Side-by-side comparison of AI visibility scores, market position, and capabilities
Future pairs members with 130+ expert human coaches at $199/month using Apple Watch biometrics; 4.9-star rated app with $108M raised ($75M Series C). Founded 2017, San Francisco.
Future was founded in 2017 in San Francisco with the mission of making expert personal training accessible to anyone, not just athletes or the wealthy who can afford in-person coaching. The company built a digital personal training platform that pairs each member with a dedicated human coach who designs individualized workout plans, monitors progress through Apple Watch biometric data, and provides real-time feedback through the app. Future's core philosophy is that accountability and personalization — not generic content — are what actually drive sustained behavior change and fitness results.\n\nFuture's platform pairs members with more than 130 expert coaches who have backgrounds in strength and conditioning, sports performance, and clinical exercise science. Coaches review member activity daily, adjust programming based on recovery and performance data, and communicate directly through the app — creating a relationship-driven coaching model at digital scale. The service is priced at $199 per month, positioning it as a premium alternative to both in-person personal training and algorithm-driven fitness apps. Future integrates deeply with Apple Watch to capture heart rate, workout metrics, and activity data, giving coaches objective performance signals to inform programming decisions.\n\nFuture has raised $108 million in total, including a $75 million Series C, and maintains a 4.9-star rating in the App Store across tens of thousands of reviews — a remarkable signal of member satisfaction in a category often plagued by high churn. The company's human-plus-AI coaching model occupies a distinct position between the low-cost digital fitness market and the high-cost in-person coaching market, and its 130-plus coach network gives it a proprietary talent asset that is difficult to replicate. As demand for personalized health and longevity programs grows among high-income professionals, Future's model scales coach capacity through AI-assisted tools while preserving the relational quality that drives retention.
AI quality assurance with insurance-backed warranties from Swiss Re and Greenlight Re; EU AI Act compliance assessments backed by YC and reinsurance partners for high-risk AI deployments.
Armilla AI is a third-party AI quality assurance and warranty company that evaluates AI models for organizations deploying AI in regulated or high-stakes contexts — assessing models against EU AI Act and NIST AI Risk Management Framework requirements for risks including bias, hallucination, robustness failures, and adversarial vulnerabilities, then providing performance guarantees backed by insurance coverage from reinsurers Swiss Re, Greenlight Re, and Chaucer. Founded in Toronto, Canada, Armilla raised $6.81 million total including a C$4.5 million seed round in February 2024 from Mistral Venture Partners, MS&AD Ventures, Y Combinator, and its reinsurance partners.\n\nArmilla's model is unique in the AI governance market — rather than just providing compliance reports, Armilla backs its assessments with insurance warranty products. An enterprise deploying a third-party AI model can purchase an Armilla warranty that pays out if the model performs differently than assessed (fails on bias, accuracy, or robustness metrics), transferring AI performance risk to insurance markets that can price and distribute it. This insurance mechanism creates financial accountability for AI quality claims that audit reports alone don't provide.\n\nIn 2025, Armilla competes in the AI governance, risk, and compliance market with Credo AI, Arthur AI, and AI audit firms for enterprise AI risk assessment and compliance tools. The EU AI Act, fully applicable by August 2025 for high-risk AI systems, is driving enterprise compliance urgency — companies deploying AI in hiring, credit scoring, healthcare, and other regulated contexts need third-party conformity assessments. Armilla's insurance-backed warranty differentiates its offering from pure advisory competitors. The reinsurer backing (Swiss Re, Greenlight Re, Chaucer) provides both capital credibility and distribution through insurance broker channels. The 2025 strategy focuses on growing EU AI Act compliance assessments and expanding the warranty product coverage to more AI deployment use cases.
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