Jobs
Retrieval, cite-bind, eval batches, and tool calls as first-class work, not hidden prompts.
Operator surface
The console operators actually run.
HIVE systems around Knolo are not a chatbot studio. Live jobs, approval queues, traces, eval scores, and image inspection — in the environment you named. Knolo Studio is the V5 destination for opening one artifact.
KNOLO STUDIO/legal-msa-v3.knolo
air-gap · mountedV4 LIVE
Evidence query
What does the 2024 MSA say about indemnification for subcontractors?
Answer · strict
lexical first · rerank off
Indemnification for subcontractors is in §8.3 of the 2024 MSA. The contractor remains liable for subcontractor acts as if they were its own, with a written flow-down required before any subcontract is effective.
MSA-2024.pdfp.41 §8.3 · ev-8.3
rider-b-subs.pdfp.3 · ev-rB
memo-counsel-0312.pdfp.2 · ev-m12
Approvals
High-risk actions wait. Export, write-back, send — each has a gate and a name.
Traces
What ran, against which Knowledge Image, with which sources. Reconstructable.
Evals
Scores sit next to the workflow. A system without a fail state is a demo.
Studio as a product surface is V5. Read the architecture. HIVE already ships operator consoles around V4 images.