We build products by understanding the root cause first. Explore our research into fundamental problems and the solutions we're developing.
Every solution starts with understanding what's actually going on.
AI Infrastructure
AI agents fail silently and observability tools only show what happened, never why. The reasoning behind a wrong plan lives buried in context windows, prompts, and tool outputs that teams must reconstruct by hand.
SYMPTOMS
Consumer
Households accumulate recurring charges faster than they can track them. Bill tracker apps promise clarity but demand bank credentials, so fixing the problem means feeding another cloud company your financial data.
SYMPTOMS
Business Operations
Many businesses use static pricing models that don't respond to market dynamics, leading to lost revenue opportunities and reduced competitiveness.
SYMPTOMS
Engineering Management
Engineering teams frequently face burnout due to unsustainable workloads, poor project estimation, and lack of visibility into team capacity.
SYMPTOMS
We're always exploring new problems worth solving. If you have insights or want to collaborate on any of these ideas, we'd love to hear from you.
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