Governance & Control: AI You Can Trust
Qamaq gives you human-in-the-loop approvals, complete traceability, LLM budget control, rolling API keys, and adaptive experience modes—enterprise-grade governance for AI operations.
What It Does
Governance & Control ensures that AI works for your organization, not against it. Every action is traceable, every critical decision requires human approval, every dollar spent on LLMs is accounted for, and every user gets the right level of access.
Human in the Loop
Manual tasks and approval gates ensure humans validate AI decisions before they take effect. No unsupervised AI actions.
Complete Traceability
Full audit trail of every process execution, every LLM call, every decision—with timestamps, inputs, outputs, and provenance.
LLM Budget Control
Set spending limits by department, team, or process. Real-time tracking of token usage and costs. No surprises on your AI bill.
Experience Modes
Guided, Builder, and Architect modes adapt the platform to each user's AI maturity. Same platform, different experience levels.
Human in the Loop
AI proposes, humans decide
Build approval gates into any process. Require human review for sensitive decisions, high-value transactions, or customer-facing outputs. AI agents pause and wait for explicit human approval before proceeding.
Manual Tasks
Assign specific steps to human operators. Collect structured input, validate data, and ensure quality.
Approval Gates
Require sign-off from designated approvers before critical process steps execute.
Clarification Mode
When AI needs more information, it asks the right person the right questions—via chat, forms, or structured surveys.
Traceability & Logs
Every action recorded, every decision auditable
Complete execution logs for every process run. See exactly what happened, when, why, and who approved it. Export logs for compliance, debugging, or reporting.
LLM Budget Control
Know exactly what AI costs you
Set budgets per department, per team, or per process. Monitor token usage in real time. Get alerts before limits are reached. Route expensive tasks to cost-effective models automatically.
Rolling API Keys
Uninterrupted service, zero downtime
Configure multiple API keys per LLM provider. Qamaq automatically rotates keys to ensure continuous service. If one key hits a rate limit or expires, the next takes over seamlessly.
Experience Modes
The right level for every user
Guided
Curated workflows with step-by-step guidance. Guardrails protect new users from complexity.
Builder
Full visual toolkit. Design processes, entities, and solutions with the complete set of building tools.
Architect
Advanced mode with full API access, custom agent profiles, MCP configuration, and granular governance controls.