AI intelligence for prehospital care
We track the products, software, evidence and media shaping the future of EMS, so leaders and clinicians can make better decisions in the field and beyond.
Explore the latestCurrent intelligence
PRODUCT WATCHSoftware watch
The Paramedic Foundation’s open-source editorial tool drafts PCR narrative from clinician-supplied details and marks unresolved items [VERIFY]. It does not open or submit an ePCR or make clinical calls; professional and legal responsibility remains with the provider. Not an endorsement.
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EMS1 sponsored release (Aug 25): First Due says AI QA/QI now reads every ePCR against the agency’s own protocols and standards, instead of manual spot checks. Same release: that feedback feeds First Due Training / LMS. This is a ranking press release, not a dated product launch. FDNY (Jan 2026 NERIS) and CAL FIRE / CALFIRS (July 2026) in the same piece are fire RMS, not street ePCR. Agency-count figures on the page conflict; unused. Not an endorsement. Also @PulseAI_EMS.
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South East Coast Ambulance kept a Tortus ambient-scribe pilot that was not mandated and ran on a small, unrepresentative dataset. Clinical-audit automation is still being scoped. Not a finished street ePCR go-live. Not an endorsement.
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NYU Tandon C2SMART and FDNY built EMVAID to predict ambulance speeds in a West Harlem digital twin. A simulated base-location test cut expected travel time 14.5%. Demo only, not an ops change. Not ePCR. Not an endorsement.
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NASEMSO / NEMSIS guidance. Board-approved Dec 4, 2025. AI may draft ePCR text. Any generative-AI field still needs human review before the chart is submitted. AI error does not lift clinician responsibility. Not a product launch. Not an endorsement. Also @PulseAI_EMS.
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JACEP Open (March 13, 2026). 27 EMS experts, consensus on 81 items for AI in EMS by 2030. Ethics was the hard domain: safety, transparency, equity. Forecast, not a product. Authors note limited expert count. Not an endorsement. Also @PulseAI_EMS.
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Dallas News editorial (Aug 23): Hospital EHR tool at Parkland Health (Dallas), developed by Parkland Center for Clinical Innovation (PCCI). Workplace Safety Model, first introduced 2025. Inpatient admission risk — not street ePCR and not field EMS documentation. Not on ambulances. Model flags most patients as unlikely risk so staff can focus on the roughly 30% flagged higher risk. Validation: among a high-risk group, 77% were involved in a violent incident (PCCI told the editorial board). Predicts an instance, not a person. Race, ethnicity, religion not used. Prediction within about 15 minutes of admission. Designed to support, not replace, good judgment. Not an endorsement. Also @PulseAI_EMS.
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WSOC (Aug 14): Healthcare Strategies study of MEDIC, Charlotte, NC, FY2025 data. Recommendations, not enacted. Study: more funding or increase response times. Highest-priority call example: 10:59 to 11:59. Also discusses first-responder medical calls / compensating fire or eliminating FRO-only calls. EMS study committee tasked with prioritizing recommendations. Not an endorsement. Also @PulseAI_EMS.
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JEMS / Donnie Woodyard, Jr. (Aug 14): A bystander used ChatGPT at an airport while waiting for EMS after 911 was called. Guidance: don’t move unless danger; keep AED nearby but don’t pad unless unresponsive/not breathing regularly; don’t stand the patient up (possible hip/pelvis fracture); ask about blood thinners and pre-fall weakness/dizziness. Woodyard is not advocating consumer AI replace EMD. Point is bystander-collected data before EMS arrival and the lack of a way to capture it in the record. Not an endorsement. Also @PulseAI_EMS.
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EMS1 (Aug 12): AIMHI inviting agencies to review a GADCS streamlining workbook and pick 25–50 data elements they consider most useful. Workbook invite / industry input — not a CMS rule and not a change in Medicare law. Expert opinion only; agencies are not asked to submit operational or financial data. About an hour. Not an endorsement. Also @PulseAI_EMS.
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WVLT (Aug 24): Anderson County EMS, Tenn., adding a new 12-hour daytime Oak Ridge ambulance plus a 3% EMT/paramedic raise. Director Nathan Sweet: target November; hiring/testing four new employees. 2025: 667 Code White events (every ALS already tied up), up 92 YoY. Sweet: 65–70% of those with zero 911 paramedic units available. Daytime ALS 7 to 8; can still run countywide. Staffing about $275,000 covered by transport-rate alignment with recent Medicare increases plus new transport revenue. No local tax increase. Not an endorsement. Also @PulseAI_EMS.
