever. ### Answer MCP and Terminal query that structured data with Claude and approved clients. ### Monitor Radar turns data movement into daily operator signals. ### Act Vendor Connect routes the diagnosed problem to the right partner. ## 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. ### Connect. Plug in Shopify, ad platforms, email, Amazon. Under 30 minutes. No engineers needed. ### Add context. Calendar, goals, costs, custom revenue. So AI sees the story behind the numbers. ### See it unified. Every report live, every metric defined. Numbers you can trace to source. ### Use it everywhere. Dashboard, agents, chat, your AI tools. Wherever you make decisions. ## 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 12 months of history free, or your full history on AI Pro and above. ## Your data should work inside the AI tools you already use. Modern.ai gives every brand its own MCP key and org-scoped endpoint so approved AI clients can query your structured ecommerce data directly. No CSV copy paste. No context stuffing. No analyst acting as the API. ### Your own scoped connection Every request runs under your own API key, in a session scoped to your org, so a query can only ever reach your data. One key to issue, rotate, or revoke. ### Published limits, not rate-limit roulette Your key gets 60 requests a minute plus a monthly query allowance, both stated up front. You size an agent run against a number instead of finding the ceiling mid-task. ### Built for agent-scale work Long-running, high-volume agent workloads run inside those limits. As AI does more of the work, your throughput is a moat, not a bottleneck. ## 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 the PDP: conversion blockers, copy, layout, and offer, for brands and the agencies running them. ### New specialists ship regularly Every one runs on the same structured, source-backed data layer. ## 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. ## Set the targets. Log the context the data can not 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. ## One platform for the reports your teams argue about. Advertising, attribution, cohorts, contribution, marketplaces, and creator performance, all reconciled to the same structured source. + PROFIT & LOSS, CONTRIBUTION, AND MORE, ALL FROM THE SAME SOURCE ## 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. ### Agencies Unify client reporting and operator signals across every account. ### Brands Know what is true before the next growth decision, no data team required. ### Vendor Connect Route identified problems to partners who can fix them. ### Investors Source backed diligence and monitoring before and after the check. ## Pick your tier. Pay for the work Modern does. The monthly fee buys the orchestration: the workflows, the agents, and the engineering that turn your data into outcomes. Storage and agent credits are metered separately, above what your tier includes. Your history is never deleted and there is no cliff. Free reporting stays free forever. - ✓ 12 months of reporting history - ✓ Unified ecommerce dashboards - ✓ Unlimited integrations - ✓ Unlimited team members - ✓ Channel, profit, and cohort reporting - ✓ Everything in Free Reporting - ✓ AI enablement: Terminal - ✓ Access to Agent Fleet - ✓ 1,000 agent credits + 25 GB Brain storage included - ✓ 36-month lookback - ✓ Radar operator signals - ✓ Source-backed answers - ✓ Everything in Starter - ✓ Company Brain: permanent institutional memory - ✓ MCP access - ✓ Access to Agent Fleet - ✓ 5,000 agent credits + 100 GB Brain storage included - ✓ Unlimited lookback and integrations - ✓ Slack support - ✓ Everything in Pro - ✓ Access to Agent Fleet - ✓ 20,000 agent credits + 500 GB Brain storage included - ✓ Unlimited lookback and integrations - ✓ SSO, roles, and governance - ✓ Custom integrations, including ERP - ✓ Slack support and dedicated success manager ### Usage: data stored Beyond your included storage, $1.00 per GB per month. Your Brain keeps everything, forever. Growing memory is the point. ### Usage: agent credits Your credits refresh every month. More credits come with moving up a tier. Claude-managed agents with model selection today, inter-model soon, MCP now. ### Modern LLM. A model built for your business. Data sovereignty for companies that do not want to hand their business to frontier labs. Focused on business function: commerce, marketing, ops, finance. Less of the breadth you never ask about. ### 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 connects to most banks. 13-week cash flow forecasting. Lending readiness and more. ## Questions teams ask before switching. ## Move at the speed of ai . Start with free reporting. Add the AI operating layer when you are ready. The AI operating layer for ecommerce growth. Structured data for every team and every AI you use. ## Page links - [Brands](brands.html) - [Agencies](agencies.html) - [Vendor Connect](vendor-connect.html) - [Investors](investors.html) - [MCP](mcp.html) - [Pricing](pricing.html) - [Modern LLM SOON](modern-llm.html) - [Roadmap](roadmap.html) - [Login](https://platform.modern.ai/sign-in) - [Sign up](https://platform.modern.ai/sign-up) - [Bring your Brain online](https://platform.modern.ai/sign-up) - [ai Modern LLM, coming soon →](modern-llm.html) - [Get the Truth Now](https://platform.modern.ai/sign-up) - [MCP setup guide →](mcp.html) - [Agencies Unify client reporting and operator signals across every account. EXPLORE →](agencies.html) - [Brands Know what is true before the next growth decision, no data team required. EXPLORE →](brands.html) - [Vendor Connect Route identified problems to partners who can fix them. EXPLORE →](vendor-connect.html) - [Investors Source backed diligence and monitoring before and after the check. 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