Jul 28, 2026 · 45m · innovators-investors
The Future of Family Care Runs Through Health Tech with Dr. Ashley Blackington of Dovetail | The Innovators & Investors Podcast
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gold bands on the timeline = statements, start to end. Hover to read, click to jump. CC turns on captions
In this episode of the Innovators and Investors Podcast, host Christian Marquez interviews Dr. Ashley Blackington, founder and CEO of Dovetail, about developing digital health solutions that empower family caregivers, streamline clinical communication, and scale sustainably through a consumer-first approach.
How this conversation actually went
Every chapter scored 0–10 on four independent dynamics. Hover any point for the reasoning behind the score. How this is scored →
Kristian as informed peer 2.6 Guest teaching 2.5 Guest disagreement 0.0 Kristian pushing back 0.1
speaking balance: gold is Kristian, purple is the guest (3 minute bins)
Sharpest disagreement ▶ 32:50 Rejecting AI for AI's sake
Dr. Blackington firmly rejects the trendy industry pressure to inject AI everywhere, emphasizing she refused to add AI until it offered genuine utility and data security.
Hardest push from Kristian ▶ 21:55 Questioning clinician adoption of patient-reported dataMarquez challenges the premise of caregiver-reported inputs by noting that clinicians historically dismiss patient-reported metrics.
Biggest teaching moment ▶ 14:30 Disclosing unpaid caregiver workload realityDr. Blackington educates Marquez on the acute economic burden of caregiving, citing that over 60% of caregivers alter their employment to accommodate 24 hours of unpaid weekly care.
Kristian holds their own ▶ 42:30 Demonstrating compliance and security architecture knowledgeMarquez demonstrates sharp technical literacy by elaborating on SOC II audits, OWASP, and NIST security frameworks required beyond surface-level AI MVPs.
the scores for every segment, with the reasoning behind each
| Chapter | Topic | Kristian as informed peer | Guest teaching | Guest disagreement | Kristian pushing back | Why |
|---|---|---|---|---|---|---|
| Introducing Dr. Ashley Blackington and Dovetail's Core Mission | 1 | 2 | 0 | 0 | The host warmly introduces Dr. Blackington and asks open introductory questions about Dovetail. The guest details the caregiving infrastructure gap and explains the layered communication flock model. | |
| Platform Availability and Chronic Care Cohorts | 2 | 4 | 0 | 0 | Marquez asks about supported cohorts and clinical integration. Dr. Blackington explains how Dovetail bypasses monolithic Epic/MyChart integrations to turn caregiver logs into provider-ready summaries. | |
| Consumer-First Go-to-Market Strategy and Systemic Challenges | 2 | 3 | 0 | 0 | Marquez validates the systemic hurdles in health tech and asks about go-to-market. Dr. Blackington describes her consumer-first strategy rather than trying to act like David fighting EHR Goliaths. | |
| Caregiver Demographics, Accessibility, and Pricing Strategy | 3 | 5 | 0 | 0 | Dr. Blackington schools the host on caregiver statistics, noting that caregivers average 24 unpaid hours weekly and are often forced out of work. Marquez affirms her points and connects them to founder domain expertise. | |
| Clinical Background, Acute Rehab Insights, and Dovetail's Origins | 2 | 4 | 0 | 0 | Marquez prompts Blackington on her career journey. She shares vivid clinical anecdotes from acute rehab, highlighting that family caregivers receive less than 20 minutes of training despite doing hospital-level procedures. | |
| Transforming Caregiver Observations into Clinical Intelligence | 4 | 3 | 0 | 1 | Marquez demonstrates industry familiarity regarding clinician skepticism of patient-reported metrics. Blackington reframes this, explaining how COVID altered workflows and how Dovetail translates layman observations into clinical jargon. | |
| Business Model Iterations and User-Driven Product Discovery | 3 | 2 | 0 | 0 | Dr. Blackington recounts user discovery interviews with over 100 caregivers and pivoting away from single-seat pricing to eliminate family friction. Marquez praises her customer discovery framework. | |
| Future Product Roadmap and Purposeful AI Application | 4 | 3 | 0 | 0 | Marquez suggests advanced technical additions like DICOM file parsing. Blackington grounds the AI roadmap in practical guidance for families rather than complex outputs that create unnecessary panic. | |
| Navigating the Pandemic and the Inception of Dovetail | 1 | 1 | 0 | 0 | Marquez steers the conversation back to Dovetail's inception during COVID-19. Dr. Blackington describes navigating a newborn and family demands during lockdown while conceptualizing the initial analog maps. | |
| Entrepreneurial Retrospective and Architecture vs. Vibe Coding | 6 | 1 | 0 | 0 | Dr. Blackington advises against hasty vibe coding without foundational architecture. Marquez demonstrates strong technical familiarity, citing compliance frameworks like SOC II, OWASP, and NIST standards. | |
