Insights from APA Labs

APA Labs launches resource to guide clinicians, health systems and the public to evidence-based digital mental health tools

Wed, 15 Apr 2026 18:23:06 GMT

APA Labs’ Digital Badge Solutions Library supports clinicians, health systems, and users in search of these tools

Washington — To help health care providers and users searching for digital mental health products they can trust, APA Labs has launched the Digital Badge Solutions Library , a resource of digital mental and behavioral health technologies that have been awarded an APA Labs Digital Badge.

APA Labs, a unit of American Psychological Association Services, Inc., developed its Digital Badge program in partnership with ORCHA, a leader in digital health product evaluations, to offer independent, evidence-based evaluation of digital mental and behavioral health technologies. The badge is awarded to technologies that submit for evaluation and meet proprietary criteria addressing regulation and safety, data protection and privacy, usability and accessibility. Evaluations of these criteria are grounded in scientific principles and regulatory alignment, based on a proprietary framework developed by APA Labs and intended to highlight best practices in a largely unregulated market.

“Navigating the vast landscape of digital health tools can be overwhelming,” said Chris Mosunic, PhD, Chief Clinical Officer at Calm, one of the first technologies featured in the Digital Solutions Library. “The Digital Badge program brings incredible value to the space by providing a trusted framework for safety, ethics and evidence-based practice. As an original supporter we’re proud to display a badge that helps people make informed, confident choices about digital mental health.

“Digital mental health apps are exploding to meet rising demand, yet care providers are often left stuck figuring out which tools to recommend,” said Raj Amin, CEO and Co-Founder at Arcade Therapeutics, the developer of the StarStarter for Anxiety app. “Earning the APA Labs Digital Badge helps provide that clarity—giving care providers confidence that our app has been evaluated for safety, ethics and evidence-based use and can serve as a meaningful complement to care.”

The Digital Badge Solutions Library provides a searchable collection of technologies that have earned the APA Labs Digital Badge. As the library grows, it will support clinicians, health care systems, payers, funders and the general public in exploring, recommending and integrating digital mental and behavioral health tools.

“Technology can significantly expand access to mental health support—but only when it’s grounded in scientific research and responsible design,” said Tanya Carlson, managing director, APA Labs. “The Digital Badge Solutions Library is designed to cut through a crowded and often confusing marketplace, offering trusted, independent guidance rooted in evidence, ethics and real world use.”

To meet demand for independent evaluation, the Digital Badge Solutions Library launched with an initial cohort of early adopters. As more companies move through evaluation, the library will expand rapidly—helping shape shared expectations and best practices in a continuously evolving space.

More information about the APA Labs Digital Badge Program and the Digital Badge Solutions Library is available on the APA Labs website .

About APA Labs

APA Labs is a unit of APA Services, Inc. (APASI), the companion professional association of the American Psychological Association (APA). APA Labs supports the work of APASI through creative, collaborative, psychology-centered projects, programs, and solutions.

GIMBHI's Annual Report: 2025 State of Mental Health Innovation - Building Trust in Digital Mental Health

Wed, 08 Apr 2026 16:34:05 GMT

Written in partnership between GIMBHI & APA Labs

The pace of innovation in digital mental and behavioral health continues to accelerate, yet many of the challenges facing the field remain unchanged.

Over the past year, through conversations with hundreds of innovators – founders, clinicians, researchers, health systems, payers, investors, and others committed to leveraging technology to improve lives – a set of clear themes has emerged.

These themes shed light on why promising solutions struggle to scale and where the greatest opportunities lie for strengthening the ecosystem.

APA Labs launched in February 2025 with a focus on these very challenges. By drawing on APA’s scientific expertise and long-standing commitment to evidence-based practice, the aim has been to help create a more trusted and navigable environment for digital mental and behavioral health innovation.

Theme 1: The Innovation Economy Is Stalling — Not From Lack of Ideas, but Lack of Credibility

The volume of digital mental and behavioral health innovation is extraordinary. The adoption rate is not.

Leaders across healthcare consistently describe the same dynamic: an overwhelming evaluation burden placed on teams already managing competing priorities. With vendors offering similar claims and limited reliable signal to guide decisions, the cost of a misstep – clinical, financial, reputational – is high enough to slow adoption, even when the appetite for innovation is strong.

