Near-term focus
Workflow reliability and speed
Product Roadmap
What Verity Is Building Next
Our roadmap is focused on practical improvements that increase verification reliability, reduce editorial friction, and improve governance at scale.
Platform direction
Deeper team collaboration
Governance track
Expanded compliance tooling
Section 1
1) Verification Quality Expansion
The next milestone expands nuanced claim handling and strengthens temporal-source interpretation for high-risk publishing domains.
- Higher precision on mixed claims and qualifier-heavy language.
- Improved recency modeling for policy and health guidance changes.
- Better contradiction clustering for dense evidence sets.
Section 2
2) Team Workflow Enhancements
Upcoming releases streamline assignment, approvals, and cross-role collaboration in shared workspaces.
- Richer review states and ownership visibility inside verification queues.
- Template libraries for repeatable verification standards by domain.
- Faster handoff flows between editorial, legal, and compliance reviewers.
Section 3
3) Integration And Reporting Growth
The integration track prioritizes API ergonomics and stronger downstream interoperability for enterprise teams.
- Expanded export formats for audit and governance reporting.
- Improved webhook and event surfaces for automation pipelines.
- Operational dashboards for quality and throughput monitoring.
Shape The Roadmap With Real Use Cases
Share your team workflow and we can prioritize improvements around your highest-risk verification bottlenecks.