Blogs
Practical perspectives on getting AI from pilot to production in regulated industries: what's working, what isn't, and why most of the answer is people and process, not technology.
Financial Services
May 2026
The 2–6 Hours Hiding in Every Credit File
Commercial loan spreading is the highest-ROI document workflow in mid-market banking, and the easiest place to prove AI value in 90 days.
Read article →June 2026
Give Your Underwriters Their Day Back
Underwriters spend much of their day extracting information from 200-page submissions instead of exercising judgment. Intake triage flips that ratio.
Read article →Healthcare
May 2026
Denials Are Approaching 20%. Most Are Never Appealed.
The cleanest ROI story in healthcare AI right now is fighting denials at scale: extraction, evidence retrieval, and payer-specific appeal drafting.
Read article →June 2026
The Revenue You Already Earned (and Never Collected)
Systematic payer underpayments hide in plain sight; nothing in the remittance flags them. Contract-aware anomaly detection finds the money.
Read article →June 2026
Prior Auth's Regulatory Clock Is Ticking for Payers and Providers
New federal turnaround rules and 2027 FHIR API mandates make prior authorization the most time-sensitive AI opportunity in healthcare operations.
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