cc:Monet vs TOGGLE AI

cc:Monet pairs AI bookkeeping with licensed accountants who review and sign off your books for small and medium businesses. You snap receipts or upload bank statements, and the platform extracts data, categorizes transactions, and keeps P&L, balance sheet, and cash flow dashboards current. Corporate tax, GST, payroll, and corporate secretarial work can run through the same account, with workflows tuned for Singapore IRAS and ACRA rules as well as multi-currency documents.

Unlike self-serve accounting software that stops at the ledger, cc:Monet bundles a dedicated accountant, bookkeeper, tax specialist, and customer success manager into the subscription. The AI pipeline handles an estimated 80-90% of document preprocessing, and human reviewers confirm the rest before filings go out. That mix targets owners who want compliant books without building an in-house finance team.

The platform serves F&B operators, clinic groups, manufacturers, and other receipt-heavy SMEs, plus accounting firms that white-label the backend. Bank feeds connect to DBS, OCBC, and UOB, integrations cover Xero and QuickBooks, and iOS and Android apps support capture on the go. A 14-day trial with no credit card is available before monthly or annual accounting plans kick in.

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.