| Connecting with Dovetail and Episode Conclusion | 1 | 0 | 0 | 0 | The host wraps up the interview, thanking Dr. Blackington. She shares her contact information and social channels, followed by standard podcast closing housekeeping. |
Statements from this episode (16)
Blackington: Healthcare communication bottlenecks burden single family caregivers
“One of the things that happens a lot in the healthcare system, because it's not a fault of the healthcare system, it's just, it is a, it's the nature of whatever it is, is that a lot of communication gets distilled down to one person, and then there's no oppor…”
Blackington: Dovetail Sees Greatest Traction in Oncology and Neurological Chronic Care
“It's definitely more of the long-term, the chronic, the you know, when people come into caregiving, family caregiving, you know, they might come in for an acute situation, right? Someone has fallen. Someone has gone to the emergency room. There's sort of this …”
Blackington: Healthcare software silos force family caregivers to be the data bridge
“I think what has happened is that a lot of these big healthcare platforms have
Become really siloed. And that is for the sake of data safety. And that's should be a hundred percent should be. And so what has resulted in that is that the go between all of these…”
Blackington: Dovetail is building clinical summary exports for provider charts
“What we're gonna, we're working towards is that you'd be able to take that note, and you would you'd be able to take the note and get a summary for the last, you know, two weeks, three weeks, whatever, and then that would be turned into a clinical note that ge…”
Blackington: Dovetail's first GTM step avoids direct Epic integration
“We're not relying on a full integration with Epic in order to be our step one of a go-to-market strategy.”
Blackington: US family caregivers will expand beyond 63M over next 15 years
“Because there's sixty three million of them in this country, and it is only going to grow and continue to grow for the next 10 or 15 years. It's going to be a monster number by then.”
Blackington: 60% to 70% of Caregivers Alter Employment Due to Care Demands
“A lot of caregivers, the statistic is around, it's between 60 and 70%, I can't remember. They either retire early, reduce their hours, leave their job altogether, search for a new job because of the responsibilities of caregiving hours in the week, right?”
Blackington: Family Caregivers Average at Least 24 Hours Weekly Outside Work
“Family caregivers on average now average at least 24 hours a week of care outside of work.”
Blackington: Dovetail Targets Broader Underserved Consumers Rather Than Medicaid Specifically
“I am really targeting the people who need the infrastructure wouldn't necessarily be able to access the infrastructure. And so how can we create it and offer it for them? As far as like, you know, Medicaid and all of that stuff, I I'm keeping it intentionally …”
Dr. Blackington: Families receive under 20 minutes of home medical training
“There's, there is a statistic that, that families receive less than 20 minutes of education in things like training and medication and all of those pieces at home. And they're doing medical work. You know, you're talking about changing, changing catheters. You…”
Marquez: Clinicians were historically dismissive of patient-reported health metrics
“At least since when I was more involved with health tech, you know, generally speaking, clinicians were dismissive of patient reported metrics.”
Blackington: Dovetail uses AI to translate caregiver observations into clinical language
“With these AI outputs where you're taking observation from somebody who may not have any healthcare experience and what they see, balance, appetite all, all of those things. And then you're turning it into the language that a clinician sees because they have t…”
Blackington: Individual User Subscriptions Create Too Much Friction in Caregiving Software
“The big lesson that we learned in the beginning is that I had originally set it up as individual memberships, so if I wanted to have it for my family, I would have to buy it. Then another person would buy it and all that. And that's just, that's too much frict…”
Blackington: Technical and AI hurdles have fallen for non-technical founders
“The technical piece, as a non-technical founder, the technical piece has become so much less of a hill or a hurdle. The AI piece, so much less of a hill or a hurdle.”
Blackington: Dovetail will train a closed proprietary AI model over OpenAI
“We're talking about being able to train something that is not open AI, that is closed off, and it's, that runs in its own channel, and how can we take that, and what can we train it to What can we teach it about healthcare and about this specific problem that …”