Test evidence
Criterio CCO · The commercial functionStatistical analysis of the tests
How Augusto and Valeria perform across 2 rounds of testing, with the margin of every result and each failure with its origin. It is regenerated from the repository’s evidence with every round.
Most recent complete round: 2

At a glance
The most recent round, round 2, partial, on 9 of the material's 15 entities: 117 of 117 seeded signals found (95% margin: 96.8–100%) and 0 extra; 45 of 45 data items extracted right (100%, 95% margin: 92.1–100%); and 3 of 3 control entities with no signal at all.
Across rounds 1–2, 228 of 236 signals found, 3 extra and 100 of 100 data items right. The rounds repeat the same material: they are not independent samples, and the margin is computed over each round's cases.
What was tested and how
On each entity, Augusto and Valeria run their setup and processing —the commands that process the documents and write the records—, with a token cap set before starting, on material whose key is kept apart and never seen. The other commands calculate on those records with the engine, which is tested on every change to the repository. Signals are compared by name and key; extraction, field by field, against what the written documents say. Control entities carry no seeded defect: any signal in them is a failure.
Coverage: of the seeded signals, how many were found. Precision: of those raised, how many were right. 95% margin: Wilson confidence interval over the cases.
- Rounds
- 2; the most recent, round 2, is partial
- Material
- Manufacturing · Peru, Retail · Chile, Retail · Ecuador, Services · Peru, Technology · Chile, Technology · Ecuador
- Control entities
- Control · Chile, Control · Ecuador, Control · Peru
- Entity runs
- 20
- Seeded signals
- 236
- Data items graded
- 100
Cumulative results · rounds 1–2
| Measure | Cases | Result | 95% margin |
|---|---|---|---|
| Signals · coverage | 228 of 236 | 96.6% | 93.4–98.3% |
| Signals · precision | 228 of 231 | 98.7% | 96.2–99.6% |
| Extraction · data right | 100 of 100 | 100% | 96.3–100% |
| Control · with no signal | 6 of 8 | 75% | 40.9–92.9% |
Round by round
A round that does not run every entity is partial: the first, small one, before the complete one, or a verification round, which repeats the runs a fixed defect left pending.
| Round | Entities | Signals · coverage | Signals · precision | Extraction | Control with no signal | Tokens | Defects |
|---|---|---|---|---|---|---|---|
| 1 | 10 | 93.3% | 98.2% | 100% | 3 of 4 | 30.9 M | 3 |
| 2 | 10 | 100% | 99.2% | 100% | 3 of 4 | 30.4 M | 1 |
The most recent round · round 2
| Measure | Cases | Result | 95% margin |
|---|---|---|---|
| Signals · coverage | 117 of 117 | 100% | 96.8–100% |
| Signals · precision | 117 of 117 | 100% | 96.8–100% |
| Extraction · data right | 45 of 45 | 100% | 92.1–100% |
| Control · with no signal | 3 of 3 | 100% | 43.8–100% |
By industry and country · round 2
| Material | Agents | Signals | Extra | Extraction | Tokens |
|---|---|---|---|---|---|
| Manufacturing · Peru | Augusto, Valeria | 20 of 20 | 0 | 5 of 5 | 3.2 M |
| Retail · Chile | Augusto, Valeria | 19 of 19 | 0 | 5 of 5 | 3.2 M |
| Retail · Ecuador | Augusto, Valeria | 18 of 18 | 0 | 5 of 5 | 3.2 M |
| Services · Peru | Augusto, Valeria | 20 of 20 | 0 | 5 of 5 | 3.1 M |
| Technology · Chile | Augusto, Valeria | 20 of 20 | 0 | 5 of 5 | 3 M |
| Technology · Ecuador | Augusto, Valeria | 20 of 20 | 0 | 5 of 5 | 3.1 M |
| Control · Chile | Augusto, Valeria | 0 of 0 | 0 | 5 of 5 | 2.6 M |
| Control · Ecuador | Augusto, Valeria | 0 of 0 | 0 | 5 of 5 | 3.1 M |
| Control · Peru | Augusto, Valeria | 0 of 0 | 1 | 5 of 5 | 2.9 M |
| Control · Peru | Augusto, Valeria | 0 of 0 | 0 | 5 of 5 | 2.9 M |
What failed, one by one · rounds 1–2
11 failures in 20 runs, each with the defect that explains it: its origin says whether the agent or the test failed. The figures are those of the original grading: 0 of those failures came from the test —the harness or the key—, not from the agent, and with the test fixed they grade as right.
| Round | Material | What | Where | Defect | Origin |
|---|---|---|---|---|---|
| 1 | Control · Mexico | Extra signal | ["commission_differs_from_plan", "comision:2026-10:isabel_mendez"] | — | — |
| 1 | Control · Mexico | Extra signal | ["commission_differs_from_plan", "comision:2026-10:oscar_delgado"] | — | — |
| 1 | Services · Mexico | Signal missed | ["close_date_slipped", "corre:OPP-1504"] | — | — |
| 1 | Services · Mexico | Signal missed | ["close_date_slipped", "corre:OPP-1526"] | — | — |
| 1 | Services · Mexico | Signal missed | ["close_date_slipped", "corre:OPP-1527"] | — | — |
| 1 | Services · Mexico | Signal missed | ["close_date_slipped", "corre:OPP-1528"] | — | — |
| 1 | Technology · Colombia | Signal missed | ["close_date_slipped", "corre:OPP-1204"] | — | — |
| 1 | Technology · Colombia | Signal missed | ["close_date_slipped", "corre:OPP-1226"] | — | — |
| 1 | Technology · Colombia | Signal missed | ["close_date_slipped", "corre:OPP-1227"] | — | — |
| 1 | Technology · Colombia | Signal missed | ["close_date_slipped", "corre:OPP-1228"] | — | — |
| 2 | Control · Peru | Extra signal | ["stalled_opportunity", "detenida:OPP-2205"] | CCO-4 | Agent instructions |
Defects
4 defects logged, each with its origin, its fix and the run that verified it: 4 verified and 0 to verify. 2 came from the material, the key or the test harness, not from the agents.
| Origin | Defects |
|---|---|
| Test harness | 1 |
| Test material | 1 |
| Code | 1 |
| Agent instructions | 1 |
| Agent | Defects |
|---|---|
| Augusto | 3 |
| Valeria | 1 |
Cost and next step
The 2 rounds used 61.3 million tokens: 61.3 million in the graded runs and 0 in the ones repeated after fixing a defect. On average, 3.1 million per entity.
The material is synthetic. Whether a version is stable or laboratory is said by this evidence, not its number: stable, with the floor of the 95% margin at 95% or more for signals and data over each entity's most recent run, and no signal in the controls (decision 0020).
Where every figure comes from
The analysis is generated by scripts/analisis_familias.py from tests/evidencias/familias/cco/, and the repository’s verification checks on every change that it says what the evidence says. This page publishes it without recomputing anything.