Tiana Stoddart launches BlueLedger to reconcile public-market records

Tiana Stoddart launched BlueLedger from stealth on September 17 with co-founders George Palikaras and Dhirendra Shukla, betting that artificial intelligence can reconcile conflicting public-market records. The New Brunswick-based company is starting paid issuer pilots with backing from MaxWave, though customer names and investment terms remain private, and it plans to sell to legal counsel and market-integrity teams before opening access to retail investors. BlueLedger describes its product as an "evidence layer" for public markets, but the launch announcement attaches no accuracy rates, data-coverage figures or completed investigation results, and does not identify which models it uses.

Tiana Stoddart launches BlueLedger to reconcile public-market records BlueLedger is starting paid issuer pilots with backing from MaxWave, though customer names and investment terms remain private. By RuntimeWire Staff https://runtimewire.com/author/runtimewire-staff · Published Primary source: PR Newswire https://www.prnewswire.com/news-releases/blueledger-emerges-from-stealth-to-strengthen-trust-in-public-markets-302882083.html Why it matters BlueLedger is testing whether AI can turn fragmented securities records into defensible evidence, a valuable role only if its pilots prove accuracy, traceability and trust. Tiana Stoddart launched BlueLedger https://blueledger.ai/?ref=runtimewire from stealth on September 17th with co-founders George Palikaras @palikaras https://twitter.com/palikaras?ref=runtimewire and Dhirendra Shukla, betting that artificial intelligence can help investigators reconstruct what happened when public-market records disagree. The New Brunswick-based BlueLedger is beginning with paid pilots for public-company issuers, according to its launch announcement https://www.prnewswire.com/news-releases/blueledger-emerges-from-stealth-to-strengthen-trust-in-public-markets-302882083.html?ref=runtimewire . BlueLedger also plans to sell to legal counsel and market-integrity teams before opening access to retail investors. According to BlueLedger's launch announcement, Stoddart spent roughly three years tracing records with fellow investors, comparing filings, corporate actions, security identifiers and timelines across systems and jurisdictions. "The information was there, but the complete story was not," Stoddart said. That manual work became the founding premise for BlueLedger: records attached to the same security can conflict, arrive on different schedules or use identifiers that obscure their relationship. BlueLedger says its platform brings those records together, flags discrepancies and preserves the underlying evidence for further investigation. An evidence layer has to show its work BlueLedger describes the product as an "evidence layer" for public markets. The wording matters because the product is entering a field where an unexplained AI output carries little value. Issuers, lawyers and investigators need to see which records produced a finding, how timing differences were handled and where the available material leaves uncertainty. Shukla https://www.prnewswire.com/news-releases/blueledger-emerges-from-stealth-to-strengthen-trust-in-public-markets-302882083.html?ref=runtimewire , BlueLedger's chief science officer, framed the analytical discipline plainly: "A discrepancy is a starting point for investigation, not a conclusion." A system that treats every mismatch as suspicious would create noise and legal risk. Corporate actions settle over time, ownership records can reflect different dates, and securities can accumulate multiple identifiers across jurisdictions. BlueLedger's commercial value will depend on whether it can determine when records are genuinely comparable and retain an audit trail explaining that judgment. The launch does not attach accuracy rates, data-coverage figures or completed investigation results to BlueLedger's claims. BlueLedger also has not identified which models it uses. Paid pilots give BlueLedger a route to establish those measures inside issuer workflows, where the cost of a false conclusion should impose useful discipline on the product. Shukla brings experience on both sides of that problem. He has held the Dr. J. Herbert Smith ACOA Chair at the University of New Brunswick https://www.unb.ca/faculty-staff/directory/j-herbert-smith-centre-tme/shukla-dhirendra.html?ref=runtimewire since 2009, following roles at Nortel Networks and Croda International. His research and teaching cover entrepreneurial finance, corporate governance and venture capital. He also co-founded Gray Wolf Analytics https://blogs.unb.ca/newsroom/2020/08/unb-tme-start-up-disrupts-blockchain-and-cryptocurrency-analytics.php?ref=runtimewire , an AI-based blockchain intelligence venture that emerged from UNB's entrepreneurship center in 2019. Public-company experience brings a credibility test Palikaras gives BlueLedger firsthand experience with the machinery it wants to examine. He founded the metamaterials business