Enterprise Core
Voxel Assurance
Pre-release assurance for LLM applications and agents.
What it does
A five-business-day AI Release Readiness Sprint combining automated evaluation, adversarial testing, human adjudication, and a traceable Ship, Ship with conditions, or Hold verdict.
Tech Stack
- Next.js 16
- Cloudflare Workflows
- Prisma
- Neon
- Python 3.12
- Playwright
Capabilities
- 01Security and abuse-resistance testing
- 02Task quality and groundedness evaluation
- 03Reliability and operational-control review
- 04Evidence package and targeted remediation retest
Concierge Execution
Done-For-You Execution Packages
We run Voxel Assurance as an expert managed service first. No complex setup dashboards — we execute the workflow by hand until the process is proven and paid for.