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Ithaca Voice (Aug 24) / FingerLakes1 (Aug 25): Bangs Ambulance, Ithaca, first contract after 3+ years. Deal late May, ratified early July — not this week. About 85% of 33 eligible voted; about 75% yes. Management: 7% flat plus new scale up to about 30% for some during bargaining. Health insurance 48 to 40 hours/week. Double pay on shifts below minimum staffing. Compromises: no extra SCT pay; vacation accrual changes that may cut time for some. NLRB bad-faith complaint withdrawn. Union 401(k) match expected Sept. 1 per management. Not an endorsement. Also @PulseAI_EMS.
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York / Surrey (Aug 24): Discussion paper, not a peer-reviewed journal. England, 2013–2018, more than 11 million ambulance journeys / ED attendances. 1-SD unexpected sickness → +0.78% 24-hour ED mortality. Planned leave (annual leave / study leave) had no comparable effect. Not a U.S. 2026 dataset. DOI 10.17185/duepublico/86511. Not an endorsement. Also @PulseAI_EMS.
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EMS1 (Aug 24) / WiscNews (Gittings): Baraboo Area Fire & EMS, Wisconsin, warns of service cuts amid a $2.2 million shortfall. Proposed EMS assessment: $677,609 to $1.6 million (136%). Chief Caleb Johnson: municipal money covers 18% of EMS ops. About 79% of EMS clients are Medicare, Medicaid, or uninsured. Not enacted. Commission Aug 26. Budget vote October. Not an endorsement. Also @PulseAI_EMS.
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EMS1 (Aug 24) / Baltimore Sun: Somerset County, Md., is drafting a policy so county EMS already on fire scenes can pull hose, connect hydrants, and move tools — not mask up and make entry. County took over EMS late last year; volunteer companies stayed independent. Chiefs voted unanimously in June to ask for help, then rescinded after takeover fears. Commissioners still want cooperation. MIEMSS: local governments decide fire duties for EMS; their lane is qualified patient care. Duties, insurance, and protections still unlocked before enactment. Not enacted. Not an endorsement. Also @PulseAI_EMS.
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EMS1 (Aug 24) / Tribune (Aug 21): Naperville PD launched what it calls a full-time Mobile Crisis Intervention Team — Monday–Friday only, not nights or weekends. Police MCIT, not Fire CART. Staffing: 1 sergeant, 5 officers, 4 clinicians, CIT K-9. Typical response: 2 officers + 1 clinician. Transport still ends with an ambulance — Chief Jason Arres: “voluntarily walk to the ambulance.” About 1,000 mental-health calls a year, about two hours each. Not an endorsement. Also @PulseAI_EMS.
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Globe / Danny McDonald (Aug 23): 2017/2022 contract had a $75k/year receipted 911-dispatch clause. Apr 18 2025 the city emailed a $450k request. Armstrong paid $225k ($150k Apr 29 + $75k Nov) and refused the rest. Dual attribution: city/police say the contract was not followed; Raymond says he would not pay the lump sum. AKS is a lawyer question, not a finding. Cataldo’s current Medford contract has no fee. Not an endorsement. Also @PulseAI_EMS.
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EMS1 (Aug 23) picked up the Aug 17 Salinas presser. Senate S. 4819 (Whitehouse, June 17) authorizes $7.5M/year for FY2028–2032 at NHTSA OEMS. Authorization is not an appropriation. Not law. No floor vote. Not an endorsement. Also @PulseAI_EMS.
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WindsorNewsToday (Aug 22) says Sept. 16 go-live. Essex County still says September / date TBA. Attribute the 16th to the paper. Chief Justin Lammers: life-threatening calls first; a longer wait for low-acuity is the system working as intended. Not an endorsement. Also @PulseAI_EMS.
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PennLive (Aug 21): U.S. Middle District Judge Matthew W. Brann dismissed the suit Friday after an out-of-court settlement. Terms not public. Not a finding of liability. Geisinger denied. Named plaintiff Stephen Bohr. Defendant West Shore Advanced Life Support Services, Inc. d/b/a Geisinger EMS. Docket 4:25-cv-01103 M.D. Pa. July 31 was a conditional FLSA collective, not a certified class. Not an endorsement. Also @PulseAI_EMS.
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NIOSH F2025-05 (July 2026): On July 14, 2025 a career firefighter-paramedic was punched in the face on a behavioral-health mutual-aid call and went unresponsive. Injury list from the NIOSH PDF, not press photos: orbital and maxillary fractures, vitreous detachment, concussion; medically cleared to full duty in about two months. On-scene agitation met BARS ≥6 (extremely/continuously active). LEO was requested and delayed; the crew still started care. County Behavioral Crisis/Restraint protocol was revised March 13, 2025: BARS ≥6 plus delayed LEO lets EMS not engage, and the ePCR must document BARS, the LEO request, and the scene-safety call. NIOSH found no ePCR for those items and no documented station training after captains were briefed. Not an endorsement. Also @PulseAI_EMS.
