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Arrow Financial Corporation, a bank holding company, provides commercial and consumer banking, and financial products and services. The company's deposit products include demand deposits, interest-bearing checking accounts, savings deposits, time deposits, and other time deposits. Its lending activities comprise commercial loans, such as term loans, time notes, and lines of credit; and commercial real estate loans to finance real estate purchases, refinancing, expansions, and enhancement to commercial properties, as well as commercial construction and land development loans to finance projects. The company's lending activities also include consumer installment loans to finance personal expenditures, personal lines of credit, overdraft protection, and automobile loans; and residential real estate loans, fixed home equity loans, and home equity lines of credit for consumers to finance home improvements, debt consolidation, education, and other uses. In addition, it maintains an indirect lending program. Further, the company provides retirement planning, trust, and estate administration services for individuals, as well as pension, profit-sharing, and employee benefit plan administration services for corporations. Additionally, it offers insurance agency services comprising group health care policies and life insurance, and property and casualty insurance products; and investment advisory services to its proprietary mutual funds, as well as holds a real estate investment trust. It operates in the northeastern region of New York State in Warren, Washington, Saratoga, Essex, Clinton, Rensselaer, Albany, and Schenectady counties. Arrow Financial Corporation was founded in 1851 and is headquartered in Glens Falls, New York.

Interactive Brokers Group, Inc. operates as an automated electronic broker worldwide. The company engages in the execution, clearance, and settlement of trades in stocks, options, futures, foreign exchange instruments, bonds, mutual funds, exchange traded funds (ETFs), precious metals, and cryptocurrencies. It also custodies and services accounts for hedge and mutual funds, ETFs, registered investment advisors, proprietary trading groups, introducing brokers, and individual investors. In addition, the company offers custody, prime brokerage, securities, and margin lending services. It serves institutional and individual customers through electronic exchanges and market centers. The company was founded in 1977 and is headquartered in Greenwich, Connecticut.

MarketAxess Holdings Inc., together with its subsidiaries, operates an electronic trading platform for institutional investor and broker-dealer companies worldwide. The company offers trading technology that provides liquidity access in U.S. high-grade bonds, U.S. high-yield bonds, emerging market debt, eurobonds, municipal bonds, U.S. government bonds, and other fixed-income securities; and executes bond trades between and among institutional investor and broker-dealer clients in an all-to-all anonymous trading environment for corporate bonds through its Open Trading protocols. It also provides trading-related products and services, including composite+ pricing and other market data products to assist clients with trading decisions; auto-execution and other execution services for clients requiring specialized workflow solutions; connectivity solutions that facilitate straight-through processing; and technology services to optimize trading environments. In addition, the company offers various pre-and post-trade services, such as trade matching, trade publication, regulatory transaction reporting, and market and reference data across a range of fixed-income and other products. MarketAxess Holdings Inc. was incorporated in 2000 and is headquartered in New York, New York.

Marlin Business Services Corp. provides credit products and services to small businesses. Its products and services include loans and leases for the acquisition of commercial equipment and working capital loans. The company was founded on August 5, 2003 and is headquartered in Mount Laurel, NJ.