that became Meta Materials https://metamaterial.com/about-us/leadership/george-palikaras/?ref=runtimewire through a 2021 reverse merger and Nasdaq listing. Before Meta Materials, he founded the London medical-technology venture MediWise and worked in research at Queen Mary University of London and Wireless Technology Laboratories, which had been associated with Nortel. His public-market record also creates an unavoidable test for a business built around market trust. In June 2024, the U.S. Securities and Exchange Commission charged Palikaras https://www.sec.gov/newsroom/press-releases/2024-77?ref=runtimewire and former Torchlight Energy Resources CEO John Brda with market manipulation, fraud and disclosure violations connected to the transaction that formed Meta Materials. The SEC alleged the pair promoted a short-squeeze narrative before Torchlight raised $137.5 million through an at-the-market stock offering. Those claims are allegations. The case was transferred from New York to the Eastern District of Texas https://law.justia.com/cases/federal/district-courts/new-york/nysdce/1:2024cv04806/623779/39/?ref=runtimewire in November 2024. Palikaras and Brda filed motions to dismiss in January 2025, and the docket set response and reply deadlines for February 28th and March 21st, 2025 https://dockets.justia.com/docket/texas/txedce/4%3A2024cv01048/234501?ref=runtimewire . BlueLedger's product thesis overlaps directly with the questions raised by that history: what records exist, how long they remain available and whether investigators can reconstruct events years later. In an April 17th SEC comment https://www.sec.gov/comments/4-698/4698-754747-2323354.pdf?ref=runtimewire , Palikaras identified himself as a BlueLedger director and co-founder and argued against shortening the Consolidated Audit Trail's data-retention period. He wrote that complex market-manipulation cases often mature over five to 10 years, leaving regulators dependent on fragmented broker-dealer records when consolidated data expires earlier. That filing shows BlueLedger was working on the market-record problem months before its public launch. It also lays out Palikaras's broader bet: storage and reconciliation policy can determine whether regulators retain the evidence required to investigate consequential events. Paid pilots before the retail pitch BlueLedger is taking a business-to-business route first. Issuers have a direct incentive to resolve ownership and corporate-action discrepancies because those records can affect payment entitlements, investor communications and the response to suspected trading irregularities. Counsel and market-integrity teams need the same evidence in a form that can survive scrutiny. BlueLedger has not named its pilot customers, the number of active pilots, pricing or revenue. Those figures will determine whether the launch marks early commercial demand or the beginning of customer discovery. Retail access sits later on the roadmap, after BlueLedger has tested the platform with organizations that control or regularly work with the relevant records. The adjacent market is already populated. ShareIntel https://shareintel.com/what-we-do/?ref=runtimewire aggregates information from reporting entities, broker-dealers and shareholders to help public companies track equity flows and identify unusual trading. Established reconciliation vendors focus heavily on matching transactions and resolving exceptions inside financial institutions. BlueLedger is making a narrower investigative claim. BlueLedger wants to follow a security across filings, identifiers, ownership records and corporate actions, then preserve the evidence connecting a discrepancy to its source. Nasdaq Private Market made a related move on the private-company side in July, when it launched Daq https://www.nasdaqprivatemarket.com/npm-launches-daq-a-platform-built-to-solve-the-private-markets-data-problem/?ref=runtimewire , combining cap tables, valuations, deal terms and source documents in one platform. BlueLedger's backer, MaxWave Capital https://maxwavecapital.com/?ref=runtimewire , argues that the defensible asset will come from domain knowledge, evidence and integration into client workflows rather than an AI model by itself. MaxWave has not disclosed the amount, structure or date of its BlueLedger investment. Stoddart says she is also putting in her own capital. Stoddart is moving from Vancouver to New Brunswick to build BlueLedger, tying its hiring plans to Shukla's base at UNB and the province's Small Business Investor Tax Credit. The relocation gives BlueLedger access to a local pipeline of AI and entrepreneurship talent, while its target customers and records span global capital markets. The immediate job is smaller and measurable: turn three years of manual tracing into a repeatable product, prove that paid pilots can reach defensible findings and show investigators exactly how BlueLedger reached them. In a market-trust business, the evidence behind BlueLedger's own claims will matter as much as the discrepancies it finds.