Workload Profile
Step 1
Workload Parameters
Monthly LLM Invocations
5.0M
Avg Prompt & Output Tokens
1,850 tok
Vector Embedding Check Rate
35%
Eval Sampling (Hallucination/QA)
15%
Active Component: Davis AI + Arize Core
Click any node in the topology map to inspect causal telemetry and pipeline metrics.
$915M M&A Valuation Context
Acquisition Metrics
Cash Consideration:$815.0M (89.1%)
Stock / Equity:~$100.0M (10.9%)
Total Deal Value:$915.0M
Telemetry Unit Economics
Est. Monthly Telemetry
4.1 TB
1.6 MB/query
Standalone Cost
$38.4k/mo
Multi-vendor overhead
Unified DT+Arize Cost
$24.2k/mo
37.0% Savings
Annual Synergy Value
$170.4k
Per 100 enterprise nodes
Davis AI + Arize Hallucination MTTR Reduction
64% Faster
Cross-layer telemetry correlation isolates prompt drift and vector search regressions directly to underlying infrastructure microservices.