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EMS1 / EMS One-Stop (Aug 21): Richards CT (Cincinnati) is first author; Martin-Gill is Pitt / former Prehospital Guidelines Consortium president. DOI 10.1080/10903127.2026.2693158. Ten papers after panel scoring — a natural cutoff, not a quota. Mix of guidelines, position statements, systematic reviews, and original research. Behavioral emergencies, pediatrics, obstetrics, workforce wellness, and EMS operations are still thin. Western PA hook: Martin-Gill is Pitt / UPMC EMS. Do not wait for the protocol book. Not an endorsement. Also @PulseAI_EMS.
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AAA / Brian Werfel (Aug 20): preliminary 2027 Medicare Ambulance Inflation Factor is 2.6%, plus or minus 0.1%. CPI-U for the 12 months ending June 2026 is +3.5%. CMS has not published the 2027 MFP yet; July 2026 Medicare final rules used 0.9% (historical MFP 0.3–1.2%). This is the annual inflation add-on on the conversion factor, not a rebase of the 1998 claims base. Official AIF comes in a CMS transmittal this fall. Not an endorsement. Also @PulseAI_EMS.
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EMS1 / Baltimore Sun / Capital Gazette (Aug 20): Gov. Wes Moore’s FY2027 budget took effect July 1 and pushed more costs onto counties. Volunteer fire ranks are down; paid EMS is filling the gap. Harford Treasurer Robert Sandlass: the county added $10 million in education costs for FY2027 while trying to hire and outfit medics. The Sun: a $1.4B FY2027 shortfall closed with nearly a billion in cuts and transfers — $150M cut to the local income tax reserve, $39M teacher/community-college/librarian retirement shift, $27M disparity-grant cut (Baltimore City, Prince George’s, Eastern Shore, Western Maryland). MACo’s Kevin Kinnally: counties are considering property and income tax increases. The governor’s office declined to respond Wednesday. Not an endorsement.
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FOX23 / KTUL (Aug 19–20): Saint Francis Health System launched adult mobile ECMO Wednesday Aug 19. Hospital-owned interfacility retrieval. Not 911. Not private homes. Adult is live; a mobile PICU is planned. It works with EMSA. Ground 911 still owns the street. Not an endorsement.
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Star-Telegram / FireRescue1 / EMS1: Local 3113 voted Aug 14 no confidence in all three chiefs — about 94% Chief Darrell Brown, 87.9% AC Wes Williams, 82.2% AC Stuart Grant. The vote does not remove anyone. In April the council approved a $325,000 two-person first-responder squad and took Engine 1 out of service. Brown: “Seventy-one percent of what we do is EMS.” Opposite staffing bet from Folsom on an EMS-heavy call mix. Not an endorsement.
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EMS1 / Greg Friese (Aug 19) on What Paramedics Want: short-staffed for 911 rose from 57% (2024) to 61% (2026). Only 15% rated recruitment/retention 8–10. Burnout was most-critical for 32% two years running and in the top three for 59% in 2026 (51% in 2025). Mechanical CPR went from about half (2016) to 76% (2026). Ultrasound is still 8%. AI for clinical care or documentation went from 6% (2025) to 22% (2026). The filter is onboard time, page-to-in-service, and whether 911/low-acuity load actually drops if you add nurse triage, TIP, alt dest, or CP. If it doesn’t help the 99%, it is a toy. Adoption is not day-two ops. Not an endorsement.
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NTSB docket ERA25MA106 landed Tuesday Aug 18: 1,500+ pages / 59 items. Mexican-registered Jet Rescue / Med Jets, pediatric patient and mother to Tijuana. Still no probable cause. This is an oversight story, not the fireball. Do not treat press fatality or injury counts as settled. NTSB-cited, not cause: CVR inoperative for years; pitch-trim 3.97 vs 5.5 (NTSB has not said that caused the dive); FAA Dallas IFO with no ramp-check records. Ground EMS still hands critical patients to air. A federal record that only appears after the crater is a sending-facility problem.
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FireRescue1 / Sac Bee (Aug 13): Folsom is adding 14 single-role EMTs and medics — convert 10 vacant firefighter slots and add four — to put an engine back in service. Council unanimous. About 80% of calls are EMS. The staffing model is the product, not the press release. Not an endorsement.
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Eagle County Paramedic Services embeds a 15-person red-card team (12 paramedics + 3 EMTs). Without that, ALS can take hours. Deployments can run 14 days. This season: Keystone Fire and Gold Mountain Fire. Not an endorsement.
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JEMS (Stephen P. Wood, Aug 18): first-pass is the quality metric. Argue VL, RSI, volume, and case review — not scope. JEMS restates paramedic conventional ETI 77% first-pass / 89% overall; ~90% with RSI. Not an endorsement.
