Seattle’s early-stage founders are applying AI across industries — from education and healthcare to marketing and cloud security.
Our latest Startup Radar features five new ventures using intelligent systems to help students launch companies, employees navigate healthcare, and enterprises manage data more effectively.
This regular series spotlights early stage startups across the Seattle region that are getting off the ground with innovative ideas.
Read on for brief descriptions of each company — and a pitch assessment from GPT-powered “Mean VC,” which we prompt to offer both positive and critical feedback.
Check past Startup Radar posts here, and email me at [email protected] to flag other companies or startup news.
Aspir
Founded: 2025
The business: AI co-pilot that helps university students launch startups faster. The platform combines guided workflows, document generation, and task management to cut “time-to-first business” in half. The bootstrapped company will launch pilots at five universities this month and plans to generate revenue through a freemium model for students, with institutional licenses for universities.
Leadership: Founder Nicole Doyle is a tech recruiting vet with stints at Ford, GM, AWS, Uber, Meta and more recently RISC Zero. Earlier this year she became the Pacific Northwest director for Founder Institute.
Mean VC: “Aspir smartly taps into the student founder boom with a structured, AI-driven launchpad that could make startup creation as accessible as writing a term paper. But unless universities fully adopt and embed it in their ecosystems, you’re betting your future on the least reliable customers in tech — students with enthusiasm but no budgets.”
Decipher Healthcare
Founded: 2025
The business: AI-powered healthcare navigation app that helps employees find providers, check benefits, and understand bills without relying on a call center. Targeting small- and mid-sized employers, it provides a HIPAA-compliant chat interface that integrates with benefits systems to automate common tasks and requests. The company, part of the AI2 Incubator in Seattle, is running paid pilots.
Leadership: CEO Pete Francis previously co-founded Xembly, a Seattle startup that built an AI “chief of staff.” He was also head of global growth at Qualtrics and a vice president at T-Mobile. He co-founded Decipher with former UnitedHealth Group exec Sid Bothra. Former Apple and Xembly engineer Scott Johnson is head of engineering.
Mean VC: “Decipher is tackling one of the most painful, universal headaches in healthcare — benefits confusion — with a pragmatic, automation-first approach that employers will actually pay for. The challenge is that incumbents like Accolade and Quantum Health already own employer trust and integrations, so without a clear wedge or 10x better UX, you risk being a sleek chatbot knocking on locked HR doors.”
MathGPT
Founded: 2023
The business: Helps students understand math and STEM concepts through step-by-step explanations, video lessons, and practice exams. The company’s app, PocketMath, lets learners chat with an AI tutor for instant help and clarification. The bootstrapped, 4-person startup surpassed seven figures in annual recurring revenue last year and reports more than 10 million users.
Leadership: Founders Nour Gajial and Yanni Kouloumbis studied computer science at Cornell University and departed after two years to focus on MathGPT full-time. Gajial attended Lakeside School in Seattle.
Mean VC: “Cracking seven figures in ARR and 10 million users in a brutal edtech market proves MathGPT has found real traction where most startups flatline. Still, AI tutoring is a crowded, easily cloned space — without strong defensibility or institutional adoption, today’s math hero could become tomorrow’s forgotten homework app.”
SolyCrys AI
Founded: 2025
The business: Turns fragmented marketing and industry data into real-time intelligence. The platform integrates with enterprise LLMs to track customer sentiment, competitive moves, and market trends. The bootstrapped company is already working with enterprise users in tech and retail.
Leadership: CEO Gwen Chen was a head of product marketing at AWS and a marketing leader at UiPath. She leads the company with co-founders Jia Chang, who spent nearly 15 years at Microsoft, and Eason Wang, a former director of product management at Tencent and Alibaba.
Mean VC: “Transforming chaotic marketing data into actionable, real-time intelligence for enterprises hits a deep pain point and shows strong early traction. But every analytics vendor from Salesforce to Sprinklr claims the same magic — unless SolyCrys can prove faster insights or unique data pipelines, it’ll get crushed under the ‘real-time AI dashboard’ pile.”
StratoCloud
Founded: 2024
The business: Secures and simplifies multi-cloud operations across AWS, Azure, and Google Cloud. Its tools automate compliance, remove standing credentials, and provide unified visibility across environments. The startup, backed by the AI2 Incubator, says customers see more than 50% faster compliance preparation.
Leadership: Thiru Bhat was a director at VMWare and principal software engineer at Microsoft. Co-founder Dean Efrati spent more than 12 years at VMWare in engineering leadership roles.
Mean VC: “Automating compliance and eliminating standing credentials across clouds is a sharp, security-first angle that directly addresses enterprise pain. But in a market saturated with cloud posture tools and overlapping acronyms, StratoCloud will need more than speed claims — it needs a moat that Wiz, Orca, or Palo Alto can’t replicate in a sprint.”
