"Most financial platforms record your data. We built an engine that comprehends it." — Scott Blandford, CEO and Founder
Next-generation financial data aggregation platform brings true data comprehension to portfolio intelligence across 18,000+ institutions, advancing the industry beyond raw data passthrough to trustworthy portfolio data intelligence.
PRINCETON, NJ, UNITED STATES, November 17, 2025 /EINPresswire.com/ -- Truthifi, the AI-native wealth intelligence platform, today unveiled its next-generation AI Decoding & Rendering Engine — a core infrastructure upgrade that deploys 400+ proprietary semantic decoders to deliver financial data comprehension across 18,000+ institutions. The engine achieves 99.7% investment data accuracy, solving a challenge most investors don't realize exists: the financial data powering their portfolio trackers has historically lacked the contextual understanding needed to interpret transactions correctly, resulting in accuracy rates of 60–80%. Truthifi built the engine to answer a question the industry is ready to address — how accurate investment data changes everything.
The engine performs semantic transaction comprehension — contextual interpretation that distinguishes a stock split from a sale, a dividend reinvestment from a purchase, a fee payment from a trade, and an internal transfer from a withdrawal. This represents a significant leap forward for how financial aggregators work today. Traditional platforms were designed to move data efficiently, and they do — but raw data passthrough without contextual comprehension produces accuracy rates that cap around 60–80%. Truthifi's 400+ decoders, trained over three years on real custodial data from thousands of institutional formats, apply financial transaction classification at scale — understanding not just what happened, but why.
The result is accurate, comparable positions across every account type — 401(k)s, IRAs, taxable brokerage accounts — updated nightly and independent of the delayed or conflicting data that custodians often report. For investors who have asked why their portfolio balance is wrong, the answer is investment account data quality — and the engine was built to solve it. The platform also recovers up to 90 days of lost transaction data when connections fail, so gaps in multi-custodian portfolio tracking never become permanent.
"When a transaction comes in, our decoders don't just log that something happened — they interpret whether it's a corporate action, a rebalancing trade, a fee deduction, or an actual buy or sell. That distinction is the whole game. At 80% accuracy, you don't get 80% of the insights — you get signal pollution that degrades everything downstream. At 99.7%, the data becomes trustworthy, and that's the foundation every other feature is built on," said Scott Blandford, CEO and Founder of Truthifi.
"The Decoding Engine is the data layer that makes everything else possible. When positions are accurate, features like Score, Explore, and the TCO Report can surface real insights instead of inheriting errors. We designed the engine so that every diagnostic — from overlap detection to performance benchmarking — starts from a foundation of trust," said Nathan Knight, CTO of Truthifi.
For investors and advisors relying on traditional portfolio trackers and aggregators, the accuracy gap carries real consequences for portfolio monitoring accuracy. At 60–80% accuracy, every diagnostic built on aggregated data — overlap analysis, concentration alerts, fee detection, performance benchmarking — inherits errors that compound across calculations. Truthifi's financial data comprehension engine feeds trustworthy data into 100+ nightly wellness checks running across $800M+ in monitored assets, enabling wealth management data integration that advisors and investors can act on with confidence.
The platform also improves continuously — patterns learned across the entire user base sharpen data normalization and pricing accuracy for everyone without exposing individual data. Investors and advisors can explore the full platform at Truthifi.
About Truthifi
Truthifi is an AI-native wealth intelligence platform that connects to 18,000+ financial institutions to give investors and advisors a complete, unbiased picture of their financial health. The platform runs 100+ wellness checks nightly, monitoring over $800M+ in assets with bank-grade encryption. Founded in Princeton, NJ, Truthifi serves investors who want clarity, advisors who want distinction, and an industry that needs trust — building the financial intelligence infrastructure for the agentic era. Learn more or check your financial health score.
Connect with Truthifi: LinkedIn: linkedin.com/company/truthifi Website: truthifi.com
Media Contact: Mike Young Truthifi, Inc. +1 609-751-0501 mike@truthifi.com truthifi.com
Truthifi™ and the Truthifi logo are trademarks of Truthifi, Inc. All other trademarks are the property of their respective owners.
Disclaimer: This article is for informational purposes only and does not constitute financial advice. Always consult with a qualified financial advisor before making investment decisions.
Disclaimer: This article is for informational purposes only and does not constitute financial advice. Always consult with a qualified financial advisor before making investment decisions.