Logistics
Internal Operations Support for a mid-to-large regional logistics company: shipment tracking, equipment/maintenance requests, safety incidents, and HR inquiries.
154
Test cases
26
Agent tools
Domain agentic intelligence index
We test models on private, non-contaminated tasks.
Here's what we found.
Composite pass^5 score across Tool use evaluations (higher is better).
Error bars show 95% confidence intervals.
Scaling curves
K = 1…5 runs
pass^k — Consistency
% tasks passed in every one of k runs.
Task difficulty distribution
Tasks bucketed by aggregate success rate
Buckets show difficulty tiers based on aggregate of models results on the benchmarking subset.
100%
1 of 143 tasks (1%)
1
75%+
6 of 143 tasks (4%)
6
50%+
96 of 143 tasks (67%)
96
25%+
40 of 143 tasks (28%)
40
0%
0 of 143 tasks (0%)
0
Example task
User Request
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Correct Agent Solution
What Is Tested
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