Eval directory
Evals for Manifest OS
5 evaluation packs covering adversarial robustness, safety gates, workflow quality, and operator-level checks for Manifest OS AI products.
About Manifest OS
Manifest OS provides an AI-native operating model for its law-firm partners, combining a unified brand, centralized back-office services, and software for client communication, legal research, drafting, billing, and reporting.
Industry
Legal Technology / Law-Firm Operating Platform
Website
manifestos.comHow complete this published benchmark library is across datasets, metrics, rubrics, use-case maps, and pack context. This is library coverage, not an agent performance score.
Test datasets
5/5 packs
Scoring metrics
5/5 packs
Judge rubrics
5/5 packs
Use-case maps
0/5 packs
Pack context
5/5 packs
Available eval packs for Manifest OS
5 packs ready to run.
Ai Case Evaluation
15 graded scenarios covering edge cases, failure modes, and quality checks.
Ai Drafter Document Generation
13 graded scenarios covering edge cases, failure modes, and quality checks.
Evidence Document Collection
32 graded scenarios covering edge cases, failure modes, and quality checks.
Matter Intake Client Onboarding
56 graded scenarios covering edge cases, failure modes, and quality checks.
Workflow Orchestration Agent Loop Control
16 graded scenarios covering edge cases, failure modes, and quality checks.
Why eval Manifest OS AI
Manifest OS's AI features ship behind brand promises about accuracy, safety, and reliability. Buyers and integrators need to know those promises hold up under adversarial prompts, edge-case workflows, and the long tail of real customer inputs — not just the demo path.
The Corsac eval library for Manifest OS measures four dimensions teams care about most when deploying legal ai agents:
- Adversarial robustness — does the agent resist prompt injection, jailbreaks, and social-engineering attempts?
- Workflow quality— does it complete the task buyers were shown in the demo, on inputs that don't look like the demo?
- Safety gates — does it escalate or refuse when it should, and only then?
- Operator quality — does it preserve analyst trust by surfacing the right context at the right time?
Every eval pack above is hand-authored against Manifest OS's public product surface and runnable in Corsac with your own data.