Country Feasibility · vB
Accuracy
76%
Bias
-0.05
Stability
78%
Adoption
73%
Samples: 38 · 2026-03-02
ops eval
Agent Evaluation Dashboard
Validate each agent as a measurable decision module, not a black box.
Agent Scorecards
Site Scout · vB
Accuracy
74%
Bias
-0.07
Stability
75%
Adoption
72%
Samples: 51 · 2026-03-02
StartUp Workflow · vB
Accuracy
79%
Bias
-0.03
Stability
80%
Adoption
76%
Samples: 36 · 2026-03-02
Recruitment Dynamics · vB
Accuracy
78%
Bias
-0.06
Stability
77%
Adoption
75%
Samples: 48 · 2026-03-02
Risk Officer · vB
Accuracy
81%
Bias
-0.02
Stability
82%
Adoption
79%
Samples: 33 · 2026-03-02
Country Feasibility · vB
Accuracy
73%
Bias
-0.06
Stability
76%
Adoption
71%
Samples: 27 · 2026-03-02
Site Scout · vB
Accuracy
71%
Bias
-0.09
Stability
73%
Adoption
69%
Samples: 39 · 2026-03-02
StartUp Workflow · vB
Accuracy
76%
Bias
-0.04
Stability
79%
Adoption
75%
Samples: 29 · 2026-03-02
Recruitment Dynamics · vB
Accuracy
75%
Bias
-0.07
Stability
76%
Adoption
73%
Samples: 42 · 2026-03-02
Risk Officer · vB
Accuracy
79%
Bias
-0.03
Stability
81%
Adoption
77%
Samples: 26 · 2026-03-02
Country Feasibility · vB
Accuracy
72%
Bias
-0.08
Stability
74%
Adoption
69%
Samples: 23 · 2026-03-02
Site Scout · vB
Accuracy
69%
Bias
-0.11
Stability
70%
Adoption
66%
Samples: 34 · 2026-03-02
StartUp Workflow · vB
Accuracy
74%
Bias
-0.05
Stability
77%
Adoption
72%
Samples: 25 · 2026-03-02
Recruitment Dynamics · vB
Accuracy
71%
Bias
-0.09
Stability
73%
Adoption
68%
Samples: 36 · 2026-03-02
Risk Officer · vB
Accuracy
77%
Bias
-0.04
Stability
79%
Adoption
74%
Samples: 22 · 2026-03-02
Version Compare (vA vs vB)
| Agent | vA | vB | Delta |
|---|---|---|---|
| Country Feasibility | acc 68% · bias -0.12 · stab 71% · adopt 64% | acc 76% · bias -0.05 · stab 78% · adopt 73% | acc 8.0% bias 0.07 stab 7.0% adopt 9.0% |
| Site Scout | acc 61% · bias -0.18 · stab 66% · adopt 59% | acc 74% · bias -0.07 · stab 75% · adopt 72% | acc 13.0% bias 0.11 stab 9.0% adopt 13.0% |
| StartUp Workflow | acc 70% · bias -0.09 · stab 74% · adopt 67% | acc 79% · bias -0.03 · stab 80% · adopt 76% | acc 9.0% bias 0.06 stab 6.0% adopt 9.0% |
| Recruitment Dynamics | acc 64% · bias -0.16 · stab 68% · adopt 60% | acc 78% · bias -0.06 · stab 77% · adopt 75% | acc 14.0% bias 0.10 stab 9.0% adopt 15.0% |
| Risk Officer | acc 72% · bias -0.08 · stab 73% · adopt 66% | acc 81% · bias -0.02 · stab 82% · adopt 79% | acc 9.0% bias 0.06 stab 9.0% adopt 13.0% |
Human Feedback Loop
Accepted: 0Rejected: 0Feedback records: 0
Site Scout · vB
Suggestion: Replace 2 low-conversion sites in France
Rationale: vB predicts 14% slower conversion in current bottom quartile sites.
Recruitment Dynamics · vB
Suggestion: Increase pre-screening support in Germany
Rationale: Screen-fail burden contributes most of month-4 gap.
StartUp Workflow · vB
Suggestion: Parallelize ethics and contract package
Rationale: Critical-path lag is concentrated in startup packet handoff.
Risk Officer · vB
Suggestion: Escalate monitoring cadence for 3 sites
Rationale: Risk scoring flags persistent quality variance.