In short, the sector doesn’t have a solution problem; it has a trust problem. Decision-makers are no longer buying innovation – they’re buying risk reduction.

This distinction reframes how companies must communicate value and how the ecosystem must evolve to support responsible adoption. APA Labs was designed with this gap in mind: to help clarify signal from noise, strengthen the credibility of emerging solutions, and align innovation more closely with clinical and operational realities.

Theme 2: Vendor Fatigue Is Becoming a Clinical-Grade Problem

The growing number of digital tools competing for attention has created a new form of friction: evaluation fatigue.

Across conversations, decision-makers express a need for independent, credible guidance that reduces the burden on internal teams. They want clearer expectations for what constitutes “good” in this space – grounded in evidence, ethics, clinical expertise, and psychological science.

Frameworks and tools that establish shared standards are emerging as one way to meet this need. APA Labs contributes to this effort through its Digital Badge program , which defines evidence-based and ethical best practices for digital mental and behavioral health tools. The intention is not merely to evaluate products, but to provide a roadmap that helps founders and builders understand how to align their work with real-world expectations.

Complementing this, the APA Labs Expert Network and Advisory collaborations connect innovators with interdisciplinary experts – psychologists, clinicians, researchers, technologists – who help clarify emerging standards, anticipate evidence expectations, and strengthen the foundations of their products. These supports are designed to ease evaluation burden for decision-makers while helping innovators build responsibly from the outset.

Together, efforts like these address not only vendor fatigue but the deeper need for trusted, neutral insight that accelerates responsible innovation.

Theme 3: Fragmentation Is a Massive Impediment to Innovation

The urgency of the mental health crisis has fueled activity, but it has also amplified fragmentation. The result is a crowded, disconnected ecosystem that is difficult to navigate – for innovators and decision-makers alike.

The market is beginning to shift. Point solutions, while valuable, are giving way to conversations about platforms, shared standards, and interoperable frameworks that enable stakeholders across the system to work with greater alignment and less duplication.

This shift is not just structural; it is a sign of where authority and influence will sit in the next phase of digital mental and behavioral health. Organizations positioned to help the field mature will be those able to offer:

credible, evidence-based guidance,
independent evaluation, and
cross-sector convening and consensus-building.

APA Labs plays a role in this emerging infrastructure. Through evaluation frameworks like Digital Badge , expert-driven advisory work , and efforts to connect diverse stakeholders, the goal is to help bring greater clarity, coherence, and shared understanding to a rapidly evolving landscape.

No single organization can solve these challenges, but collective progress becomes possible when trusted actors contribute to common frameworks and shared expectations.

Shaping the Future Together

These themes point to an inflection point for digital mental and behavioral health. The path forward will require not just new tools, but deeper trust, stronger alignment, and more consistent collaboration across sectors.

APA Labs was created with these priorities in mind, but progress in this space has never been – and cannot be – the responsibility of any one organization. The work ahead depends on continued partnership across innovators, clinicians, researchers, health systems, payers, and community organizations.

By reinforcing evidence-based practices, engaging interdisciplinary expertise, and fostering meaningful connection across the ecosystem, we can help the field move toward a more credible, coherent, and outcome-driven future. The opportunity is significant. So is the responsibility.

Relational AI, Synthetic Companionship & the New Responsibility of Digital Mental Health Founders

Thu, 19 Mar 2026 15:57:18 GMT

Synthetic relationships are no longer experimental.

AI-enabled companion tools, emotional support chatbots, and conversational agents are increasingly positioned as substitutes for social connection. For many users, these tools are filling a very real void — addressing the fundamental human need for connection, affirmation, and belonging.

But as adoption grows, so do the risks.

A recent APA Monitor article by Dr. Efua Andoh flags what the research is beginning to show: excessive reliance on AI companion tools may worsen loneliness over time and erode real-world social skills.

When users form emotional bonds with nonhuman systems, the line between support and substitution becomes blurred.

For founders and teams developing AI in digital mental and behavioral health, these risks are not theoretical. They are product realities.

Emotional Simulation in AI Mental Health Tools Is Not Neutral

Relational AI and companion chatbots interact directly with attachment systems, identity formation, vulnerability, and emotional regulation.

When a digital mental health app simulates empathy, affection, or companionship, it produces measurable psychological impact — whether intended or not.

