Fermi
Category: AI in Education
AI-first STEM learning platform combining world-class faculty-led courses with a one-to-one AI tutor and step-by-step solver for deep mastery (founding cohort 2026). Fermi was founded in 2025. The company is led by Peeyush Ranjan. Based in Singapore. Team size: 11-50. Total funding raised: Undisclosed. Latest round: Seed. Key investors include Meraki Labs.
AMW Analysis
Fermi is an AI-first educational platform, founded in 2024 and based in Singapore, offering personalized STEM tutoring for high school students through a Socratic, reasoning-based approach rather than direct answer generation. It has raised an undisclosed seed round from Meraki Labs, which also incubated the venture. News coverage clusters around a single launch event, describing the platform's use of a stylus-first, handwriting-based canvas and multiple LLMs to guide students through problem-solving steps in Math and Physics, targeting India and the US alongside its Singapore base. Reporting cites a three-month pilot involving 79 students and more than 15,000 concept-tests, with figures across the coverage indicating close to 90 percent of sequences reaching consistent mastery, average scores improving from 2/10 to 6.7/10, and a 21 percent drop in reliance on hints. Coverage also situates the launch against a broader pullback in sector funding. Together, the news flow shows a recent, single-launch narrative built around pilot-stage learning outcomes rather than an established multi-round funding or partnership history.
AMW analysis, generated from 6 tracked news signals.
- Founded
- 2025
- Headquarters
- Singapore
- Team size
- 11-50
- Total funding
- Undisclosed
Value proposition
Pairs courses from top-tier global faculty with an always-available AI tutor and step-by-step solver so learners master subjects deeply—protecting productive struggle rather than handing shortcuts.
Products and solutions
Faculty-led STEM courses (founding: physics — Greene, Tong, de Rham, Cliff), Always-on AI tutor (text/voice), Step-by-step problem solver, Concept mastery / progress tracking, Handwriting-first smart canvas (Meraki/launch description still listed)
Unique value
World-class human faculty (depth of the field's best teachers) plus a rigorously trained, always-on AI tutor/solver—scaled 1:1 mastery without answer-dumping shortcuts.
Target customer
Curious serious learners: high-school students ready to go further, undergraduates, postgraduates/PhDs, self-learners; educators/schools (2026 pilot). Founding focus physics, expanding STEM.
Industries served
EdTech, Artificial Intelligence, K-12 Education, STEM Education
Technology advantage
Built on a multi-LLM (Large Language Model) architecture that tracks individual struggle patterns and provides adaptive prompts based on real-time logic analysis.
How they differentiate
Combines hand-selected world-class STEM faculty courses with an always-on AI tutor that explains why and works steps with the student—vs pure answer engines (Photomath) or generic AI tutors (Khanmigo)—while retaining anti-shortcut / productive-struggle pedagogy.
Main competitors
Khan Academy (Khanmigo), Synthesis, Photomath
Key partnerships
Meraki Labs (venture studio; primary backer), US and India operating subsidiaries, Proposed founding faculty: Brian Greene (Columbia), David Tong (Cambridge), Claudia de Rham (Imperial), Harry Cliff (CERN/Cambridge)
Notable customers
Founding-cohort applicants (high school through postgraduate/self-learners), STEM educators / schools (2026 pilot program at fermi.ai/educators)
Major milestones
Incubated by Meraki Labs in 2024, Official product launch in the USA and India in January 2025, Appointment of ex-Google VP Peeyush Ranjan as CEO
Growth metrics
Public launch January 23, 2026 (US & India subsidiaries); three-month pilot with 79 students / 15,000+ concept tests pre-launch. As of mid-2026: founding-cohort applications open for 2026; ~20 employees (Tracxn, May 2026); product marketing evolved to faculty-led courses + AI tutor (physics first).
Market positioning
Premium AI-first STEM mastery platform pairing elite faculty courses with personal AI tutoring; founding cohort 2026 (physics first), US and India footprint.
Geographic focus
United States, India
Patents and IP
No registered patents disclosed as of latest update.
About Peeyush Ranjan
Peeyush Ranjan is a veteran technology executive (~30 years). Most recently GM & VP of Engineering at Google (long tenure through ~early 2025), leading teams on Google Pay, Google Assistant, and parts of Gemini. Previously CTO of Flipkart (Walmart) and VP of Engineering at Airbnb; earlier engineering roles at Microsoft and HP. Joined Meraki Labs as Partner (Apr 2025); CEO & Co-Founder of Fermi AI (May 2025).
Latest news about Fermi
- Former Google VP Peeyush Ranjan and Myntra founder Mukesh Bansal have launched Fermi.ai, an AI-first edtech startup targeting high-school STEM education. Headquartered in Singapore with operations in
- Former Google GM Peeyush Ranjan and Myntra founder Mukesh Bansal have launched Fermi.ai, an AI-first EdTech platform in the US and India. Unlike tools providing instant answers, it focuses on producti
- Former Google VP Peeyush Ranjan has launched Fermi.ai to shift STEM education from answer-driven results to cognitive reasoning mapping. Incubated at Meraki Labs, the platform follows a successful 3-m
- Industry veterans Mukesh Bansal and Peeyush Ranjan launched Fermi.ai, an AI-first STEM platform for India and the US. Using a Socratic model and stylus-first canvas, the platform improved pilot scores
- Ex-Google VP Peeyush Ranjan launched Fermi.ai, an AI-first EdTech startup for STEM in the US and India. A pilot with 79 students and 15,000 tests showed a 21% drop in hint reliance, proving AI can fos
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Official website: https://fermi.ai/