01 · Token efficiency
400x
more efficient
800K tokens of raw call transcripts become 2K tokens of structured intelligence.
02 · Consistency
2.6x
more consistent
Same question, five runs: the same numbers, findings, and quotes every time.
03 · Output quality
+71%
more accurate
A blind judge scored Amdahl higher on 8 of 10 real GTM questions.