Healthcare & Life Sciences
Top 10 AI tools to orchestrate workflows
Evidence ranking
- 1
Penciled
Adoption
Who uses it?
“Marketplace Physical Therapy increases visit volume by 14.8% while slashing admin time with Penciled”
Read supporting sources
Marketplace Physical Therapy increases visit volume by 14.8% while slashing admin time with Penciled
Read source · www.penciled.com ↗Phys Med grows from 2,500 to 3,000+ visits a month by filling last-minute cancellations automatically
Read source · www.penciled.com ↗Quest Physical Therapy books 300 appointments a month and fills weekend cancellations automatically
Read source · www.penciled.com ↗
Customer satisfaction
Are customers happy with it?
“When Penciled books over 50% of our visits, it fundamentally changes the cost structure of the business.”
Read supporting sources
When Penciled books over 50% of our visits, it fundamentally changes the cost structure of the business.
Read source · www.penciled.com ↗Phys Med grows from 2,500 to 3,000+ visits a month by filling last-minute cancellations automatically
Read source · www.penciled.com ↗Quest Physical Therapy books 300 appointments a month and fills weekend cancellations automatically
Read source · www.penciled.com ↗
Value for money
Are the benefits worth the cost?
“Penciled converts fixed labor into a scalable system that operates 24/7 at a fraction of the cost.”
Read supporting sources
Penciled converts fixed labor into a scalable system that operates 24/7 at a fraction of the cost.
Read source · www.penciled.com ↗The operational lift was real and faster than we expected. For any clinic serious about running a tighter ship, it is worth every bit of the investment.
Read source · www.penciled.com ↗Penciled alone makes WebPT worth it. It consistently fills scheduling gaps, takes productivity stress off the table, and delivers incredible ROI.
Read source · www.penciled.com ↗
Popularity
How much interest does it attract?
Coming soon
Product-specific search-interest measurement is not available yet.
- 2
Onboarding Paths
Adoption
Who uses it?
“I cannot tell you how much time this tool has saved. Now that I’ve created our onboarding paths, it takes three minutes at most — and in a busy healthcare practice, every minute counts.”
Read supporting sources
I cannot tell you how much time this tool has saved. Now that I’ve created our onboarding paths, it takes three minutes at most — and in a busy healthcare practice, every minute counts.
Read source · medtrainer.com ↗MedTrainer is a fabulous way to onboard our employees and an excellent source for continued education. It really helps us fast-track our new employees.
Read source · medtrainer.com ↗My favorite feature is the course bundle packages because I’ve been able to make a non-clinical bundle and a clinical bundle for new hires. I can now assign a whole package to new employees with all the courses that they…
Read source · medtrainer.com ↗
Customer satisfaction
Are customers happy with it?
“I cannot tell you how much time this tool has saved. Now that I’ve created our onboarding paths, it takes three minutes at most — and in a busy healthcare practice, every minute counts.”
Read supporting sources
I cannot tell you how much time this tool has saved. Now that I’ve created our onboarding paths, it takes three minutes at most — and in a busy healthcare practice, every minute counts.
Read source · medtrainer.com ↗It really helps us fast-track our new employees.
Read source · medtrainer.com ↗Now I can click a button, know they have received the required onboarding education, and it is done.
Read source · medtrainer.com ↗
Value for money
Are the benefits worth the cost?
Popularity
How much interest does it attract?
Coming soon
Product-specific search-interest measurement is not available yet.
- 3
Prosper AI
Adoption
Who uses it?
“They have automated 50% of our scheduling calls.”
Read supporting sources
They have automated 50% of our scheduling calls.
Read source · www.getprosper.ai ↗Their speed of execution and ability to support multiple agent types across payor and patient workflows helped drive a 60%+ boost in Medicaid enrollment for our health system partners.
Read source · www.getprosper.ai ↗Out of the gate, Prosper AI was handling more than 50% of our patient conversations end-to-end, including complex cases involving real-time benefits verification.
Read source · www.getprosper.ai ↗
Customer satisfaction
Are customers happy with it?
“Patients get scheduled faster, staff handle fewer routine calls, and benefits are verified before the visit — all with Prosper’s AI Front Desk.”
Read supporting sources
Patients get scheduled faster, staff handle fewer routine calls, and benefits are verified before the visit — all with Prosper’s AI Front Desk.
Read source · www.getprosper.ai ↗Their speed of execution and ability to support multiple agent types across payor and patient workflows helped drive a 60%+ boost in Medicaid enrollment for our health system partners.
Read source · www.getprosper.ai ↗Out of the gate, Prosper AI was handling more than 50% of our patient conversations end-to-end, including complex cases involving real-time benefits verification.
Read source · www.getprosper.ai ↗
Value for money
Are the benefits worth the cost?
Popularity
How much interest does it attract?
Coming soon
Product-specific search-interest measurement is not available yet.
- 4
Healthcare AI Agents
Adoption
Who uses it?
