How It Works
How Sonar Works
Forward-looking market intelligence, built from public data — refined, correlated, and surfaced with full transparency. Here's how Bimini Sonar™ turns scattered public information into a clear read on conditions for family offices, fund managers, and financial advisors who need answers, not more data.
The Intelligence Pipeline
Three Steps to Clarity
Bimini Sonar™ transforms vast public data into high-conviction market intelligence through a continuous three-step pipeline.
Ingest
The Deep Data Layers (Bimini's network of autonomous ingestion agents) continuously scour public sources. Government inputs include FRED, Fed publications, FOMC minutes, C-SPAN, BLS data, CPI, housing, and labor reports. Market inputs include equities and futures, earnings reports, SEC filings, energy data, academic and institutional research, and open source intelligence (OSINT). All official. All public. From this raw material, Bimini's proprietary detection methodology — Ghost Patterns — surfaces pre-disclosure behavioral anomalies in price, volume, and order flow, presented to you as Advance Indicator Notices — explained in detail below.
Analyze
This is where the AI Correlation Model fuses tactical signals with strategic context — the connection no other platform makes. It links the Advance Indicator Notices surfaced in step one to the broader economic picture, maps the directional relationships between them, and matches current conditions against published models of how institutions like the Federal Reserve have historically responded — anticipating likely policy moves before they're announced. The whole process is shaped by the Recipe, Bimini's proprietary economic framework, turning correlated data into a forward-looking market assessment.
Surface
The result reaches you as the Daily Intelligence Brief — Sonar's core deliverable. Each day's read on conditions is classified as Tailwind (favorable), Headwind (unfavorable), or Crosswind (mixed) — with the highest conviction when independent data streams point the same way. Every assessment carries a full Chain of Logic — the complete reasoning trail behind the call, with the data, correlations, and Advance Indicator Notices that produced it — so the conclusion is never a black box. It's the clarity a family office, fund manager, or financial advisor needs to read the conditions and decide for themselves.
Data Sources
What Sonar Watches
Eight categories of public data, continuously monitored and cross-referenced.
Government Economic Data
Fed, BLS, CPI, FOMC minutes, Beige Book, housing and labor reports.
Market Microstructure
Equities and futures data, real-time price action, volume, and order flow.
Regulatory Filings
SEC 10-K, 10-Q, 8-K filings, Form 4 insider transactions.
Earnings & Corporate Data
Quarterly earnings reports, guidance, and corporate event calendars.
News (Reported and Unreported)
Mainstream financial news and wire services, alongside emerging stories not yet covered by major outlets.
Open Source Intelligence (OSINT)
User-contributed observations, field intel, and crowd-sourced signals.
Academic & Institutional Research
IMF working papers, Fed research publications, university studies — the playbooks institutions follow when responding to economic conditions.
Government Watchdog Groups
Sonar monitors output from financial watchdog organizations that track Wall Street activity — enforcement actions, compliance alerts, and investigative reports that surface misconduct and systemic risk before they reach mainstream coverage.
Understanding the Signal
How to Read Advance Indicator Notices
Advance Indicator Notices (AINs) are tactical confidence indicators — anomalies detected in market microstructure that are consistent with informed positioning ahead of public events. They tell you something is happening. What you make of it depends on the strategic context.
An Advance Indicator Notice is the product-facing name for what Bimini technically calls a Ghost Pattern — the proprietary detection methodology behind every notice. You see "Advance Indicator Notice" in Sonar and the Chain of Logic; "Ghost Pattern" is what it is under the hood.
A red Advance Indicator Notice does not automatically mean "sell." A green one does not automatically mean "buy." The notice tells you when something significant is occurring beneath the surface. Sonar's strategic economic layer — the financial conditions data, the tailwind/headwind/crosswind assessment — tells you what it means.
The Science Behind the Signal
Negative Latency Intelligence™
Every investor has the same experience: you enter a position and it immediately moves against you. The loss compounds before you understand why. The timing always feels wrong — because conventional tools show you what already happened, not what's forming.
Markets move before news breaks. Between the moment informed participants begin positioning and the moment the public event occurs, there is a window — a gap in time where the market's behavior has already changed, but the cause hasn't been announced yet. Bimini calls this the Negative Latency Zone.
