Expert at the helm
AI output is easy.
Trustworthy review is hard.
Rubricks is the expert review layer for AI and human-generated work. It captures how experts judge output, turns that judgment into reusable standards, and produces two assets from every review.
Stop re-explaining what good looks like. Capture it once. Reuse it everywhere.
How Rubricks works
From any output to reusable judgment.
- AI-generated content
- Human-written drafts
- Decisions & explanations
- Claims and analyses
- Rubrick entries as review standards
- Reference documents & examples
- Expert validation of every decision
- Context and prior decisions
Works across your stack
Use expert judgment wherever work happens — AI tools, copilots, knowledge bases, workflow systems, and the tools your teams already use.
Expert at the helm
Quality that compounds.
Rubricks captures expert judgment once, keeps it current, and makes it reusable across reviews, tools, and teams.
- Suggested edits
- Follow-up questions
- Next best actions
- Export-ready results for the systems your team already uses
- Review standards
- Expert examples
- Decision patterns
- Context used to judge
- Institutional memory that stays current
- Plain-language capture
- Example-based calibration
- Expert-centered workflows
Built for real work
Reusable review across high-impact work.
Start with the work your experts already review: summaries, decisions, explanations, claims, policies, drafts, and operational reviews.
AI summary review
Catch missing nuance, unsupported claims, and overconfident recommendations.
Finance & close review
Review explanations, variance drivers, support, and account coding with reusable guidance.
Compliance & risk
Check accuracy, evidence, and policy alignment before work moves forward.
Content & comms
Improve drafts, responses, and external communications with consistent review standards.
Legal & contracts
Review clauses, answers, and summaries with expert judgment and source-backed reasoning.
Claims & operations
Improve decision quality and consistency across high-volume review work.
Built for experts, easy to start
Experts define the standard.
Rubricks makes it reusable.
Rubricks captures what experts notice: risks, exceptions, missing evidence, weak reasoning, judgment calls, and the context they use to decide.
Start with one expert review.
Turn what your experts know into reusable guidance your team can apply again.
Use a demo account or start from scratch.