Small models, shared context, smarter spend.
ssmlabs.ai builds AI for people and teams who want more from every token.
join the waitlist
Bring teammates and their AI into the same context, so work builds on work.
See where your tokens and spend go, session by session.
Know how good each AI session was, and where it went wrong.
Decide which tools AI can use and who can use them. Catch access breaches early.
Every AI session is scored against our quality rubric. Managers and technology leaders see how well their teams use AI, not only how much.
Every session adds to a shared org brain that compounds over time. Any engineer can pick up any project with the full context behind it. A human is always in the loop, 24x7, and work never stalls on who is available. We help you build it for free.
See what your AI spend returns.
Interested?
join the waitlistAlready compatible with the top coding agents.Models small enough to run locally, built to perform at state-of-the-art levels. Your voice stays with you.
Built for how people really talk, mixing languages mid-sentence. We start with Hinglish and English, with more languages to follow.
Light on power, so it can listen all day without draining your battery.
Works across your phones and computers.
“Kal ki meeting ko Friday pe shift kar do.”
कल की मीटिंग को फ्राइडे पे शिफ्ट कर दो
Kal ki meeting ko Friday pe shift kar do.
Interested?
join the waitlistWe work with your team to optimise the models and the AI spend behind your specific use cases.
We are a team of experienced engineers with expertise in optimisations, data, and consumer products.
We believe the next wave of the AI revolution is to make it affordable, faster, and private.

Early access to Trackr, Donna.