Enterprise AI Bootcamp Demo 1

Observability

Every number here is computed from the same spans the trace viewer renders, so each one can be clicked down to the request that produced it. A dashboard whose numbers cannot be drilled into is a decoration.

Requests traced
500
most recent 500
End-to-end p50 / p95
25 / 7371 ms
retrieval p95 6279 ms
Token cost per request
$0.00049
52,941 in / 5,747 out total
No-answer rate
7%
4 refusals in the last 60 requests
Retrieval quality (improved)
30%
hit rate · baseline 10%
Groundedness proxy
80%
correct manual present in the context window
Source correctness
80%
right variant and current revision at rank 1
Degraded generations
26
served by the offline provider
Groundedness is not correctness Faithfulness measures whether the answer follows from the passages it was given. On this corpus a wrong-variant answer is perfectly faithful, because the wrong torque figure genuinely is in the retrieved context. Source correctness is the number that belongs on the executive slide; faithfulness alone would have reported this system as healthy.

Latency distribution

Recent requests

Click any trace id.

TraceNameModeQuestion msCostStatus
665f86a5145a43e0askimprovedWhat is the relief-valve setting on the 4 CFM 3000 PSI charging 5796$0.00000refused
ab052999ad074d01askimprovedWhat is the relief-valve setting on the 4 CFM 3000 PSI charging 15294$0.01480refused
9903dd6220c949e0askimprovedWhat is the relief-valve setting on the 4 CFM 3000 PSI charging 13628$0.01756ok
f937d936bcf345f9askimprovedWhat is the relief-valve setting on the 4 CFM 3000 PSI charging 5826$0.00000refused
6c77c7208da5433easkimprovedWhat is the relief-valve setting on the 4 CFM 3000 PSI charging 14535$0.01480refused
4bb198bf44ce4b5easkimprovedWhat is the relief-valve setting on the 4 CFM 3000 PSI charging 13074$0.01538ok
98bde091496f451aeval.improvedimprovedWhat is the recommended PID tuning for the variable-speed drive 1911$0.00000ok
8d2ff127bce74fb3eval.improvedimprovedWhat is the torque spec for the Atlas Copco GA 30 VSD+ gearbox?2442$0.00000ok
f854f4bb23a64998eval.improvedimprovedWhat is the air intake filter service interval for the Davey 6M12151$0.00000ok
8b526f47cfc24b8aeval.improvedimprovedWhat does Change 1 say about the 125 CFM rotary compressor?2016$0.00000ok
48ec198bec2d4038eval.improvedimprovedWhich model number does the 5 CFM 175 PSI Champion compressor us2405$0.00000ok
78d2e25fac804515eval.improvedimprovedWhat is the safe operating pressure and relief-valve setting for2107$0.00000ok
99e226829644439eeval.improvedimprovedHow often should compressor pressure gauges be calibrated?1803$0.00000ok
65f830e962fe46a0eval.improvedimprovedWhat is the intake valve part number for the 1986 hand-truck mou2037$0.00000ok
e7fbc0ffa89e4e33eval.improvedimprovedGive me the crankcase oil change procedure for the 15 CFM 175 PS2318$0.00000ok
e54ccd24c03f4df6eval.improvedimprovedWhat is the lubricant level check interval for a reciprocating a1882$0.00000ok
d04cfffd0ad64455eval.improvedimprovedHow often should the compressor oil filter be cleaned on the 1251862$0.00000ok
bdcad30d92d44262eval.improvedimprovedWhat is the torque spec for the compressor connecting-rod bearin2404$0.00000ok
c53af4d1c8c9476beval.structurestructureWhat is the recommended PID tuning for the variable-speed drive 8$0.00000ok
2f19f57ef0274fc5eval.structurestructureWhat is the torque spec for the Atlas Copco GA 30 VSD+ gearbox?8$0.00000ok
22b2a0c0d80f4d30eval.structurestructureWhat is the air intake filter service interval for the Davey 6M17$0.00000ok
c5efcf79cac04301eval.structurestructureWhat does Change 1 say about the 125 CFM rotary compressor?7$0.00000ok
2262cb1399dc4aaceval.structurestructureWhich model number does the 5 CFM 175 PSI Champion compressor us8$0.00000ok
b4920e609b284424eval.structurestructureWhat is the safe operating pressure and relief-valve setting for8$0.00000ok
c2c64a591cd94abfeval.structurestructureHow often should compressor pressure gauges be calibrated?6$0.00000ok
05aed594349a4c2deval.structurestructureWhat is the intake valve part number for the 1986 hand-truck mou9$0.00000ok
0155fb4799cc4cb2eval.structurestructureGive me the crankcase oil change procedure for the 15 CFM 175 PS8$0.00000ok
d87fefd6836949c1eval.structurestructureWhat is the lubricant level check interval for a reciprocating a9$0.00000ok
b0be28238dcf4434eval.structurestructureHow often should the compressor oil filter be cleaned on the 1258$0.00000ok
6b8b158e057c42f4eval.structurestructureWhat is the torque spec for the compressor connecting-rod bearin11$0.00000ok
865b7061a029455easkbaselineWhat is the torque spec for the compressor connecting-rod bearin6850$0.01208ok
2e2e18795ad049b7eval.baselinebaselineWhat is the recommended PID tuning for the variable-speed drive 7$0.00000ok
d166dac604ac4e30eval.baselinebaselineWhat is the torque spec for the Atlas Copco GA 30 VSD+ gearbox?7$0.00000ok
a77708530d7a4b43eval.baselinebaselineWhat is the air intake filter service interval for the Davey 6M17$0.00000ok
2f2f513231224beceval.baselinebaselineWhat does Change 1 say about the 125 CFM rotary compressor?6$0.00000ok
76a1b49f311f467aeval.baselinebaselineWhich model number does the 5 CFM 175 PSI Champion compressor us7$0.00000ok
d9abf66a36514b3feval.baselinebaselineWhat is the safe operating pressure and relief-valve setting for8$0.00000ok
832723b91d8d4d58eval.baselinebaselineHow often should compressor pressure gauges be calibrated?7$0.00000ok
13fbb0feb4384681eval.baselinebaselineWhat is the intake valve part number for the 1986 hand-truck mou9$0.00000ok
015ac21f712a43eeeval.baselinebaselineGive me the crankcase oil change procedure for the 15 CFM 175 PS8$0.00000ok

Operational totals

Tool calls / failures
0 / 0
LLM latency p50 / p95
0 / 10289 ms
Total cost, last 500 requests
$0.2450
Error rate
0.0%
Trace store
data/traces.sqlite

Index built by scripts/build_index.py at 2026-08-10 01:44:34 in 711s: 25 documents, 3,146 pages, 12,590 improved chunks / 5,434 naive chunks. Embeddings: Snowflake/snowflake-arctic-embed-s (int8 ONNX, Apache-2.0). Reranker: cross-encoder/ms-marco-MiniLM-L-6-v2 (ONNX, Apache-2.0).