Founders and product leaders developing AI mental health tool must ask:

What is the long-term behavioral effect of repeated interaction?
Are we supplementing connection or replacing it?
What guardrails exist for vulnerable users?
How are minors protected?
What happens when a user expresses suicidal ideation?

These are not edge cases in digital mental health innovation. They are foreseeable design obligations.

At APA Labs , we view responsible digital mental and behavioral health innovation as a shared responsibility between developers, clinicians, researchers, and regulatory leaders.

Chatbot Regulation Is Accelerating

Regulation of Mental health chatbots and companion AI is no longer speculative.

States are beginning to respond.

In November 2025, New York passed a law requiring chatbots to remind users every three hours that they are not human.

In California, Governor Gavin Newsom signed the Companion Chatbots Act (S.B. 243), mandating similar nonhuman disclosures, prohibiting exposure of minors to sexual content, and requiring crisis-response protocols for users expressing suicidal ideation.

These policies signal an emerging expectation: AI mental health tools must incorporate transparency, user safety protection, and regulatory foresight.

For founders, this means product decisions must anticipate compliance expectations before enforcement becomes reactive.

Designing AI in Behavioral Health for Responsibility

The next phase of digital mental health innovation will be defined not by conversational realism alone, but by safety, evidence, and oversight.

Responsible AI mental health development requires:

Clear disclosures that distinguish human and nonhuman interaction
Evidence-informed product design
Independent evaluation pathways
Crisis response and escalation protocols
Ongoing assessment of user impact

Independent evaluation of digital mental health apps and AI-enabled behavioral health platforms is becoming central to long-term credibility.

At APA Labs , we work at the intersection of psychology, technology, and evaluation to strengthen the mental and behavioral health ecosystem. That includes supporting mental health app evaluation , advisory services , and expert matching to help teams build responsibly.

Responsible innovation in this space requires psychological expertise embedded early — not added later in response to public scrutiny.

Responsibility as Competitive Advantage

Relational AI and companion chatbots may help address loneliness, and barriers to care. However, innovation without oversight risks eroding trust – and inviting regulatory intervention.

In digital mental and behavioral health, trust is not optional.

User safety in mental health technology is becoming a defining market differentiator. Founders and teams who embed psychological expertise and independent evaluation into their development lifecycle will be better positioned to scale sustainably.

The standards guiding AI mental health tools are being defined now by regulators, researchers, and industry leaders.

Digital mental health founders who prioritize responsible innovation will not only reduce risk. They will shape the future of behavioral health technology.

Three Key Considerations for Mental Health Tools

Thu, 18 Dec 2025 17:35:07 GMT

Adapted from the congressional testimony of Dr. Mitch Prinstein, Chief Science Officer, American Psychological Association (APA)

As AI continues to reshape how we deliver and experience mental health support, one truth must remain at the center: technology should serve human well-being, not compromise it.

Dr. Mitch Prinstein of the American Psychological Association outlined essential commitments for developers, policymakers, and organizations building AI-driven mental health tools. Below are three considerations for human-centered innovation—rooted in transparency, privacy, and equity.

1. Transparency and Ethical Interaction

Build trust through honesty and accountability.

AI systems should never misrepresent themselves as human—or as licensed professionals like psychologists or therapists. Transparency helps users understand the boundaries of AI and reinforces the essential role of real human connection in care.

Disclose clearly and persistently when users are interacting with AI.
Make training data auditable to identify bias and ensure accountability.
Keep humans “in the loop” for any decisions involving mental health.

Ethical Guardrail: Harm Reduction.
Transparency prevents misinformation and protects users from undue reliance on AI for sensitive emotional support or crisis decisions.

2. Privacy and Protection by Design

Protecting users—especially young people—must be the default, not the exception.

Children and adolescents are particularly vulnerable to manipulative design, exposure to bias, and developmental harm. Companies must take proactive steps to ensure safety and privacy across all digital touchpoints.

Conduct independent pre-deployment testing for developmental safety with development psychology experts.
Enforce “safe-by-default” settings that prioritize privacy and minimize persuasive or addictive design.
Prohibit the sale or use of minors’ data for commercial purposes.
Safeguard biometric and neural data, “including emotional and mental state information . ”

Ethical Guardrail: Privacy.
Every mental health tool must respect users’ autonomy and confidentiality—especially when dealing with personal or biometric data. Privacy is not just a compliance box; it’s an ethical obligation.

