P2P

34 UNLOCKING WORKING CAPITAL: THE LOCKUP EQUATION These improvements directly affect one of the most critical financial metrics in the legal industry: lockup. Lockup represents capital tied up in unbilled work and unpaid invoices. For most firms, it represents several months of revenue sitting in the billing and collections pipeline, and it is one of the largest untapped sources of working capital in the firm. To understand the magnitude, consider a mid-sized firm generating $200 million in annual revenue. Based on industry survey data, average days in accounts receivable for large mid-size firms has historically ranged from 100 to 130 days. At 120 days, roughly $65 million is tied up in outstanding receivables at any given time. Even modest, operationally achievable improvements have significant impact. If earlier billing intervention, more accurate payment predictions, and smarter collections prioritization reduce lockup by just 15%, the firm frees more than $9 million in working capital without bringing in a single new client or opening a single additional matter. It simply reflects converting completed work into cash more efficiently. The financial benefits extend further. Lower lockup strengthens cash predictability, reduces reliance on partner capital contributions or external credit lines, and improves overall financial resilience. When invoices remain outstanding for extended periods, the probability of discounts, disputes, and write- offs increases. Shortening the billing-to-payment cycle preserves more of the value of work already performed -- and realization rates that might otherwise erode are protected. THE FINANCIAL AI FLYWHEEL Over time, these improvements compound. Better predictions lead to earlier intervention. Earlier intervention improves collections outcomes. Improved collections reduce lockup and strengthen working capital. And stronger financial performance produces cleaner, more reliable data -- which feeds back into the AI models, further improving their accuracy. The result is a reinforcing cycle: each improvement strengthens the next. As this flywheel develops, cash flow intelligence begins to influence decisions earlier in the client lifecycle. When firms better understand payment behavior and realization trends at the matter and client level, finance teams can meaningfully contribute to pricing discussions, billing cadence decisions, and risk assessments for new engagements. Financial intelligence stops being a reporting function and starts shaping revenue strategy.

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