Last updated 06-28-2026
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TOGGLE AI
TOGGLE AI now operates as Reflexivity, an institutional investment analysis platform built by Knabble, Inc. The site at toggle.ai redirects to reflexivity.com, where the company positions the product for asset managers, hedge funds, and other professional investors who need research workflows backed by licensed market data rather than generic chat output.
Reflexivity combines explainable analysis with feeds from providers such as S&P Global, LSEG Datastream, Cboe, Nasdaq, Dow Jones, Benzinga, and EDGAR. The platform is designed to surface auditable insights tied to source data, with controls aimed at reducing unsupported answers when information is missing or uncertain.
The product spans six core modules: Deep Research for autonomous code-driven analysis, a proprietary Knowledge Graph for relationship mapping, Portfolio Insights for holdings alerts, Scenario Analysis for historical stress tests, Document Intelligence for filings and transcripts, and Smart Screening across 40,000+ global securities. Platform access and API integration are sold through sales-led demos rather than self-serve checkout.
Leadership includes former Lombard Odier portfolio managers Jan Szilagyi (CEO) and Giuseppe Sette (President), alongside technologists from Kensho and other fintech teams. Backers shown on the site include SoftBank, General Catalyst, Greycroft, MUFG, and Interactive Brokers.
Deep Research agents write and run Python to answer complex financial questions in minutes
Knowledge Graph maps themes, competitors, suppliers, and geographic exposure across companies
Portfolio Insights monitors holdings with 250+ indicators and 1,500+ daily insight signals
Scenario Analysis backtests ideas against 50+ years of market history with Monte Carlo support
Document Intelligence searches SEC filings, earnings transcripts, charts, and uploaded files
Smart Screening filters 40,000+ securities using fundamentals, technicals, and insider data
Bundles institutional-grade data feeds from S&P Global, LSEG, Cboe, and other licensed providers.
Deep Research produces auditable reports with methodology, visualizations, and downloadable code.
Enterprise security positioning includes SOC 2 Type 2, data isolation, and private compute infrastructure.
No public pricing page; teams must contact sales and schedule a demo to evaluate access.
Marketing site targets institutional buyers, so retail investors may find the workflow heavier than consumer research apps.
What is the relationship between Toggle AI and Reflexivity?
Reflexivity is the current brand for TOGGLE AI. Reflexivity states on its website that it is operated by Knabble, Inc. and was formerly known as Toggle AI. Visiting toggle.ai redirects to the Reflexivity site.
Who is Reflexivity built for?
Reflexivity is designed for institutional investors and investment teams, including asset managers and hedge funds. The homepage emphasizes institutional workflows, enterprise security, and sales-led platform or API access.
Does Reflexivity offer public pricing or a free plan?
Reflexivity does not publish plan prices on its marketing site. Both Platform Access and API Integration options direct users to contact sales or request a demo rather than self-serve signup with listed tiers.
What market data sources does Reflexivity use?
Reflexivity lists data from S&P Global, LSEG Datastream, Cboe, Nasdaq, Dow Jones, MT Newswires, Benzinga, Quartr, EDGAR, FRED, World Bank, IMF, and Polymarket. The site states that separate third-party data contracts are not required for included feeds.
What security certifications does Reflexivity provide?
Reflexivity advertises SOC 2 Type 2 compliance, end-to-end encryption, client data isolation, auditable analysis trails, and private infrastructure separated from public consumer AI models.
Can Reflexivity integrate with existing systems?
Yes. Reflexivity offers an API Integration option with RESTful API access, custom model deployment, white-label options, real-time data feeds, and technical support for technology teams.