“Island Hospital used Bot MD to automate multilingual patient inquiries, appointment requests, visa-related workflows, FAQs, confirmations, and reminders, achieving 52.75% appointment conversion.”
Read supporting sources
Island Hospital used Bot MD to automate multilingual patient inquiries, appointment requests, visa-related workflows, FAQs, confirmations, and reminders, achieving 52.75% appointment conversion.
Read source · www.botmd.com ↗Hospital Picaso used Bot MD to automate patient reminders, feedback surveys, cancellation management, and targeted campaigns, increasing outpatient survey responses by 30%.
Read source · www.botmd.com ↗A global pharma company used Bot MD to deliver personalized education, reminders, and adherence tracking through chat apps for chronic disease programs.
Read source · www.botmd.com ↗
Customer satisfaction
Are customers happy with it?
“Island Hospital used Bot MD to automate multilingual patient inquiries, appointment requests, visa-related workflows, FAQs, confirmations, and reminders, achieving 52.75% appointment conversion.”
Read supporting sources
Island Hospital used Bot MD to automate multilingual patient inquiries, appointment requests, visa-related workflows, FAQs, confirmations, and reminders, achieving 52.75% appointment conversion.
Read source · www.botmd.com ↗Hospital Picaso used Bot MD to automate patient reminders, feedback surveys, cancellation management, and targeted campaigns, increasing outpatient survey responses by 30%.
Read source · www.botmd.com ↗A global pharma company used Bot MD to deliver personalized education, reminders, and adherence tracking through chat apps for chronic disease programs.
Read source · www.botmd.com ↗
Value for money
Are the benefits worth the cost?
“A private hospital group used Bot MD to send proactive WhatsApp booking nudges and reminders, generating $300K+ in incremental revenue.”
Read supporting sources
A private hospital group used Bot MD to send proactive WhatsApp booking nudges and reminders, generating $300K+ in incremental revenue.
Read source · www.botmd.com ↗
Popularity
How much interest does it attract?
Coming soon
Product-specific search-interest measurement is not available yet.
- 5
Eric
Adoption
Who uses it?
“BEFORE ERIC, OUR BILLING OPERATIONS WERE ALWAYS REACTIVE. NOW CLAIMS ARE SUBMITTED CONTINUOUSLY, DENIALS ARE TRACKED INTELLIGENTLY, AND OUR COLLECTIONS ARE FAR MORE PREDICTABLE.”
Read supporting sources
BEFORE ERIC, OUR BILLING OPERATIONS WERE ALWAYS REACTIVE. NOW CLAIMS ARE SUBMITTED CONTINUOUSLY, DENIALS ARE TRACKED INTELLIGENTLY, AND OUR COLLECTIONS ARE FAR MORE PREDICTABLE.
Read source · www.mdhub.ai ↗Our denial rate dropped by over 70% in the first two months. Eric caught patterns our billing team had been missing for years.
Read source · www.mdhub.ai ↗We had a claims backlog we'd been managing for 18 months. Eric cleared it in three weeks and we haven't had one since.
Read source · www.mdhub.ai ↗
Customer satisfaction
Are customers happy with it?
“NOW CLAIMS ARE SUBMITTED CONTINUOUSLY, DENIALS ARE TRACKED INTELLIGENTLY, AND OUR COLLECTIONS ARE FAR MORE PREDICTABLE.”
Read supporting sources
NOW CLAIMS ARE SUBMITTED CONTINUOUSLY, DENIALS ARE TRACKED INTELLIGENTLY, AND OUR COLLECTIONS ARE FAR MORE PREDICTABLE.
Read source · www.mdhub.ai ↗Our denial rate dropped by over 70% in the first two months. Eric caught patterns our billing team had been missing for years.
Read source · www.mdhub.ai ↗We had a claims backlog we'd been managing for 18 months. Eric cleared it in three weeks and we haven't had one since.
Read source · www.mdhub.ai ↗
Value for money
Are the benefits worth the cost?
Popularity
How much interest does it attract?
Coming soon
Product-specific search-interest measurement is not available yet.
- 6
Claim Status
Adoption
Who uses it?
“We're running these many claim statuses, so that we can eliminate this many hours of work from people.”
Read supporting sources
We're running these many claim statuses, so that we can eliminate this many hours of work from people.
Read source · akasa.com ↗
Customer satisfaction
Are customers happy with it?
“We are just getting more pennies on the dollar, because of the opportunities for our employees to work those more difficult accounts.”
Read supporting sources
We are just getting more pennies on the dollar, because of the opportunities for our employees to work those more difficult accounts.
Read source · akasa.com ↗
Value for money
Are the benefits worth the cost?
“We are just getting more pennies on the dollar, because of the opportunities for our employees to work those more difficult accounts.”
Read supporting sources
We are just getting more pennies on the dollar, because of the opportunities for our employees to work those more difficult accounts.
Read source · akasa.com ↗
Popularity
How much interest does it attract?
Coming soon
Product-specific search-interest measurement is not available yet.
- 7
Denial Fightback
Adoption
Who uses it?
