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Our analyzes on work transformation, augmented organizations and new layers of execution.
Compare 23 model configurations across 113 original long-horizon software-engineering tasks, with pass rate, uncertainty, cost and complete methodology.
The fastest channel is not always the most reliable one. A robust design combines detection, recovery, deduplication and authorization before any business action.
An enterprise process does not improve simply because an agent can plan everything. The right autonomy level depends on work variability, the consequence of error and the ability to regain control.
Task count proves neither quality nor value. A useful scorecard connects business impact, quality, risk, flow, adoption and total cost to a baseline measured before deployment.
