AI automation for healthcare.

Healthcare is the most administratively loaded industry in the economy. US national health spending reached USD 4.9 trillion in 2023, roughly 17.6 percent of GDP, and a large share of that never touches clinical care: it is scheduling, intake, prior authorization, coding, claims, and follow-up. The US healthcare IT market alone was valued at USD 182.2 billion in 2024 and is projected to grow at a 14.0 percent compound annual rate to USD 396.82 billion by 2030, as providers invest in exactly the automation and interoperability layers that reduce this overhead.

The burden lands on clinicians. The American Medical Association put the physician workweek at 59 hours in 2023, with only about 27 of those hours in direct patient care and the rest in indirect care and administrative work: documentation, order entry, test interpretation, referrals, insurance forms, and prior authorization. On prior auth specifically, the AMA found physicians complete an average of 39 requests per week and that 93 percent say it delays patient care. On the revenue side, a 2024 Premier survey found roughly 15 percent of claims submitted to private payers were initially denied, and each denial triggers hours of rework. No-shows compound it: primary-care no-show rates run near 19 percent, and every missed slot is lost revenue and a delayed patient.

This is the work AI is genuinely good at. Conversational intake agents collect history and insurance details before the visit, scheduling agents fill cancellations and cut no-shows with multi-channel reminders, document agents draft prior-auth packets and clinical notes for clinician review, and revenue-cycle agents scrub claims before submission and triage denials. The point is not to replace clinical judgment: it is to hand the routine, rules-based paperwork to software so people spend their time on patients. Adoption is accelerating because the tooling now integrates directly with the systems providers already run, from Epic, Oracle Health (Cerner), and athenahealth on the EHR side to the clearinghouses and RCM platforms behind billing.

Compliance is the gate, and it is non-negotiable. In the US that means HIPAA, with a signed business associate agreement before any protected health information moves, plus 42 CFR Part 2 where substance-use records are involved. In Canada it means PHIPA for Ontario health custodians and PIPEDA federally, with Canadian data residency where required. We are a Calgary-based agency serving providers across Canada and the US, so we design for both regimes from day one. We start with one high-leverage workflow, prove the ROI in weeks, keep a human in the loop on anything clinical, and scale only what works.