Industry
Agent evaluation for banking and financial services
Banking agents touch payments, account changes, and policy-heavy workflows. AgentClash gives platform teams replay evidence and scorecards to compare candidates before a model change reaches production.
Candidate
Baseline
Control
replay timeline
ci verdict
Correctness improved, latency within budget, and required artifacts were preserved for review.
agentclash run create --follow
What banking eval should prove
Built for reviewable agent decisions
Score resolution correctness, tool discipline, artifact quality, and cost stability on workloads your compliance reviewers can replay.
Sandboxed real-tool execution
Head-to-head runs with fair constraints
Scorecards for correctness, cost, latency, and tool strategy
Replay trails for every important action
Challenge packs that turn failures into reusable tests
CI gates for baseline versus candidate decisions
Workflow
Banking eval workflow
Package the task
Describe the workload as a challenge pack with inputs, tools, scoring rules, and artifacts.
Race the agents
Run every candidate against the same task with the same constraints.
Replay the evidence
Inspect tool calls, outputs, artifacts, latency, cost, and judge evidence after the run.
Gate the release
Compare candidate and baseline runs, then fail CI before a regression reaches users.
Encode regulated workflows as packs
Bring your first workload into the loop
Turn escaped incidents and approval flows into challenge packs, then gate releases when scorecards regress.
Agent evals
Real-task agent evals with replay evidence and CI gates.
LLM agent evaluation
Evaluate LLM agents on full trajectories, not one-shot answers.
Compare tools
See how AgentClash differs from prompt-eval platforms.
Enterprise pilot
Start a governed eval program with replay and gates.
Support agent evaluation
Evaluate service workflows with policy checks and replay.
Release gate glossary
What a release gate means in AgentClash.
Quickstart
Validate the CLI and get to your first runnable command.
Write a challenge pack
Turn a real task into a repeatable agent evaluation.
CI/CD agent gates
Fail a pull request when an agent regresses.
FAQ
Banking agent evaluation FAQ
Does AgentClash certify banking compliance?
No. AgentClash provides evaluation evidence, replay, and release gates your team can use in internal approval workflows. Compliance decisions stay with your risk and legal stakeholders.
Can we evaluate agents that call internal banking APIs?
Yes. Challenge packs run agents in sandboxes with your fixtures, tool policy, and validators so candidates face the same constraints.
How do teams gate model changes in banking?
Compare candidate and baseline scorecards in CI, attach replay links to change tickets, and fail merges when correctness or policy checks regress.