Grounded IntelligenceGrounded Intelligence.
We believe continuous improvement will define the next agent platform.
AI agents have become the primary surface area for how companies operate, across coding, sales, customer service, and everything in between. The bottleneck is no longer building agents, it's getting them to continuously improve in production.
As foundation models become exponentially more intelligent and better at instruction following, the main lever for improving agents shifts from weights to the harness (system prompts, tools, skills, few-shot examples). The signal needed to ground harness improvement already exists, but it's siloed across implicit (clickstreams, payments, sessions) and explicit (LLM traces, feedback, support tickets) data.
Grounded Intelligence closes this loop. We systematically mine user behavior and agent performance insights - and rigorously turn that into frequent harness improvements - so that your agents learn to self-correct and personalize for each user over time.