Scenario-based evaluation kit
Establish a quality baseline with real business samples to measure accuracy, completeness, stability and cost.
PRODUCTS/MATRIXGUARD
EVALUATION & GOVERNANCE · GAGive every AI release an
enforceable quality and risk baseline
Establish evaluation, safety, and audit baselines before AI systems enter production.
01ARCHITECTURE ROLE
Role in the production architecture
Click any product node to see its role in the same production architecture.
INPUT / ENTERPRISEenterprise systemERP · CRM · DB · DOCS · API
→01 / CONTEXTMatrixCoreData and knowledge→02 / EXECUTEMatrixAgentsAgent and workflow→03 / CONTROLMatrixGuardEvals & governance→04 / OPERATEMatrixOpsDeployment & OperationsMatrixGuard sits between Agent and production operations, performing evaluation, guarding, permission checks and auditing traces on each release and run behavior.
02CAPABILITIES
Core capabilities
Pre-release regression testing
Automatically rerun the baseline when the model, prompt words, or workflow changes to prevent substandard versions from entering production.
Runtime safety guardrails
Check sensitive information, unauthorized operations, content policies and low-confidence output, and process them according to risk routing.
Complete audit trail
Record input, output, models, tool calls and manual decisions to support internal and external audits.
03DEPLOYMENT
Supported deployment options
MatrixLabs Cloud
Hosted by MatrixLabs for quick start and cross-team collaboration.
Customer-specific VPC
Run on a customer cloud account, data, network and keys remain within corporate control.
Privatization and isolation
Deployed on own infrastructure or isolated network, suitable for supervision and sensitive data scenarios.
04COMPOSE THE STACK
Works with the rest of the stack
INPUT / CONTEXT
MatrixCore
Provide data with sources and permissions so that reviews can return to the basis of real facts.
View product →INPUT / EXECUTEMatrixAgents
Bring every Agent workflow, tool call, and human decision into governance.
View product →NEXT / OPERATEMatrixOps
Bring evaluation results and security incidents into production monitoring and release decisions.
View product →START WITH A BASELINE
First establish a set of go-live standards that can be repeated
Armed with an existing POC, historical samples, and risk requirements, we'll first sort out the minimum evaluation set and release thresholds.