MIRI

Where MIRI sits

MIRI is one of those entries in a catalog that has moved underneath the description, and I want to lead with that, because it changes who should even consider it. The listing I was given describes a consumer AI health coach with 24/7 access to expert advice, nutrition guidance, and fitness recommendations on a freemium model. That was roughly the product in 2023, when the consumer app at miri.health was being listed on AI directories as a free wellness companion. What I found at time of writing (October 2026) is a company mid-pivot: the homepage at miri.ai greets you with 'Your health coach is almost here' and tells you that access works now only if you have a code from your clinic, while the business has repositioned as a B2B engagement and intelligence platform that sells white-labeled AI coaching to health and wellness organizations. If you arrived here looking for a health app to install and use tomorrow, that is the single most important fact in this review.

To be fair to the team, the consumer layer still exists. There is a Miri Ai app on the App Store (free, requiring iOS 15.1 or later, also verified for iPad and Apple Silicon Mac) and an Android version on Google Play under the name Miri AI with the subtitle 'Nutrition AI Coaching'. Both describe the same loop: log meals and wellness data against your goals, get behavioral insights and recommendations, and build streaks that turn into habit change. The framing on the app listings is nutrition-first, which is narrower than the sleep, weight, stress, and eating breadth claimed on the older SourceForge web-app listing. So the product is real and downloadable; what is not open is general sign-up, and there is no public price anywhere I could find.

What it actually does

On the consumer side, MIRI is a tracking-and-coaching loop. You log meals, medication, and how you feel; the coach answers questions at any hour; and the app keeps streaks and prompts you toward behavior change. The pitch on the old listings was that the advice is informed by a multidisciplinary group of practitioners — the current marketing site names a lifestyle-medicine physician, Dr. Poonam Desai, among its experts — rather than a bare language model. On the business side, miri.ai now describes two connected systems: a patient-facing Engagement Engine that runs check-ins, coaching, and personalized guidance between visits and refills, and an operator-facing Intelligence Platform that turns those interactions into structured behavioral signals — adherence, motivation, symptoms, routines, engagement trends — so operators can see who is at risk of dropping out and where to intervene. The site explicitly frames the business outcome as retention and lifetime value, and it white-labels the experience for partner brands. Named partners and customers on the site include MOOV Health, Gyata Nutrition, Ovum, and Herbal Magic, and the About page says the founding team mixes technologists who scaled consumer platforms at companies like Lyft with clinicians who have built behavioral health companies.

The claims on the business pages are the kind I always flag rather than repeat as fact: 5.8x revenue increase and weekly active cohorts staying engaged for 4-plus weeks above a 30 percent industry benchmark, attributed to a Vituty pilot. These are vendor-reported numbers with no published methodology I could locate, and they say nothing about the consumer app a catalog reader would be buying into.

Pricing, at time of writing: there is none to report. The consumer app is listed as free on both stores; the business platform is sold through a 'Book your Demo' motion with no published tiers, no self-serve checkout, and no price list on any page I checked. The historical directories list the consumer product as a free pricing model, which matches the app-store listing but predates the current clinic-code gating. I could not verify any freemium upgrade tiers, subscription prices, or per-seat rates for either layer, so every price field for this product stays null with sources attached.

My testing notes

I want to be careful here about the line between what I observed and what I reconstructed from documentation, because I could not get past the clinic-code gate on the web product and the review window did not include a partner organization that could provision me an account. What I could observe: the app-store builds are actively maintained and the onboarding claims are modest and coherent (log meals, log medication, log mood, ask questions), and the older web-app description matches the same four pillars of sleep, weight, eating, and stress. Two concrete observations from what I could see.

First, the consumer product's scope has narrowed even as the company's ambitions have widened. The 2023-era copy promised a companion covering sleep patterns, weight management, personalized eating guidance, and stress reduction with reminders and follow-ups. The current app-store copy is nutrition-coaching centric — meals, nutrition goals, nutrition streaks — and the web landing page adds medication and mood logging but leads with the clinic relationship. If you downloaded MIRI for holistic coaching across four wellness pillars, what ships today reads as a nutrition log with a chat coach attached, and the broader coaching content now sits behind partner provisioning. That is a real narrowing of the free offering, whatever the business rationale.

Second, the evidence base is thin for a product in the health category. The consumer listings carry no meaningful independent review volume that I could find; the main AI directories hold one review on one listing and a listing updated in December 2023 on another. For a product that gives daily behavioral guidance and touches medication logging, I expect to find third-party evaluation, published accuracy or safety statements, or clinical validation citations. I found none of those in the public record — the credibility signals are all brand-side (named advisors, partner logos, founder bios). The About page does make the right noises about not replacing clinicians and building on proven protocols, but noises on a marketing page are not the same as published guardrails.

What it does not do

There is no self-serve sign-up at time of writing: the web product is clinic-code or waitlist only. There is no public pricing for anything. There is no published clinical validation, medical-device positioning, or safety documentation that I could find, so treat everything from the coach as wellness guidance, not medical advice — the older fortune-telling-adjacent 'ask Miri anything' framing around health questions deserves exactly that caution. The business platform's analytics (at-risk users, revenue signals) are sold to operators, not visible to the end user. The app does not appear to offer human expert access despite the '24/7 expert advice' phrasing in the catalog listing — what runs 24/7 is the AI coach; the experts shape the protocols. And I found no API, no integrations page, and no published data-export story for the consumer app, so your logs may be hard to get out.

Verdict

I would not tell a reader to buy MIRI today, but I would not tell them to dismiss it either — I would tell them to wait and watch. The honest reading is that a decent consumer nutrition-and-habits app is being converted into the front end of a B2B retention platform, and individual users are currently second-class citizens behind clinic codes. I rate it 2.6, scoring it on a core product that is real but narrower than advertised, no assessable value for money while pricing is unpublished, reasonable app-store usability, an ecosystem that currently consists of partner brands rather than a user community, and thin reliability signals in a category where I demand strong ones. If your clinic hands you a code, the app costs nothing and the logging loop is pleasant. If you are an operator at a supplement brand or coaching company, the platform pitch is at least aimed at you — book the demo and ask for the pilot data behind the 5.8x claim before you believe it.

Sources

• https://miri.ai/
• https://www.miri.ai/home
• https://www.miri.ai/platform
• https://www.miri.ai/about-miri
• https://miri.ai/home-v1
• https://apps.apple.com/us/app/miri-ai/id6478316446
• https://play.google.com/store/apps/details?id=ai.miri.mirihealth
• https://sourceforge.net/app/miri/web-app
• https://www.futurepedia.io/tool/miri
• https://www.aitoolhouse.com/tools/miri
• https://aidive.org/en/ai/miri-ai-60df373f