2026年医疗趋势：人工智能有效应用战略重点研究报告

Strategic Imperatives for Effective AI Artificial intelligence is fundamentally transforming entire Today, AI has shifted from being a competitive edge to anessential foundation, driving every major technology trend and and hype‑driven decisions overshadow business outcomes, With insights from this research, CapTech developed five strategicimperatives that provide a clear framework for effective AI adoption.These imperatives can deliver what healthcare executives need(measurable results, operational excellence, and trust) with what Healthcare represents one of the most promising yet challengingfrontiers for AI adoption. The potential to reimagine diagnostics,personalize treatment, and improve population health is profound.However, as AI adoption accelerates across industries, healthcare CapTech’s research highlights a critical paradigm shift: successfulAI initiatives require a business‑first, people‑centric, andcompliance‑anchored approach. Leaders must move beyondreactive deployments and instead focus on purposeful, incremental To provide a broad, cross‑industry view of the current AIlandscape, CapTech conducted an executive survey focused on thebarriers leaders face in deploying AI, as well as a consumer surveyfocused on AI adoption. The research reveals that while nearly Successful AI initiatives require abusiness-first, people-centric, and Solve What Matters Focus on high-impact, practical AI use cases. E X E C U T I V E T R E N D Healthcare leaders are facingintense pressure to deliverbetter outcomes with AI. According to a recent cross‑industry study, only 25% ofAI initiatives are meeting ROI expectations, and 95% oforganizations reported zero return on their To achieve true value, healthcare executives mustprioritize AI applications that address core operationaland clinical challenges, as opposed to using AI forAI’s sake. As a prime example in 2025, health systemspoured ~$1B (75% of their AI spend) into solutions This shift toward practical, high‑impact AI is not onlyimproving operational performance; it’s also enablingbetter patient outcomes, stronger patient engagement, P A T I E N T T R E N D Patients adopt technologythat clearly improves their For example, telehealth usage has stabilized 38 timeshigher post‑pandemic than pre‑pandemic levelsbecause it solved convenience and access issues,and retail clinics saw a 25% jump in visits by meeting According to CapTech’s 2025 consumer research, 48% of consumers use some form of AI weekly in theirpersonal lives, demonstrating that they’re open to AIif it directly benefits them. They expect healthcare AIto reduce wait times, personalize care, or enhanceoutcomes without adding tech complexity. Bottom line: 38x 25%increase in on-demandvisits for quick, local care 48%of consumers use some form ofAI weekly in their personal life increase in telehealth usagepost-pandemic Cultivate Empowerment Engage and enable employees and patients to “Don’t force it. Let me choose.Let me opt out.” E X E C U T I V E T R E N D Successful AI initiativesrequire cultural adoption, not — 2025 CapTech Consumer Study In fact, 70% of AI‑related change efforts fail due toemployee pushback or lack of support. For instance,hospital executives can appoint clinician AI championsand provide education on new diagnostic AI systemsto ensure usage. Empowerment also means designing P A T I E N T T R E N D Likewise, patients want to feel incontrol of AI in their health. They even appreciate AI tools like symptom checkerapps or chatbot assistants when they’re optional andtransparent. One consumer from CapTech’s 2025consumer research provided this insight: “Don’t forceit. Let me choose. Let me opt out.” Health systems can Start Small, Expand Strategically Use incremental wins like pilots to drive scalable AI innovation. P A T I E N T T R E N D E X E C U T I V E T R E N D $1.4Bhealthcare AI investmentin 2025 Given the high stakes, a crawl-walk-runapproach to AI is the best course in the Gradual introduction of AI is keyto patient acceptance. Consumers are more comfortable with incrementalimprovements versus radical changes. They mightwelcome AI that automatically preregisters them forappointments (a small enhancement) but would be uneasyif an entire clinic visit were run by AI. CapTech’s researchshows consumers value AI for making services faster ormore convenient, but don’t want to be overwhelmed bytoo much change at once. One consumer said, “I like whenAI helps me find what I need faster, but I don’t want it to Now, health providers are accelerating AI rollouts, asbuying cycles for AI tools are 18–22% faster in healthsystems and clinics. Meanwhile, payers (insurers) remaincautious. Their AI adoption cycles are 20% slower, oftenholding longer pilot evaluations. Executives must balancepressure to innovate with risk management by identifyingquick wins (e.g. automate a simple workflow) that buildconfidence for broader AI initiatives. Rather than “big 18–22%f