The Business Operating System
BI shows what happened.
ANDI understands why.
The first business operating system. Starting with revenue intelligence that reasons across every department.
The Problem
Drowning in tools.
Starving for insight.
Slow decision-making
Leadership waits for manual reconciliation across systems that were never designed to talk to each other.
Missed signals
Revenue risk hides between tools. A support spike in one system, a usage drop in another, and no one connects the dots until it's too late.
Fragmented truth
Each team has their own version of reality. None of them see the whole picture.
In Action
See what ANDI surfaces.
Real-time intelligence, not static reports. Here's what shows up in your daily briefing.
Revenue Protection
Churn signals converging on three accounts
ANDI detected correlated risk signals across usage, support tickets, and payment patterns, 48 hours before the renewal window.
Growth Intelligence
Expansion opportunity scored and ready
Three departments at Beacon Health adopted the product independently. ANDI connected the dots and flagged the upsell window.
Cross-Functional
Finance variance explained by marketing signal
Q3 forecast variance traced back to a marketing channel shift that sales didn't see. ANDI connected the causal chain across departments.
Executive Briefing
Your daily briefing, written by ANDI
Every morning, ANDI compiles a structured briefing: what changed overnight, what needs attention, and what actions are recommended. No dashboards to interpret. Just clarity.
Who It's For
One platform.
Every function.
Sales & Revenue
Pipeline risk, deal momentum, churn prevention.
“See which deals need attention before the forecast call.”
Finance
Forecast variance, margin pressure, cost signals.
“Understand why the numbers moved, not just that they did.”
Executive
Daily briefing, cross-functional view, strategic signals.
“Start every morning knowing what changed and what to do about it.”
Marketing
Funnel efficiency, channel attribution, pipeline influence.
“Connect campaign spend to revenue outcomes.”
The Breakthrough
Powered by the
Business Concept Model.
At ANDI's core is a proprietary reasoning framework called the Business Concept Model: a structured map of how your company actually operates. Customer health, pipeline momentum, revenue retention, margin pressure, all modeled as living, interconnected concepts. Not flat tables. Not prompt engineering.
Signals, not raw data
ANDI continuously ingests live signals from across your systems: CRM, finance, product, support. It interprets what they mean together. Not batch ETL. Continuous intelligence.
A support ticket spike alone is noise. Combined with declining usage and an upcoming renewal, it becomes a churn signal. ANDI sees the pattern your tools can't.
Business Concept Model reasoning
The Business Concept Model maps every signal to business concepts like churn risk, deal momentum, and expansion readiness, creating a structured understanding of your operations that no LLM can replicate on its own.
LLMs understand language. The Business Concept Model understands the business. That deliberate separation is what makes ANDI trustworthy.
The model that speaks is not the model that reasons
ANDI reasons through the Business Concept Model first, then uses language models only for translation. Structured conclusions become natural language, complete with confidence scores and cited signals behind every recommendation.
This is why ANDI doesn't hallucinate business advice. It reasons first, explains second. Every insight traces back to real signals.
Traditional BI tools visualize the past. AI copilots generate text. ANDI is the first system built to model how a business itself works, and reason across it continuously.
The thesis behind Zamora
Your tools report the past.
ANDI reasons about what's next.
Ready to see the business clearly?
Join the companies replacing dashboards with intelligence.
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