Controlled scenarios
Hold the caller goals and workflow requirements constant across every candidate.
For vendor comparisons
Make the platform decision with evidence that survives the demo.
Run the same workflow, caller, audio, and scoring contract across every vendor so trade-offs become visible before procurement.
Workflow coverage92%
Critical obligations7 / 8
Release decisionReview
Why this needs evaluation
Scripted demos optimize for presentation. Production decisions need comparable evidence on completion, latency, tool use, policy, and recovery.
What Voxeval proves
A bakeoff stakeholders can defend.
Layer-level diagnosis
Separate speech, reasoning, orchestration, tool, and telephony failures instead of averaging them together.
Decision-ready scorecards
Show where each stack wins, where it breaks, and what that means for the target workflow.
Evaluation sequence
From workflow definition to release evidence.
- 01
Define one shared evaluation contract.
- 02
Run equivalent calls against each candidate.
- 03
Compare outcomes and failure layers side by side.