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     S Y N C H R O N I C I T Y   L A B S

Mission

We build ML systems that produce honest uncertainty estimates for macro-financial forecasting. Not point predictions that pretend to know the future — prediction intervals designed to provide statistical coverage properties — the framework on our roadmap.

Our V6 Express system runs 12 forecasting slots across 5 problem types (binary classification, regression, multiclass, clustering, hybrid), each slot designed to be wrapped in conformal prediction to produce calibrated intervals (roadmap; current figures are samples).

Founded By

MacroSynchronicity LabsResearch & EngineeringBuilding ML systems for honest uncertainty estimation in macro-financial forecasting.Full press kit →

Departments

MDRMacroeconomic Data Refinement

LCALiquidity Cycle Analysis

VRAVolatility Risk Assessment

O&DOptics & Design

TSATemporal Signal Analysis

QMDQuantitative Model Development

RPARisk Pattern Assessment

MCIMarket Correlation Intelligence

Stack

ModelsXGBoost, LightGBM, PyTorch MPS, sklearn

ConformalStandardCP, MondrianCP, CQR

DataFRED snapshot (9 series, Mar-2026), derived features

InfraRailway, FastAPI, Next.js

OrchestrationAgentic LLM pipeline (Claude)

Lab Ledger

2026-03FEED SNAPSHOT FREEZESFRED + market snapshot pins at March 2026. Every fed surface carries a SNAPSHOT badge until the refresh job lands.

2026-10-07WAVE N — P1 PROVE-IT-LIVELive proof surfaces, Tier-1 quant endpoints, alerts server close, quota layer, canonical merges.

2026-10-07WAVE O — P2 DIFFERENTIATION (IN PROGRESS)Embeds, press kit, lab ledger, composable tools, gallery distribution, verify blocks, glossary chips, watchlist explore.

Built Sui-First

Rebel Terminal is Sui-first: Neon Key holder tiers, zkLogin sessions, and Kiosk-enforced royalties ship on Sui. All key flows run on SUI TESTNET until the human-authorized mainnet cutover — no real funds move today.Mint a testnet key →GET FREE TESTNET SUI ↗

Your work is mysterious and important.
The numbers mean something.