Big Data Federation, Inc.

Built on a cutting-edge scientific approach, OdinUltra's fundamental forecasts provide actionable insights on 1,300+ publicly traded US companies, updated daily. Our proprietary models make sense of big data fundamentally, powering strategies across event-driven, long/short, and macro approaches. Here’s a snapshot of significant price movements based on our revenue miss/beat predictions for companies reporting earnings last week – illustrating the impact of OdinUltra’s insights in real-world event-driven strategies. _____________________________________________________ Read the full article here : https://lnkd.in/gJXwS3MY Discover more on: https://lnkd.in/dGN3pU2F #earnings #fundamentals #forecasts #consensus #analysts #revisions #financialAI #bigdatafed #OdinUltra

Developed with cutting-edge scientific techniques, OdinUltra's fundamental forecasts offer actionable insights for more than 1,300 publicly traded US companies, updated daily. Our proprietary models make sense of big data fundamentally, powering strategies across event-driven, long/short, and macro approaches. Below is an overview of notable price movements following our predictions of revenue misses/beats for companies that reported earnings last week – showcasing the impact of OdinUltra’s insights on real-world event-driven strategies. _____________________________________________________ Read the full article here: https://lnkd.in/g6tpPj_3 Discover more on: https://lnkd.in/dGN3pU2F #earnings #fundamentals #forecasts #consensus #analysts #revisions #financialAI #bigdatafed #OdinUltra

Our financial AI machines predict headline inflation to be 2.71% YoY (+/- 0.20%) and core inflation to be 3.03% YoY (+/- 0.16%)?for January 2025. _____________________________________________________ Read the full article here: https://lnkd.in/gwAytcpT Discover more on: https://lnkd.in/dGN3pU2F #inflation #financialAI #OdinUltra #bigdatafed

Built on a cutting-edge scientific approach, OdinUltra's fundamental forecasts provide actionable insights on 1,300+ publicly traded US companies, updated daily. Our proprietary models make sense of big data fundamentally, powering strategies across event-driven, long/short, and macro approaches. Here’s a snapshot of significant price movements based on our revenue miss/beat predictions for companies reporting earnings last week – illustrating the impact of OdinUltra’s insights in real-world event-driven strategies. _____________________________________________________ Read the full article here: https://lnkd.in/gUPQttMA Discover more on: https://lnkd.in/dGN3pU2F #earnings #fundamentals #forecasts #consensus #analysts #revisions #financialAI #bigdatafed #OdinUltra

Built on a cutting-edge scientific approach, OdinUltra's fundamental forecasts provide actionable insights on 1,300+ publicly traded US companies, updated daily. Our proprietary models make sense of big data fundamentally, powering strategies across event-driven, long/short, and macro approaches. Here’s a snapshot of significant price movements based on our revenue miss/beat predictions for companies reporting earnings last week – illustrating the impact of OdinUltra’s insights in real-world event-driven strategies. _____________________________________________________ Read the full article here : https://lnkd.in/gr4VnGCi Discover more on: https://lnkd.in/dGN3pU2F #earnings #fundamentals #forecasts #consensus #analysts #revisions #financialAI #bigdatafed #OdinUltra

What exactly drives the market? Do rising stock prices fuel optimistic consensus estimates, or do glowing estimates light the spark for price momentum? It's a classic chicken-and-egg scenario. To uncover the answer, our first-of-its-kind, groundbreaking study dives into mass data aggregation of point-in-time consensus sales estimates of S&P 500 companies and compares them against the S&P 500 index price action. When analyzing the year-over-year growth for both, a clear verdict emerges — price changes don’t follow the consensus, they drive it. Generally, consensus estimates lag price movements by a quarter, estimates adjust 30-90 days after the market has already moved, as illustrated in the chart below. Wall Street’s sell-side may boast several skilled analysts, but decisions are often based on the aggregation, also known as consensus. In aggregation, sell-side analysts take their fundamental cues from the price itself, not the other way around. Sell-side estimate revisions do not inform investment strategies; instead, they simply reflect price action news.?Independent, forward-thinking forecasts aren’t just an edge — they’re necessary to break away from the herd and stay ahead of the curve. _____________________________________________________ Read the full article here :https://lnkd.in/gPrbKk3F? Discover more on: https://lnkd.in/dGN3pU2F #earnings #fundamentals #forecasts #consensus #analysts #revisions #financialAI?#bigdatafed?#OdinUltra

Our machines forecast a consolidated year-over-year revenue growth of 5.20% (+/- 0.30%) for S&P 500 companies in the fourth quarter of 2024, along with margin expansion. _____________________________________________________ Read the full article here: https://lnkd.in/gx-PBVqg Discover more on: https://lnkd.in/dGN3pU2F #financialAI #earnings #bigdatafed #OdinUltra

For 3Q24, our revenue forecasts demonstrated an average absolute percentage error of 2.9%, outperforming the analysts' consensus error rate of 3.4%. Moreover, our machines showcased remarkable accuracy in predicting revenue beats, achieving an 89% success rate. _____________________________________________________ Read the full article here: https://lnkd.in/gYzJgkzY Discover more on: https://lnkd.in/dGN3pU2F #earnings #financialAI #OdinUltra #bigdatafed

Our financial AI machines predict headline inflation to be 2.90% YoY (+/- 0.20%) and core inflation to be 3.35% YoY (+/- 0.16%)?for December 2024. _____________________________________________________ Read the full article here: https://lnkd.in/gjvsfzf4 Discover more on: https://lnkd.in/dGN3pU2F #inflation #financialAI #OdinUltra #bigdatafed

?? Webinar Recording Now Available: AI-Powered Fundamentals Forecasting Missed the live session? Don’t worry — the recording is now available on-demand! ?? Watch the recording here: https://lnkd.in/gDNRDHzK Kris Woods (Omega Point) and Pouya Taaghol, PhD (Big Data Federation) explored how AI-driven forecasts are transforming earnings preparation. Here’s what we covered: ? Why traditional consensus estimates often miss the mark ? How machine learning uncovers complex market patterns ? Keys to forecast accuracy across sectors and market caps ? Leveraging 1,400+ data sources for smarter earnings prep ? Practical applications for diverse investment strategies Ready to learn more and get started? Reach out to us today! ?? #EarningsSeason #FinancialForecasting #FundamentalForecasting #InvestmentStrategy #AIinFinance