3. Research, Equity, and Accountability

Commit to long-term learning and equitable outcomes.

AI development should never outpace our understanding of its impact. Responsible innovation means continuously studying who benefits and who might be harmed by these systems.

Fund independent, publicly accessible, long-term research on AI’s effects on mental health, especially in youth populations.
Enable researcher access to data for unbiased studies.
Prioritize equity in design by incorporating psychological experts ensuring AI systems work across diverse populations without amplifying discrimination or bias.

Ethical Guardrail: Equity.
AI must be trained, tested, and refined with inclusivity in mind. Equal access, representation, and protection are non-negotiable for ethical AI in mental health.

The Bottom Line

Technology can expand access to care, but it can also amplify harm if ethics aren’t embedded at every step.

APA’s Health Advisory on AI Chatbots and Wellness Apps also offers insights into how AI tools can be designed to protect vulnerable populations and reduce disparities in digital mental and behavioral health.

By prioritizing transparency, privacy, and equity, we ensure that innovation in mental health technology remains human-centered, developmentally informed, and psychologically safe.

�� Download the Ethical Guardrails checklist to help assess whether your digital mental and behavioral health tool aligns with three core principles: transparency, privacy, and equity.

Based on the congressional testimony of Dr. Mitch Prinstein, Chief Science Officer, American Psychological Association (APA).

In the News: Building trust in digital mental and behavioral health technology

Mon, 24 Nov 2025 22:03:44 GMT

From Fortune: In a market projected to reach $33 billion by 2030, APA Labs aims to close the standards gap with its evidence-based Digital Badge Program.

In the shifting landscape of digital health, one fact is impossible to ignore: The market for mental and behavioral health technology is booming. However, the speed of innovation has outpaced the development of consistent standards for evaluating safety, usability, and scientific principles—creating uncertainty among consumers, providers, and investors alike. That’s why American Psychological Association Services, Inc. (APASI) created APA Labs. APA Labs was launched to accelerate innovation at the intersection of psychology and technology. Its mission is to support evidence-based, ethical, and scalable innovation in digital mental and behavioral health technology.

A missing signal in a noisy market

Millions of dollars flow into apps, platforms, AI-driven solutions, and services that claim to solve a variety of challenges across mental and behavioral health. Yet for many users, clinicians, health systems, payers, and investors, an important question persists: Which tools genuinely deliver measurable impact and which are driven by market hype? With the digital mental and behavioral health market expected to exceed $33 billion by 2030, the lack of standardized criteria or benchmarks has made it difficult to determine which technologies are reliable and safe. That’s the gap APA Labs is actively addressing and filling.

Fostering market trust with the APA Labs Digital Badge Program

Recognizing the need for greater clarity and trust in digital mental and behavioral health technologies, APA Labs created the Digital Badge Program to help clinicians, health systems, and users navigate the crowded marketplace. The APA Labs Digital Badge Program evaluates technology across six essential domains, awarding badges that align with proprietary criteria in the following areas:

Scene setters: clarity about the product’s intended purpose and audience
Scientific principles: rigorous support for any clinical or behavioral outcomes claimed
Regulation and safety: compliance with relevant laws and inclusion of appropriate safety protocols
Data protection and privacy: responsible data practices and user rights
Technical security and stability: encryption, reliability, and robust software integrity
Usability and accessibility: adherence to accessibility standards and clinical design best practices

“With so many digital mental and behavioral health technologies on the market, it’s difficult for consumers, clinicians, and health care providers to know which ones they can trust,” explained Tanya Carlson, managing director of APA Labs. “At the same time, responsible developers want to build impactful products but often lack clear guidance on best practices to create safe, ethical, and science-based solutions. The APA Labs Digital Badge will provide an evidence-based evaluation that helps the public make informed choices, gives clinicians confidence in what they recommend, and supports developers who are committed to ethical, trustworthy products.”

...

Continue reading the full article on Fortune

In the News: Discover how APA Labs is redefining mental-health tech innovation by bridging clinical expertise, ethics, and startup support

Mon, 24 Nov 2025 21:54:52 GMT

From the Hemingway Report: Hi friends,

What holds back mental health innovation? I spend a lot of my time thinking about that problem.

I also think about who can help solve this problem.

Who are the organisations with the capabilities and influence required to bring innovation to patients in a way that moves the needle on population mental health?

