What Teton does

Teton is a Danish AI company that sells a privacy-first in-room monitoring platform for senior living operators, care homes, and hospital wards. The system combines a proprietary ceiling-mounted optical sensor and a local NVIDIA Jetson Orin-NX compute unit running Teton's in-house TEO family of multimodal 3D vision models (TEO-1, TEO-2, TEO-3.5), which perform on-device object detection, action recognition, semantic segmentation, depth estimation, 3D pose and gait analysis, and respiration tracking. No raw images leave the resident's room, with only anonymized structured representations and fail-safe fall clips transmitted to Teton's servers. The platform surfaces real-time alerts, optimized alarms, dashboards, and a conversational AI agent (Samwise) for frontline care staff, plus live resident-to-portfolio analytics and activity-based acuity billing tools for operators and owners. Models are trained on the Gefion NVIDIA DGX SuperPOD and procedurally generated synthetic scenes (Teton AI Gym), and a Rust-based open-source fleet management daemon (Smith) provides >99% uptime across thousands of deployed devices.

Teton monetizes through a combination of upfront hardware sales (sensors and compute units shipped internationally) plus recurring SaaS subscriptions under multi-year enterprise contracts, with professional services and clinical implementation support bundled into enterprise go-lives. The go-to-market is direct enterprise field sales, supported by inside sales (SDRs), a Customer Success team, and partnership integrations with August Health (EHR), Nourish (UK care planning), and E-call (nurse-call). Customer segments span US private senior living operators (e.g., Aquinas Senior Living, Sagora, Northbridge, Gardant), UK care home operators (HC One, Nightingale Hammerson, Country Court Care, Cedar Care Homes), Danish municipalities and regional health authorities, Icelandic national hospital Landspitali, and planned expansion into Norway. The company is venture-backed (most recently a $20M Series A in September 2025 led by Plural) and reports 300% year-on-year customer growth and 13x ARR growth since its seed round, with 10,000+ senior living managers and care staff using the platform across 4 countries.

Name

Teton

Legal name

Teton.AI ApS

Website

https://teton.ai

Company type

Private

Founded year

2020

Operating status

Operating

Headcount range

51–100 employees

Short description

Teton sells a privacy-first AI resident monitoring platform for senior living operators, care homes, and hospital wards, using ceiling-mounted sensors and on-device computer vision to deliver fall detection, predictive care insights, and operational analytics. The company monetizes via hardware sales plus recurring SaaS, serving operators across the US, UK, Denmark, Iceland, and Norway.

Ownership category

akta.pro rank

Product category

AI Senior Care Monitoring

NAICS

Services for the Elderly and Persons with Disabilities (624120), Home Health Care Services (62161)

SIC

Services-Home Health Care Services (8082), Services-Computer Programming Services (7371)

akta.pro primary industry

Fall Detection, Safety & Emergency Response (PERS, Smart Home Health Sensors) (HLAHACAG)

akta.pro secondary industries

Elderly/Frail & Assisted Living Connected Care (PERS/Fall Detection) (HLACAFAE), Elder Care, Wellness & Home Health IoT (Fall Detection, Medical Alerts, Sleep/Wellness Sensors) (HSAPAQAJ), Remote Therapeutic Monitoring (RTM) & Digital Rehabilitation Platforms (HLALABAK), Fall Detection & Automatic Alert Monitoring Services (HSAHAHAC)

Keywords

• AI resident monitoring
• Senior care technology
• Fall detection systems
• Computer vision healthcare
• Predictive care analytics

Headquarters

HQ city

Copenhagen

HQ country

Denmark

HQ region

Europe

Offices6 records

Markets served

GTM type

B2B

Offering type

Software

Cost components

Technology or R&D, Personnel, Marketing or Sales, Operations, Supply Chain

Revenue model

1. Hardware sales + recurring SaaS subscription: Teton installs a small sensor and compute unit in resident rooms (hardware sale) plus ongoing platform subscriptions. ARR grew 13x since seed and customer count grew 300% year-on-year; company claims 5x ROI for owners within one year of installation. Subscription is recurring with multi-year contracts at the enterprise level.
2. Hardware device sales: Sensors and compute units shipped to customer sites. Supply chain ships internationally via NTG, UPS, DHL, FedEx with customs documentation (commercial invoices, packing lists, certificates of origin). Revenue tied to deployments across thousands of devices.
3. Professional services / implementation: Enterprise onboarding, installation, training, regulatory playbook authorship, and clinical solutions engineering (e.g., Clinical Solutions Engineer authoring policy/procedure templates and clinical content review) included as part of enterprise go-lives.

Go-to-market motion1 record

Distribution channels7 records

Marketing channels9 records

Core offering

Teton provides an AI-driven resident monitoring platform that combines ceiling-mounted optical sensors with an on-device edge compute unit (NVIDIA Jetson Orin NX) running proprietary multimodal 3D computer vision models (the TEO family) to deliver real-time fall detection, anonymized fall clips, sleep, mobility, and respiration monitoring for senior living communities and hospital wards. The platform layers on proactive care tools, predictive analytics, portfolio/revenue insights, and the Samwise conversational AI agent for care staff, sold via hardware deployment plus recurring SaaS subscription on multi-year enterprise contracts.

Product overview

Teton.ai sells a single unified AI resident monitoring platform — branded "Teton" (with named deployment variant "Teton One") — that combines in-room optical sensors, on-device proprietary computer-vision models from the TEO family (TEO-1, TEO-2, TEO-3.5), and desktop/mobile applications into one foundational data layer for the point of care. On top of that core platform sit modular capabilities including the Samwise AI Agent for Care Teams, Optimized Alerts, and Common Areas Monitoring, all of which draw from the same resident-monitoring data layer to deliver proactive care, ward overviews, predictive health insights, and operational analytics for senior living communities and hospital wards. Underpinning the platform are Teton's internal AI infrastructure components: the Teton AI Gym synthetic data generator used to train the TEO models, the Deep Snake Brain on-device inference pipeline, and the open-source Smith IoT fleet management system.

