Insurance firms intentionally create friction, like forcing phone calls with long hold times, to discourage hospitals from pursuing all claims. This tactic protects their profits to such an extent that UnitedHealthcare's investors sued when the company tried to make the claims process easier for providers.
Instead of burning investor money on discovering a problem, founders can take a job in their target industry. This "paid research" approach provides deep, first-hand insights and validates pain points, potentially saving years of pivoting and preserving capital for scaling a proven solution.
When selling to hospitals, solutions that directly increase or recover revenue are far more compelling than those that only promise time savings. Hospital buying psychology is geared toward immediate financial impact, and some legacy billing models can even disincentivize adopting efficiency-only tools.
A startup may see itself as a billing solution, but if customers perceive it as an all-purpose "voice automation company," that creates a strategic choice. This market perception, not just the founder's vision, dictates product-market fit and can force a company to redefine its entire strategy and identity.
Hospitals face immense internal friction (compliance, IT security) to approve any new vendor. Once a startup is in, it's far easier to upsell them a broader suite of solutions than for the hospital to onboard a separate point solution. Product expansion becomes a powerful sales and retention strategy.
Incumbent software like Epic often just digitized outdated, paper-based processes, inheriting their inefficiencies and data silos. AI-native companies can ignore this technical and process debt, designing workflows from a clean slate to fundamentally disrupt giants whose products are built on obsolete logic.
In healthcare, where trust is paramount, large vendors like Epic are vulnerable due to slow response times to customer problems. A revenue cycle team cannot wait months for a critical fix. Startups can compete effectively by being hyper-responsive, turning superior customer service into a durable competitive advantage.
The probability of a hospital collecting on an insurance claim drops dramatically over time. Success is near 100% within 30 days, falls to 20% between 60-90 days, and is nearly zero after that. This creates a time-based pressure system that benefits insurers who successfully delay payments.