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AI is collapsing the time needed for legal work, forcing law firms to abandon hourly billing before their revenues crater. Pryce is a SaaS tool that uses historical billing data and AI execution logs to help firms price fixed-fee engagements with confidence and protect margins.
- Corporate clients are now explicitly demanding AI discounts on invoices, making the billable hour model unsustainable for firms that adopt efficiency tools
- Law partners fear fixed-fee pricing because they lack data to accurately scope risk and quote rates—Pryce solves this by benchmarking past human hours against actual AI task completion times
- The platform builds lock-in through a proprietary dataset linking task hours to AI execution logs; as firms use it more, their firm-specific margin models become harder to replicate elsewhere