ON THE LEDGER
● EVOLV · LOAN ACCOUNTING + CREDIT RISK● 2025 BANKING TECH AWARDS · LOANS CATEGORY WINNER● 2018 · VELOCITY IMPLEMENTATION IN EIGHT WEEKS

Company / Financial technology

SS&C Primatics makes the numbers agree

A loan can tell different stories to risk managers and accountants. SS&C Primatics built EVOLV to bring those stories into the same system.

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The bank’s problem was measured in days. Eight of them, to complete an accounting production cycle. In a published SS&C case study, an unnamed mid-sized lender depended on spreadsheets, manual intervention and disconnected data. It struggled with loan-level fee amortization and charge-off calculations. The arithmetic mattered. So did the machinery surrounding it. After adopting EVOLV, the bank reported completing the cycle in fewer than four days.

THE SHORT VERSION
  • EVOLV connects loan data, risk models, accounting and reporting.
  • Its buyers include banks, credit unions and specialty lenders.
  • The proposition: fewer manual handoffs between finance and risk.

That modest-sounding improvement opens a window onto SS&C Primatics. This is financial technology for the people who must explain what happened to a loan after someone approved it. A borrower sees a repayment schedule. An accountant sees fees, interest and journal entries. A risk manager sees possible losses. Keeping those accounts of the same asset connected is the company’s business.

The business hiding between departments

Founded as Primatics Financial in 2004, the business developed software and services for loan accounting and risk management. Its opportunity became especially clear when banks combined portfolios through acquisitions. Loans arrived with histories, valuations and accounting treatments that had to survive the journey into another institution’s books.

Carlyle backed the company with growth capital in a transaction announced in January 2011. At the time, Primatics’ systems processed nearly $200 billion in commercial and consumer loans. Carlyle’s argument was wonderfully concrete: enterprise software and managed services could address a market still served by billable hours and spreadsheets. The investment supported broader products and client services.

Jeff Sant, co-founder of Primatics Financial
Behind the decimal places, a founder. Jeff Sant co-founded Primatics Financial before its sale to SS&C. Portrait: Chargebee.

SS&C bought Primatics in 2015. The September announcement put the transaction at approximately $122 million on a cash-and-debt-free basis. SS&C’s annual filing subsequently recorded approximately $127.6 million for the stock purchase, plus transaction costs and certain assumed liabilities. These are different disclosed transaction measures. For context, Primatics had reported $51 million in 2014 revenue.

The acquisition gave the specialist a home within a larger financial software company. It also created an easy biographical trap: 1986, frequently attached to the business in directories, is SS&C’s founding year. Primatics’ own story starts eighteen years later.

Follow one loan

EVOLV’s design makes more sense when you follow a record through it. Data enters from source systems. Business rules clean and transform it. An asset-level subledger produces transaction-specific journal entries. Reporting turns the results into disclosures and material that finance teams can examine. SS&C advertises more than 100 customizable accounting reports.

ONE RECORD, CONNECTED WORK
  1. 01
    CaptureValidate the loan data
  2. 02
    CalculateRun models and rules
  3. 03
    AccountPrepare journal entries
  4. 04
    ExplainReport and analyze
The handoffs are the story. A simplified view of EVOLV’s data-to-reporting workflow, rather than a product screenshot.

The reserving module handles another perspective on those assets: the allowance for credit losses. It supports U.S. GAAP and IFRS requirements, portfolio segmentation, scenarios and disclosures. Crucially, institutions can use SS&C’s models, third-party models or models they built themselves. The platform organizes their execution within a controlled process.

That flexibility matters because choosing a model and operating a recurring reporting process are different jobs. Someone must track inputs, preserve data lineage, apply adjustments and explain results. EVOLV Credit adds stress testing and risk analytics. The broader Integrated Finance & Risk Hub connects work across the general ledger, asset-liability management, planning and regulatory reporting.

Eight weeks, one defined job

Velocity Commercial Capital offers a named example. In August 2018, the property lender signed a multi-year agreement for EVOLV. It then managed more than $1 billion in commercial real estate loans and securitized assets. Its requirement was specific: automate the amortization of net deferred fees and costs across loan and securitization portfolios.

“Controlled end-to-end automation from source systems to the general ledger is a key priority for us.”

Mark R. Szczepaniak, Velocity CFO · 2018

By November, SS&C announced that Velocity had gone live after an eight-week implementation. The CFO credited the team’s understanding of the business and complex accounting standards. SS&C also credited the client’s engagement. That second detail deserves attention. A short implementation still involves people making decisions, supplying data and agreeing what the system must do.

8 weeks

Velocity’s reported implementation time in 2018.
A specific deployment, not a promised timetable.

Selling the process around the calculation

Primatics sells to institutions, with delivery options ranging from software as a service to fully outsourced operations. The commercial appeal is recurring: accounting closes, allowance estimates and disclosures return each reporting period. A buyer is choosing both software capabilities and how much operational work to retain.

The competitive field includes Moody’s impairment-accounting products and Wolters Kluwer’s OneSumX. They overlap in credit-loss calculations, reporting and finance-risk integration. EVOLV’s distinctive proposition is the combination of loan-level accounting, reserving and model execution in one workflow. Buyers should compare the particular portfolios and accounting tasks each system supports.

There is a useful distinction inside SS&C’s own catalog. Precision LM handles commercial loan management from the initial request through servicing and disposition. EVOLV concentrates on the accounting and risk processes around portfolios. For a buyer, that distinction keeps the discussion focused: which existing systems will supply records, which calculations will move, and where will the resulting entries go?

Recognition has followed: SS&C reports a 2024 Banking Tech Awards USA win for integration and automation, followed by the 2025 loans category award. Its 2026 annual filing still places EVOLV within banking and lending solutions. The enduring subject is the connection between the books and the risk analysis.

A useful question for the next software demo

The unnamed bank’s shorter cycle makes the same point. Its reported improvement came alongside automated controls and less dependence on separate spreadsheets. The result suggests a practical place to start an automation project: count the reconciliations people perform because their systems cannot communicate.

The transferable lesson is to inspect the handoffs. Ask a vendor to trace one loan from source data through assumptions, calculations, journal entries and disclosures. Then change an assumption. Can the team explain what moved, and why? That exercise exposes more than a polished dashboard.

EVOLV’s breadth makes the most sense when fragmented processes impose real costs. A simpler institution may need less machinery. Integration also depends on usable data, appropriate models and staff who own the results. The software can organize the work; the institution still has to understand it. Primatics’ niche is helping those people spend less time reconciling their versions of the same loan.

Keep following the numbers