Advance Indicator Notices are what Sonar surfaces inside that window. They mark statistically significant anomalies in price, volume, and order flow that are consistent with informed positioning — observable in public market data, but invisible to conventional tools that aren't designed to look for them. These are not trading indicators or recommendations. They are forward-looking signals — surfacing when conditions have historically aligned with favorable outcomes, and when they've aligned with unfavorable ones.
The concept operates at two scales. Tactical negative latency detects short-term anomalies that have historically preceded specific events — earnings surprises, regulatory actions, economic data releases — on daily and weekly horizons. Strategic negative latency assembles scattered government signals — FOMC publications, Fed speeches, regulatory commentary — into a coherent directional picture before the market collectively processes it, operating on quarterly and yearly horizons.
But tactical signals alone aren't enough — they show you the trees without the forest. During 2024–2025, nearly every red Advance Indicator Notice resolved, in hindsight, as a temporary pullback — because the broader market was in a historic productivity rally. The notices correctly detected short-term selling pressure, but without the strategic context, they looked like warnings. With the strategic layer, the same notices revealed temporary pullbacks within a bullish environment. The tactical signal tells you something is happening. The strategic layer tells you what it means.
Advance Indicator Notices provide the tactical timing. Sonar's strategic layer provides the directional context. Together, they answer the question every capital allocator needs answered: is the wind shifting — and which way?
Read the full evidence base. Two decades of peer-reviewed research from Georgia Tech's Scheller College of Business — published in the world's top finance journals — converged independently with Bimini's live-market detection methodology. The white paper documents the convergence and the science behind Negative Latency Intelligence™. Read the white paper →
Red Advance Indicator Notice
Detects anomalous selling pressure or short positioning in the microstructure — consistent with informed participants positioning for downward movement.
Green Advance Indicator Notice
Detects anomalous buying pressure or long positioning in the microstructure — consistent with informed participants positioning for upward movement.
Cascading Advance Indicator Notices
When red Advance Indicator Notices appear simultaneously across all major equity indices (NQ, YM, RTY, ES), this is the highest-conviction tactical signal. Regardless of strategic context, cascading notices have historically preceded significant drawdowns. The Chain of Logic shows the full evidence, the correlations, and the historical outcome data for every prior instance.
This is the signal that Sonar is purpose-built to detect and contextualize — the fusion of tactical urgency with strategic understanding.
The notice tells you when. The economic context tells you what it means. Sonar delivers both.
AI You Can Act On
How We Make AI Trustworthy
AI is only useful if you can defend the output. Three layers separate Bimini Sonar's intelligence from generic AI:
The Recipe
A proprietary economic framing layer applied as a bias to frontier AI. Generic AI sees data points; Bimini sees economic conditions. The Recipe is hidden from end users and cannot be reverse-engineered from outputs alone.
Chain of Logic
Every intelligence verdict comes with a full reasoning trail — exportable, defensible, and built for compliance. Tell your CCO not just what Bimini said, but why.
Grounded in Research
Bimini's detection methodology converges with roughly two decades of peer-reviewed research from Georgia Tech's Scheller College of Business, published in the field's top finance journals. That pre-disclosure behavioral anomalies are real and detectable is established science, not a Bimini hunch. Generic AI improvises; Bimini's approach rests on a published foundation.
Track Record
What We've Built
Aug – Dec 2023
Foundation
AI architecture deployed. First Ghost Pattern discovered. MVP built.
Jan – Dec 2024
Validation
System testing. Predictions published on x.com for validation — including GOOG–NQ correlated ghost pattern detection ahead of a 12% NASDAQ decline.
Jan – Sep 2025
Live Trading
Bimini's founders traded two proprietary funds using Ghost Pattern detection — tactical analysis tools that identify pre-disclosure anomalies in intraday market data. Average ROI of 75% (Jan–Sep 2025). Past performance does not guarantee future results. Ghost Pattern detection later became one layer of the broader Sonar platform, which is built for long-term strategic intelligence — not intraday trading.
Oct – Dec 2025
Scale
Inference infrastructure upgraded. Live monitoring expanded to 104 securities.
30 months of development. Ghost Patterns validated with real capital. Sonar built to put them in strategic context.
The Data Flows. The Intelligence Follows.
See who Bimini Sonar™ is built for — or start a conversation.