One of these organisations is the American Psychological Association (APA). The APA represents over 170,000 members and is the single largest group of psychologists in the world. As a result, they hold significant influence in our space.

They also have an interesting perspective on mental health and the larger ecosystem - one that those on the tech side of this world may not always see.

In February, the APA did something interesting. Something a lot of people wouldn’t have anticipated. Under their companion organisation, American Psychological Association Services Inc. (APSAI), they launched APA Labs, a new initiative to accelerate innovation in mental health technology.

I actually hadn’t heard about APA Labs until last month. But over the last few weeks, I’ve been catching up with their team to learn more about what they are doing, to get their perspectives on mental health tech, to hear their plans for supporting innovation and specifically, to discuss an upcoming event they are running to build better solutions in this space.

In today’s post, we discuss:

Some key barriers to mental health innovation.

The story behind APA Labs, and how they are thinking about mental health tech.

My take on APA Labs, their initiatives, the value they will bring and challenges they may face.

The “Inside the Lab” event, all the details on APA Lab’s flagship event for startups, clinicians and funders.

Let’s get into it.

...

Continue reading the full article on The Hemingway Report

Building Trust in Digital Mental and Behavioral Health Technology: Why Evidence Matters

Thu, 20 Nov 2025 17:54:28 GMT

In an era where mental health is finally receiving the global attention it deserves, innovation in the field is accelerating at an unprecedented pace. Thousands of digital tools—apps, platforms, chatbots, and wearables—claim to support well-being, reduce stress, and even treat mental illness. But as the mental and behavioral health tech space expands, so does the confusion, skepticism, and risk.

At APA Labs , we believe that the future of digital mental and behavioral health depends on one thing: trust . And trust, in this space, must be built on evidence .

The Cost of Convenience Without Proof

In many ways, mental and behavioral health tech has become the wild west. With low barriers to entry and high public demand, new products hit the market daily—some grounded in science, others based purely on anecdote or algorithm. While well-intentioned, many of these tools fall short of the rigor we expect from interventions that promise to improve lives.

When tools aren’t rooted in evidence or guided by ethics, the consequences can be real:

Misinformation can lead people away from effective care
Bias in design or AI can exacerbate disparities
Poor UX can drive disengagement, especially among vulnerable populations
Unproven claims can erode trust in the entire digital mental and behavioral health sector

Evidence as a Trust Signal in Innovation

Just like the nutrition label on food or the crash rating on a car, a clear signal of credibility is critical in helping users, clinicians, healthcare systems, payers and investors make informed decisions about mental and behavioral Tech. At APA Labs , we developed the Digital Badge to serve as that signal—a mark of alignment with APA’s perspective on best practices in science, ethics, and usability. But evidence doesn’t only mean randomized trials. It also means:

A scientific foundation rooted in psychology or behavioral research
Ethical guardrails around privacy, harm reduction, and equity
A product experience that is engaging, accessible, and likely to achieve meaningful outcomes

Whether you're building a breathing app, a platform for therapy, or an AI-powered screening tool, rooting your product in psychological science and evidence doesn't limit innovation, it strengthens it. It gives users a reason to trust, funders a reason to invest, and clinicians a reason to adopt and recommend.

Meeting Founders Where They Are: The Readiness Program

We recognize that not every product may be ready today for a full evaluation. That’s why we’ve launched the Digital Badge Readiness Program —designed to help early- and mid-stage teams understand what “evidence-ready” looks like, and how to get there.

Through this program, participants gain:

Access to APA Labs’ proprietary evaluation framework
Tailored feedback on their scientific, ethical, and usability readiness
Actionable guidance to improve or prepare their tools for a full review

Whether you’re a solo founder, a university spinout, or a venture-backed startup, the Readiness Program provides the insight needed to build better—and build trust.ust.

Apply or learn more here →

A Shared Standard for a Stronger Future

Ultimately, building trust in mental and behavioral tech isn’t just APA Labs’ responsibility—it’s the work of all of us. Developers, investors, clinicians, regulators, and users all have a role to play in holding this space accountable to its promise.

If we want a world where digital tools truly support mental health at scale, we must ask harder questions, demand stronger evidence, and recognize products that rise to the challenge.

At APA Labs, we’re not here to slow innovation. We’re here to accelerate it and build the future of mental and behavioral health, together.