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Insights & systems
THE MANTLE JOURNAL
09 STORIES

Enterprise AI Projects
Enterprise AI Projects
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SEP 24, 2026
The hard part of enterprise AI was never getting a model to produce a good answer. It's making that answer trustworthy, traceable, and safe to act on inside a real business — at whatever scale the business turns out to need. That's the layer Mantle exists to be..
06 MIN READ

Self-Scaling Workers
Self-Scaling Workers
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SEP 24, 2026
Self-Scaling Workers & Agent Budgets: Elastic infrastructure and cost control have to ship together — workers that scale up and down on their own only help if agents also operate inside a hard budget (cost, calls, or time), so teams can say yes to production AI without risking runaway spend or getting bottlenecked at volume.
05 MIN READ

Insurance Workflow
Insurance Workflow
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SEP 24, 2026
Insurance Intake Case Study: An anonymized carrier automated the judgment-free parts of policy intake — mailbox monitoring, call logging/transcription, document parsing, and proposal drafting — so requests start moving the instant they arrive and underwriters spend their time deciding, not assembling, with a full audit trail for compliance.
06 MIN READ