Naomi Okafor
Head of Research
Research
“The interesting number is not how often agents succeed. It is how often someone fixes them afterwards.”
Naomi runs Assembly Research and edits the Assembly Index, the benchmark of agent reliability drawn from anonymised invocation data across the customer base.
Her background is in measurement methodology, which mostly means she is the person asking whether a reported success was actually a success.
Written by Naomi Okafor
ResearchBenchmarkResearch
2.3 million
The 2026 Assembly Index: what we found
1 min read
2.3 million
The 2026 Assembly Index
1 min read
Signals
Nine agents on the median desk
Nobody decided to run nine agents. Each arrived separately, and each was individually justified.
1 min read
2026
What we got wrong in the 2025 Index
1 min read
Signals
Why we publish the numbers that embarrass us
Our own correction rate went up this year. Publishing that is the point.
1 min read