Personas
Built for every role in the AI lifecycle
From executive sponsors making deployment decisions to domain experts curating golden references — QGP provides tailored workflows and dashboards for seven distinct roles.
Executive Sponsor
Strategic oversight and deployment decisions
- Readiness dashboards with real-time quality metrics
- Regulatory compliance evidence generated on demand
- Risk-quantified deployment decisions with clear signals
- One-page go/no-go scorecards for stakeholder review
“See at a glance whether your AI is ready for production — with the evidence to prove it.”
Governance & Compliance Lead
Policy enforcement and regulatory readiness
- Automated policy enforcement at scale across all interactions
- Immutable audit trail with checksum chain verification
- Ready-made compliance report generation for regulators
- Tamper-evident chain verification for audit integrity
“Every interaction is governed, every action is logged, and every audit trail is tamper-evident.”
Domain SME / Reviewer
Content accuracy and golden reference curation
- Evidence-backed review workflows with linked context
- Golden asset curation with full version history
- Direct feedback loops without engineering dependency
- Approval workflows for domain correctness validation
“Curate the ground truth, review flagged responses, and ensure domain accuracy — without writing code.”
AI/ML Engineering Lead
Pipeline optimization and release confidence
- Automated regression detection across every release
- Multi-model benchmarking with side-by-side comparison
- Full 7-panel trace viewer for pipeline debugging
- Cost and latency optimization across pipeline stages
“Ship faster with confidence. Catch regressions before they reach production.”
Operations / SRE
Real-time monitoring and incident response
- Real-time violation detection with SSE streaming
- Severity-based escalation and alert routing rules
- SLA tracking with operational dashboards
- Pattern analysis for identifying systemic issues
“Catch violations as they happen. Route, triage, and resolve with full trace context.”
Transformation Lead
Strategic intelligence with governed AI
- Conversational access to domain intelligence
- Trend analysis with fully cited source references
- Personalized insights by industry and region
- Grounded, cited answer generation with evidence
“Access domain intelligence through natural conversation — with every insight backed by evidence.”
Knowledge Manager
Domain knowledge lifecycle and governance
- Golden asset curation with full versioning
- Scope boundary definition and testing tools
- Knowledge edition management across releases
- Domain ownership with configuration-driven governance
“Own the knowledge layer. Define scopes, curate golden references, and manage editions.”
See your workflow in action
Explore the interactive demo to see how QGP supports your specific role and responsibilities.