# Neurometric AI Raises $4M, Launches Token Engineering Platform > Source: > Published: 2026-06-25 20:38:56+00:00 PR Newswire and AlleyWatch report that **Neurometric AI** launched an automated token engineering platform and raised **$4 million** in a pre-seed round earlier this spring. AlleyWatch says the round included investors such as **Betaworks**, **ex/ante**, **Everywhere Ventures**, **Encoded Ventures**, **Vermillion**, **Abstraction**, **Mu Ventures**, and angels including **Jason Calacanis** and **Dharmesh Shah** (CTO of HubSpot), with CEO and cofounder **Rob May** quoted on the raise. Per AlleyWatch and Dealroom, the platform evaluates individual model calls inside agentic AI workflows, performs model routing and prompt optimisation, caches outputs, applies confidence-based failover, and can generate specialised small language models when no existing model fits. AlleyWatch reports an early customer cut a workflow from **$40,000 per year** to **$250 per month** while improving accuracy from **70%** to **96%**, and Dealroom notes early engagements show accuracy gains up to **20 points**. Dealroom reports Neurometric will use the funding to expand engineering and AI research teams.