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Roadmap

XeroML’s roadmap focuses on compliance observability for AI agents in finance. Priorities are shaped by customer workflows, regulatory requirements, user interviews, and internal product direction.

How We Prioritize

Roadmap items are selected based on:

  • Impact — how many users the feature unblocks or improves workflows for
  • Demand — upvotes and discussion volume on GitHub
  • Strategic fit — alignment with XeroML’s mission: compliance observability for every AI agent in finance (logged, auditable, regulator-ready)

Contributing to the Roadmap

You can influence what gets built:

  • Vote on existing items — upvote issues on GitHub that matter to you
  • Propose new features — open a GitHub Discussion with your use case
  • Share compliance requirements — tell us which controls, evidence reports, and review workflows matter most to your team

Stay Updated

Planned Areas

The following areas are actively being worked on or planned for upcoming releases. See GitHub for the full list of in-progress issues.

Observability

  • Deterministic evaluation checks (regex, JSON schema) as online evaluators
  • Improved agent graph visualization for deeply nested traces
  • Custom dashboards with configurable metrics widgets

Prompt Management

  • Collaborative prompt editing with comments and review workflows
  • Prompt A/B testing with traffic splitting labels
  • Prompt diff viewer for comparing versions side-by-side

Evaluation

  • Deterministic online evaluators (roadmap item)
  • Expanded LLM-as-a-judge templates for common use cases
  • Batch evaluation via API for large dataset runs

Platform

  • Additional data export formats (Parquet, JSON Lines)
  • Enhanced role-based access control for enterprise teams
  • Audit logs for compliance-sensitive environments

This page reflects high-level direction. Specific timelines are not guaranteed. For the latest status on any item, check the linked GitHub issues.