Trust Matters so Search must be better.
Trust Matters so Search must be better.
Context Precision Analysis (CPA) exists because AI today is opaque and untrustworthy. Retrieval systems give results, but not context clarity, the last mile of precision is missing, and without it, trust comes into question and decision making stalls
We see the problem differently. Scale alone is not the answer. Trust is built on sharper context and controllability. Our mission is not to replace existing tools, but to make good products better.
CPA augments dense retrieval with a human-readable semantic similarity layer, grounded in a human-vetted graph we can trust. This delivers accuracy with a fraction of the compute footprint, achieving with precision what others attempt with brute force.
We are building the precision layer for AI. Our mission is to bring clarity, precision, and control to every AI interaction, solving a focused but critical problem, and becoming sharks in our own pond.
CPA is fixing the last mile of precision. If you need it for your product, email us. If you want to help us scale it, join us.
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