Automated Value and Relational Metric Breakouts
Thousands of hardcoded metrics, zero AI guesswork.
HOW IT WORKS
Why the Math Should Never Be Improvised
Automated Value and Relational Metric Breakouts calculates real, deterministic math across every single value in your dataset including meaningful relationships between columns, before you ever open the platform. AI never touches the calculations. It's used only for ranking, reporting, and categorization, which means every metric is hardcoded, consistent, and identical every time you look at it.
Our heavily optimized engine leaves no stone unturned, effortlessly expanding your dataset's richness to reveal the hidden, impactful connections that manual analysis often misses. The result is a dataset expanded with thousands of new, actionable insights and hidden two-variable relationships. Everything is computed exhaustively rather than cherry-picked by an algorithm, so nothing stays hidden just because AI didn't think to look.
Real Math, Not AI
AI never generates the metrics themselves, every calculation is hardcoded for consistency, so the same question always returns the same answer with deterministic metrics. AI is only used for ranking, reporting, and categorization, which closes the door on most analysis hallucinations before it ever opens. By the time your data lands in Steeped AI, thousands of calculations are already done, so your time goes straight to exploring what moves your business.
No Stone Left Unturned
Every column value in your dataset runs through multiple calculations, giving you the full picture instead of a handful of insights an algorithm chose to show you. Computing every combination this way gets expensive and slow if you don't build it right, we spent years perfecting the code so it wouldn't be. The payoff: hundreds of hidden insight gems, consistently, for every client, that were always sitting in the data waiting to be found. Nobody thought to ask for them.
Your Data, Fully Expanded
By calculating metrics across every value in your dataset, we expand it into thousands of new, actionable insights you didn't have before. Every meaningful intersection between two columns is calculated automatically too, surfacing hidden relational metrics and aggregations you'd otherwise never think to build. Steeped AI expands your dataset into thousands of potential insights, giving you far more analytical depth than the original data alone. Your dataset doesn't just get analyzed, it gets bigger.
USE CASES
How Automated Metric Breakouts Solve Problems
Checking whether a result holds up across every segment, region, and time period by hand means either picking a few breakouts to check or spending days on cross-tabs. Below are real examples of teams letting Steeped AI compute every metric combination automatically, from casino yield by table to loan default by cohort, so the one that matters is never the one nobody thought to check.
AI Search Intelligence
See exactly how your brand, product, or industry shows up across nearly 90,000 real AI conversations. Track the sentiment, comparisons, and recommendations shaping decisions as customers ask AI instead of search engines.
Casino Yield
Turn loyalty swipes, bookings, and gaming activity into a map of the resort experience. Uncover which comps and offers drive guest lifetime value and profitability per square foot.
Medical Affairs
Turn MSL field notes, advisory boards, and conference transcripts into cited KOL intelligence. Cross-tab physician specialties with clinical concerns, hallucination-free and compliance-ready.
Solar Rebates
Turn installation, inverter, weather, and rebate data into clean energy intelligence. Prove which rebate structures yield the highest gigawatt-hour returns with research-grade evidence.
Affiliate Conversion
Turn clickstream, affiliate tracking, and transaction logs into conversion intelligence. Map the real path to purchase, find high-intent regional pockets, and prove campaign ROI to partners.
Traffic Integrity
Turn server logs, IP metadata, and detection scores into traffic integrity intelligence. Prove whether a spike is real growth or a bot farm, then hand analytics teams clean benchmark numbers.
Angel Deal Flow
Turn pitch decks, cap tables, and portfolio history into deal intelligence. Normalize inconsistent financials and find which traction signals actually correlate with follow-on rounds.
Competitor Intel
Turn SEC filings, earnings calls, SERP exports, and job postings into one competitive view. Link hiring surges to search share and revenue, with every briefing cited.
Revenue Leakage
Turn payment logs, ERP billing histories, and dispute notes into leakage intelligence. Find which terms and account tiers delay payment, and plug the revenue quietly draining away.
The insights are already in your data.
Ask your data anything. Get real findings ranked by impact, with AI reports your team can present and share on the spot.