“Numbers from Resilient Recovery Treatment's 90-day cohort, Q4 2025.”
Read supporting sources
Numbers from Resilient Recovery Treatment's 90-day cohort, Q4 2025.
Read source · www.adentris.com ↗
Customer satisfaction
Are customers happy with it?
“−62% First-pass denial rate in 90 days, multi-site behavioral health.”
Read supporting sources
−62% First-pass denial rate in 90 days, multi-site behavioral health.
Read source · www.adentris.com ↗
Value for money
Are the benefits worth the cost?
“Numbers from Resilient Recovery Treatment's 90-day cohort, Q4 2025.”
Read supporting sources
Numbers from Resilient Recovery Treatment's 90-day cohort, Q4 2025.
Read source · www.adentris.com ↗
Popularity
How much interest does it attract?
Coming soon
Product-specific search-interest measurement is not available yet.
- 8
LunaBill
Adoption
Who uses it?
“At Nutex Health, a 24 campus U.S. health system, LunaBill worked $32M+ of AR in 30 days with zero added headcount.”
Read supporting sources
At Nutex Health, a 24 campus U.S. health system, LunaBill worked $32M+ of AR in 30 days with zero added headcount.
Read source · www.lunabill.com ↗
Customer satisfaction
Are customers happy with it?
“At Nutex Health, a 24 campus U.S. health system, LunaBill worked $32M+ of AR in 30 days with zero added headcount. Days in AR on 60+ day commercial claims fell from 45 to 7, and fully loaded cost per claim dropped from $22.28 to $2.00.”
Read supporting sources
At Nutex Health, a 24 campus U.S. health system, LunaBill worked $32M+ of AR in 30 days with zero added headcount. Days in AR on 60+ day commercial claims fell from 45 to 7, and fully loaded cost per claim dropped from $22.28 to $2.00.
Read source · www.lunabill.com ↗
Value for money
Are the benefits worth the cost?
“At Nutex Health, a 24 campus U.S. health system, LunaBill worked $32M+ of AR in 30 days with zero added headcount. Days in AR on 60+ day commercial claims fell from 45 to 7, and fully loaded cost per claim dropped from $22.28 to $2.00.”
Read supporting sources
At Nutex Health, a 24 campus U.S. health system, LunaBill worked $32M+ of AR in 30 days with zero added headcount. Days in AR on 60+ day commercial claims fell from 45 to 7, and fully loaded cost per claim dropped from $22.28 to $2.00.
Read source · www.lunabill.com ↗
Popularity
How much interest does it attract?
Coming soon
Product-specific search-interest measurement is not available yet.
- 9
Scritch
Adoption
Who uses it?
“Given Emily's ability to use our phone system and PIMS just as a human CSR would, it allows us to feel like we have another human team member on staff. She not only interacts with clients by completing tasks like scheduling…”
Read supporting sources
Given Emily's ability to use our phone system and PIMS just as a human CSR would, it allows us to feel like we have another human team member on staff. She not only interacts with clients by completing tasks like scheduling…
Read source · www.scritchai.com ↗
Customer satisfaction
Are customers happy with it?
“She not only interacts with clients by completing tasks like scheduling appointments and emailing medical records, but also leaves us messages and tasks requiring follow-up like prescription requests.”
Read supporting sources
She not only interacts with clients by completing tasks like scheduling appointments and emailing medical records, but also leaves us messages and tasks requiring follow-up like prescription requests.
Read source · www.scritchai.com ↗
Value for money
Are the benefits worth the cost?
“She also allows us to fill any open spots from cancellations that happen after hours which really makes a difference to the bottom line.”
Read supporting sources
She also allows us to fill any open spots from cancellations that happen after hours which really makes a difference to the bottom line.
Read source · www.scritchai.com ↗
Popularity
How much interest does it attract?
Coming soon
Product-specific search-interest measurement is not available yet.
- 10
Auth Status
Adoption
Who uses it?
“Machine-learning-based technologies such as AKASA have been critical to ensuring our teams can provide rapid turnaround for securing an authorization.”
Read supporting sources
Machine-learning-based technologies such as AKASA have been critical to ensuring our teams can provide rapid turnaround for securing an authorization.
Read source · akasa.com ↗At Montage Health, we want to be at the forefront of healthcare automation. AKASA is helping with that. Using automation for prior auth has improved our efficiency.
Read source · akasa.com ↗
Customer satisfaction
Are customers happy with it?
“Payer changes around preauthorization requirements and increased demand to schedule diagnostic procedures as soon as possible is driving significant volumes for financial clearance.”
Read supporting sources
Payer changes around preauthorization requirements and increased demand to schedule diagnostic procedures as soon as possible is driving significant volumes for financial clearance.
Read source · akasa.com ↗Using automation for prior auth has improved our efficiency. We’ve been able to grow and add new services without overburdening our staff. I love automated authorization checks.
Read source · akasa.com ↗
Value for money
Are the benefits worth the cost?
Popularity
How much interest does it attract?
Coming soon
Product-specific search-interest measurement is not available yet.