I've spent the last decade in product intelligence adjacent markets - at Marketo, Demandbase, Pendo, and ZoomInfo. I've been the buyer, the implementer, and the person staring at dashboards at 11pm trying to figure out which accounts are about to churn.
Every tool I used had the same fundamental problem: they showed me charts and expected me to figure out what to do.
I'd log into Amplitude or Pendo, build a retention cohort, notice a dip, then spend another hour cross-referencing with health scores, digging into specific accounts, and manually piecing together a story. By the time I had an answer, the account had already gone dark. Multiply that by 200 accounts across a CS team, and you start to understand why most product analytics investments never deliver on their promise.
So I built Prody.
The problem nobody talks about
Product analytics is a $15 billion market, and the tools in it are genuinely good at what they do. Amplitude builds beautiful charts. Mixpanel has elegant funnels. Pendo delivers great in-app guides. But they all share the same blind spot: they're reactive.
They wait for you to ask the right question. They wait for you to build the right dashboard. They wait for you to notice the problem. And by the time you do, your customer has already made up their mind.
Here's the part nobody talks about: these tools are on the chopping block. Finance teams are auditing software spend, and when they ask "what is this $50K analytics tool actually doing for us?" - most teams can't answer. The ROI is invisible because the tools themselves don't measure whether the actions you took led to outcomes. They just show charts and hope someone looks at them.
For SMB and mid-market B2B companies, this creates a painful reality:
- Nobody can tell you whether the actions they took last month actually worked
- You're paying $30,000-$100,000 a year for tools your team uses to build 5 dashboards
- You find out about churn risk from your VP of Sales, not from your analytics tool
- Your CS team still manually reviews accounts in spreadsheets every Monday
When budget cuts come - and they are coming - companies will be left with two options: go without a tool entirely, or build something in-house on top of a data warehouse. Neither is a good answer. You shouldn't need a six-figure contract or a data engineering team to know which accounts need attention this week.
This is the gap Prody fills.
What Prody does differently
Prody monitors your product 24/7 and tells your team exactly which accounts need attention, why, and what to do about it. Not a dashboard you have to interpret. Not an alert you have to configure. An AI agent that watches your data every night and surfaces the things that matter.
The core of Prody is a closed-loop cycle that no other analytics tool completes:
Detect - Explain - Act - Measure
Detect: Prody runs 21 types of anomaly detection every night. Account activity drops, champions going silent, features breaking, onboarding stalling, health scores declining. It finds these automatically - no threshold configuration, no alert builder, no "set up 47 rules before you see value."
Explain: Every signal comes with an AI-generated explanation. Not just "Account X dropped 40%" but "Account X's activity dropped 40% this week - their power user Jane stopped logging in 5 days ago, and their team hasn't used the export feature since the UI change on March 10th."
Act: Your team reviews signals, investigates with Ask Prody (natural language chat over your data), and takes action. Deploy an in-app nudge. Reach out to the account. Fix the broken feature. Prody records what you did.
Measure: Impact tracking follows every action to its conclusion. Did the account recover? Did the champion come back? Did the nudge work? Prody gives you proof that your team's work matters - not vanity metrics, but actual closed-loop ROI.
Who Prody is for
Prody is built for SMB and mid-market B2B companies - the ones that are stuck between "we need analytics" and "we can't justify $80K/year for Amplitude Enterprise."
If this sounds like you, Prody is probably a fit:
- You have 50-5,000 accounts and a CS team that manually triages
- You're paying for an analytics tool that mostly generates charts nobody looks at
- You want your analytics to tell you what to do, not just show you data
- You care about proving that CS and product actions actually drive outcomes
- You're tired of configuring alerts that either fire too much or not at all
Prody is not trying to replace Amplitude for data-heavy product teams that love building complex cohort analyses. It's for the other 90% of B2B companies who want answers, not another charting tool.
What's under the hood
Prody isn't just signals. When you need the full analytics suite, it's there: path analysis, funnels, retention cohorts, feature adoption, error tracking, event explorer, segments, and saved views. It's the evidence layer behind every signal.
The AI isn't bolted on - it's the foundation. Prody is built on Claude (Anthropic's AI) from day one. The adaptive calibration engine learns from your team's behavior and auto-tunes sensitivity across all 21 signal types. By week four, your signal feed is personalized to what your team actually cares about.
And if you use Claude Desktop, Cursor, or Claude Code, Prody's MCP server gives you 91 tools to query your product data directly from your AI assistant.
Where we are today
Prody is live and free during early access. One script tag to install, and your first signals surface on night one. No credit card. No sales call. No 47-step configuration wizard.
We're a Delaware C-Corp based in Georgia, and I'm building this in the open. The product is real, the data is live, and the closed-loop cycle works today.
If you've ever stared at an analytics dashboard wondering "what should I actually do right now?" - that's the question Prody answers.