Fastino Raises 17.5 M To Launch TLMS That Do One Job Really Well

Developed by in-house AI researchers from Google DeepMind, Stanford, Carnegie Mellon, and Apple Intelligence, these models deliver performance that is 99 times faster than standard large language models (LLMs), making them both cost-effective and scalable.
“AI is most valuable when it’s specialised, fast, and deployed exactly where it’s needed,” that’s the idea behind Fastino. Fastino's journey began with a realisation that general-purpose models, while versatile, often come with high costs and inefficiencies. Drawing from experiences in their previous ventures, co-founders Ash Lewis and George Hurn-Maloney recognised the need for models tailored to particular tasks. This insight led to the development of TLMs or Task-Specific Target Models which are optimised for tasks like summarisation, function calling, text-to-JSON conversion, PII redaction, text classification, and profanity censoring. Clearing this mission behind the formation of this startup, Lewis stated, “We started this company after our last startup went viral a
Subscribe or log in to Continue Reading

Uncompromising innovation. Timeless influence. Your support powers the future of independent tech journalism.

Already have an account? Sign In.

📣 Want to advertise in AIM Media House? Book here >

Picture of Upasana Banerjee
Upasana Banerjee
Upasana is a Content Strategist with AIM Research. Prior to her role at AIM, she worked as a journalist and social media editor, and holds a strong interest for global politics and international relations. Reach out to her at: upasana.banerjee@analyticsindiamag.com
25 July 2025 | 583 Park Avenue, New York
The Biggest Exclusive Gathering of CDOs & AI Leaders In United States

Subscribe to our Newsletter: AIM Research’s most stimulating intellectual contributions on matters molding the future of AI and Data.