Differentiator

Problem solved

Functional benefit

Brands

• Teton One: AI-driven care platform for senior living and healthcare providers, providing real-time insights into resident well-being to enhance care quality and safety; deployed at customer sites such as Aquinas Senior Living.
• Samwise
• Smith

Products and services

• Teton Platform (Advanced Resident Monitoring) AI-driven resident monitoring platform for senior living communities and hospitals, combining ceiling-mounted optical sensors, an on-device edge compute unit running the TEO computer vision model family, and desktop/mobile applications that deliver real-time alerts, fall detection, sleep/mobility/respiration monitoring, predictive insights, and portfolio/revenue analytics. Sold as a hardware deployment plus recurring SaaS subscription on multi-year enterprise contracts.
• Teton One Named AI-driven care platform edition used in U.S. customer deployments (e.g., Aquinas Senior Living's first Pennsylvania rollout at Heritage Springs Memory Care) that provides real-time insights into resident well-being to enhance care quality and safety. Fully compliant with U.S. HIPAA privacy standards.
• Samwise (AI Agent for Care Teams) Conversational AI agent that lets frontline care staff ask natural-language questions about residents and their building and receive clear, instant answers drawn from actual monitoring data on shift, reducing time spent reading charts and dashboards.

Quantifiable outcome

• Reduces falls by 82% (residents 65+)
• +14 more outcomes

Named customers26 records

Segments5 records

Ideal customer profiles4 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

Integration3 records

AI capability13 records

Feature10 records

Partnerships

Four partnerships are on record, tiered core integration partner, flagship technology partner and strategic compute partner.

• Nourishcore integration partnerTechnology or Integration · 11 May 2026Partnership announced May 11, 2026 helping UK care teams act earlier via integration with Nourish (care planning/management software).
• August Healthcore integration partnerTechnology or Integration · 9 February 2026Partnership announced February 2026 to bring AI-powered monitoring directly into senior living EHRs, integrating Teton's resident-level insights with August Health's EHR platform.
• NVIDIAflagship technology partnerStrategic or Co-development PartnerStrategic partner for co-developing the largest point-of-care dataset in senior care. Teton was chosen as one of six pilot projects on the Gefion supercomputer (NVIDIA DGX SuperPOD, 1,528 H100 GPUs), inaugurated by Jensen Huang and King Frederik X of Denmark on Oct 23, 2024. Teton's edge compute runs on NVIDIA Jetson Orin-NX hardware.
• DCAI (Danish Centre for AI Innovation) / Gefionstrategic compute partnerTechnology or IntegrationTeton selected as one of six Gefion pilot projects (two from industry, four from academia) by DCAI, granting early access to massive compute for TEO-2 training.

Scale indicators21 records

Recent moves8 records

Expansion highlights6 records

Direct peers

• SafelyYou: AI-powered fall detection and prevention platform purpose-built for senior living and memory care. Most directly comparable peer: same end market, same outcome metric (falls), and a competing AI monitoring approach that Teton's edge-CV stack differentiates against.
• CarePredict: Wearable-based AI health-monitoring platform for older adults living independently and in senior living. Direct competitor in continuous-activity monitoring and predictive health signals, with a wearable rather than camera-based data acquisition approach.
• Inspiren: AI sensing and analytics platform for senior living and skilled nursing, focused on fall prevention, resident safety, and staff decision support. Closely comparable in product positioning, target buyer (multi-site operators), and outcome-driven value proposition.
• Aiva Health: Voice-first AI care platform for senior living that enables hands-free resident assistance and staff coordination. Comparable as a hands-free AI ambient interface for caregivers, though Teton uses vision rather than voice as the primary modality.
• Caregility: Clinical workflow and virtual-care platform with a strong hospital-ward presence. Comparable on the hospital segment where Teton is also deployed (e.g., Landspitali, Nordsjællands Hospital) and on the proactive-monitoring positioning.

Broad incumbents

• Current Health (Best Buy Health): Enterprise remote patient monitoring platform acquired by Best Buy Health, focused on hospital-at-home and post-acute care. Comparable as a continuous-monitoring incumbent with deeper resources and broader healthcare distribution than Teton.
• Securitas Healthcare (formerly Stanley Healthcare): Established RTLS, wander management, and patient/elder monitoring incumbent with deep senior-living operator relationships. Competes for the same facility-safety budgets and could bundle AI monitoring features into its existing portfolio.
• Tunstall Healthcare: European telecare and telehealth incumbent with a large installed base across UK and Nordic care homes (overlapping with Teton's HC One, Nightingale Hammerson, and Danish kommune customers). Comparable as a regional incumbent in the same monitoring category.
• PointClickCare: Dominant EHR/operating platform for senior living and skilled nursing in North America. Indirectly competitive: controls the operator workflows that Teton integrates with and could conceivably embed native monitoring analytics.

Emerging players

• Vayyar Care: Contactless fall-detection and activity-monitoring solution using radar rather than camera. Emerging competitor in the same privacy-sensitive fall-prevention category, with a different sensing modality than Teton's edge computer vision.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat7 records

Key risks6 records

Key highlights7 records

Customer concentration

• GitHubgithub.com/Teton-ai/smith

Compliance6 records

Revenue estimate

Valuation estimate

Number of profiles

Profiles7 records

Subsidiaries1 record

Funding overview

Funding rounds3 records

Investors6 records

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Teton