Architecture
Work is split into channels, and each channel has one defined job.
Research channel
Daily research, writing and analysis in Normal or High Think. High Think adds retrieval, an independent QA edit and deterministic checks.
Deep-reasoning channel
Audits, Dig synthesis, checkpointed agent tasks and long documents, with adaptive reasoning depth.
Owner channel
Owner-controlled execution locked to maximum reasoning depth, for direct work across tools, documents and code.
Cortex Code
Software builds: plan, parallel build, test-and-repair and visual review, under a per-build budget cap.
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Under the hood
The stable part of the instructions is sent apart from per-turn context, so providers can cache it. Greetings take a light path with a smaller budget. An empty or truncated answer triggers one request for the final answer instead of a blank reply. Background stages extract memory and rewrite folder briefs, and a 1,024-dimension embedding index ranks memory, library and literature by meaning.
Every reply leaves a record: process log, timing trace, tokens and cost.
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By the numbers
Measured from KRIYA’s own test suite, not from marketing.
Contact
KRIYA Cortex is built by Dr. Akhilesh Vats at ACME Research Solutions, a GMP and ISO 9001:2015 certified pharmaceutical CRO in Baghpat, Uttar Pradesh.
info@kriyacortex.com
support@kriyacortex.com
© 2026 ACME Research Solutions. All rights reserved. Artwork generated in code from Indian structural motifs.