Mirai Labs

📍 San Francisco, United States👥 15 employees💰 Last funded Jan 2026
Technology, Information and Internet🌐 trymirai.com
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We believe in the trinity: model, inference stack, hardware. Companies that focus on a single component of this trinity lack sovereignty and are constrained by the architectural choices made by others. Most labs treat on-device models as scaled-down versions of their cloud-focused cousins. But LLM architectures that evolved for the cloud are not well-suited to on-device setups. Cloud LLMs operate in the arithmetic-bound regime. Mainstream architectures aim to maximise total token throughput by reducing the amount of computation performed per request, and they treat device memory as an unlimited resource. But for on-device deployment, memory is the main bottleneck, both in terms of throughput and the size of the resident set. When designing our on-device architecture, we focus on three core objectives: increasing the arithmetic intensity of the decoding stage, reducing the size of the resident set, and maximally utilising the GPU neural accelerators. This leads us to models that differ from traditional autoregressive transformers in a number of meaningful ways.
3
Total investors
2
Early stage
0
Mid stage
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Late stage
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Founded

Investors

3 investors
All
Early stage
Mid stage
Late stage
Investor geography2 countries
United States
2
United Kingdom
1
Investor activity2024–2026 · investors recorded per year
202412025120261
Recent (last 2y)Earlier
Frequently asked questions
Who invested in Mirai Labs?
Mirai Labs has 3 investors on record on gritt.io, including 2 early-stage backers.
When did Mirai Labs last raise funding?
The most recent investment in Mirai Labs recorded on gritt.io was in January 2026.
What industry is Mirai Labs in?
Mirai Labs operates in Technology, Information and Internet. Find similar Technology, Information and Internet investors on gritt.io.
Where is Mirai Labs based?
Mirai Labs is headquartered in San Francisco, United States.