The defense just disclosed their orthopedic expert. Four numbers we compute for any med-mal expert by name: Willingness, Vulnerability, Side Lean, Shared Sponsor. A walkthrough on a real knee-replacement matchup, the candidates the system actually returns, and the limits of what each score can tell you.

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BrokersMay 26, 2026·11 min read

How a benefits broker uses Form 5500 Schedule A to displace an incumbent

A real 2,142-life self-funded plan, the public file 92% of large welfare plans submit, three wedges that win the meeting. The teardown the incumbent broker is not doing, and the query that produces the prospect packet in five minutes.

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Legal & MalpracticeMay 2, 2026·11 min read

Plaintiff vs Defense: How Med-Mal Firms Actually Use Medistill

Two firms. One named defendant. The plaintiff side runs intake in 30 seconds. The defense side has 48 hours to scope what they're walking into. Same data, two workflows, one query layer.

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NegotiationProductApril 28, 2026·12 min read

How an Independent Specialty Group Walks Into a Payer Negotiation

Twelve surgeons, eight quarters of remits, three CPTs that pay for the building. The four prompts that produce a defensible negotiation memo in twenty-eight minutes, with the rebuttal section every CEO walks into the room with.

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M&AApril 22, 2026·11 min read

How PE Finds Physician Group Bolt-On Targets

One query, five states, three minutes, one qualified OB/GYN target. A real case study in bolt-on sourcing, why the funnel is narrower than most platforms assume, and what Medistill returns in a single conversation.

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M&AApril 13, 2026·12 min read

How Healthcare PE Actually Diligences a Hospital Today

A week-by-week breakdown of the workflow, subscriptions, consultants, and hours behind a real hospital diligence, and what changes when it all runs through one conversation.

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ComplianceApril 5, 2026·9 min read

Screen 500 Providers in 10 Minutes

Paste your NPI list. Get a full compliance report across 130+ federal, state, and enforcement databases. No compliance team required.

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ProductApril 5, 2026·8 min read

No SQL. No Templates. Just Ask.

Every question gets its own query, its own analysis, and its own visualization, built on the fly. A compliance officer, a hospital CFO, and a staffing agency owner get answers without writing code or waiting for someone to build a report.

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ProductMarch 27, 2026·10 min read

How Healthcare Professionals Are Getting Answers in Minutes, Not Weeks

Stop waiting on analysts, fighting with Excel, or paying six figures for pre-built dashboards. Ask any healthcare data question in plain English and get the answer in seconds.

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Insights on healthcare data

Vetting an opposing medical expert in 4 numbers

How a benefits broker uses Form 5500 Schedule A to displace an incumbent

Plaintiff vs Defense: How Med-Mal Firms Actually Use Medistill

How an Independent Specialty Group Walks Into a Payer Negotiation

How PE Finds Physician Group Bolt-On Targets

How Healthcare PE Actually Diligences a Hospital Today

Screen 500 Providers in 10 Minutes

No SQL. No Templates. Just Ask.

How Healthcare Professionals Are Getting Answers in Minutes, Not Weeks

More posts coming soon