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Handheld hardware is not the bottleneck. Training, image quality, and QA are. AI must distinguish “image inadequate” vs “finding absent.” Authors affiliated with Deep Breathe. Not an endorsement.
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AIMHI and EMS1 say activity metrics (response time, transports, scene time) are not outcomes. Response time still matters for arrest, airway, and major trauma, but average response time is not quality. Better measures: neurologically intact survival, functional stroke outcomes, early sepsis recognition, right-facility destination, and patient-reported experience. Richmond 2026 patient-experience data ranked care, concern, and professionalism above response time. Lawrence: an 8:59 arrival with a dead patient counted as success vs a 9:01 arrival with a live patient counted as failure. AI can flag every PCR; it cannot read the scene. Northwell community paramedicine: about a 10% jump in transports, 83% of those admitted. LVO auto-launch: 28% response cut and a 24-minute door-in-door-out cut.
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James City County and VCU (with Duke) are running a live 911 drone-AED study. The pilot started Aug 1. An Air 10 police drone flies an AED inside a 5-mile circle around Fire Station 1 in Toano. Standard EMS still rolls. The drone lowers the AED about 100 feet on a tether while dispatchers coach bystanders. This is not ALS and not a substitute for the ambulance. Watch outcomes, not flight footage.
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Colorado HB 26-1238 took effect Aug 12 (signed May 5). EMS1 reported Aug 14. It designates EMS, including ground and air ambulance, as essential. EMS1 reports no new funding and no state appropriation. Off-duty providers are not required to respond.
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Ground ambulance was carved out of the No Surprises Act. AIMHI (Zavadsky, Aug 13) and Axios (Tina Reed, Aug 12) report lobbying to reopen surprise-billing rules. Reopening could add ground EMS or set a federal rate. Insurers are already writing state caps at 180–200% of Medicare AFS. The CMS GAPB report from Aug 28, 2024 is still sitting. A Medicare-multiple federal rate is a reimbursement and staffing problem, not a billing tweak. Not an endorsement.
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Hyde County EMS, Pivotal, and Code Blue Resources say a flight-trained paramedic piloted a Pivotal eVTOL to two live 911 calls and began ALS on scene. On one call they report the aircraft arrived about 20 minutes before the ground ambulance. First-to-patient, not a flying ambulance. Patient transport is still by ground. Call times and outcomes were not independently confirmed.
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On July 28, Rep. August Pfluger introduced H.R. 9970. It would require CMS to rebase the Medicare ambulance fee schedule every three years using current cost data. It is a bill, not a law. Pfluger’s office says the schedule has not been updated since 2002 and is still based on 1998 cost data. Rep. John Joyce (PA-13) is a co-lead.
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New EMS and fire capabilities combine AI-assisted documentation, quality checks and real-time analytics with human validation at each checkpoint.
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A practical webinar on using voice, images and AI-supported CQI to improve documentation before reports reach QA or billing.
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Real-time data, AI-powered insights and interoperability are helping agencies reduce fragmentation and improve responder awareness.
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A field-focused argument for redesigned workflows, accountable governance and strong human oversight when AI enters EMS operations.
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A 2026 Delphi study examines where AI may influence dispatch, clinical support, resource allocation and prehospital decision-making.
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The EHR feature drafts narratives from structured chart data for provider review, with reported reductions in documentation time.
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RapidDeploy centralizes location, media and call information in an AI-enhanced interface intended to reduce telecommunicator workload.
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Automated call analysis helps supervisors review more interactions, support coaching and identify both excellence and improvement opportunities.
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A concise product demonstration showing how voice and images can populate an ePCR while the clinician stays in control.
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An agency perspective on ESO's auto-generated narrative workflow and its effect on documentation time.
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National data highlights growth in prehospital blood, behavioral health demand, trauma workload and persistent pain-management gaps.
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A leadership overview of demand forecasting, resource allocation and operational blind spots for EMS and fire agencies.
Our standard
PulseAI EMS surfaces developments worth your attention. It does not endorse products or replace clinical, legal, privacy, procurement or medical-direction review.
Every item links to its source. Summaries are for awareness only and should always be verified before operational use. The scan stays in Emergency Medical Services — not energy-management or electronics-manufacturing “EMS.”
I’m Chuck Yelich. I operate PulseAI EMS from DK PC Consultants, an EMS-first shop. Field EMS, ePCR, and the AI question — not a newsroom. Questions, tips, or consulting: support@dkpcconsultants.com
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Tell me who you are and what you want help with — field EMS, documentation, training, or the feed. I store the request here, not with a third-party form tool. This is a conversation, not a product endorsement.
