Decision intelligence that keeps learning.
- Learn from delayed, sparse, and noisy feedback.
- Optimize policies under real-world constraints.
- Adapt continuously as conditions evolve.
- Maintain decision traces for analysis, safety, and control.
Platforms
Specialized platforms, one intelligence architecture.
Proviq is the host organization for OptRL and a Computer Vision Platform. Together they deliver proactive intelligence across decisions and perception layers inside real environments.
Platform scope
Systems-first AI that stays inside your infrastructure.
- 01 Modular deployment with no rip-and-replace.
- 02 Environment-aware learning with feedback loops.
- 03 Traceable intelligence with decision visibility.
OptRL
From rewards to reality.
OptRL is Proviq's real-time reinforcement learning and decision optimization platform. It is designed for environments where actions have delayed or uncertain outcomes and optimal behavior cannot be hard-coded.
Self-improving decision systems.
OptRL transforms workflows, recommendation engines, and operational pipelines into living decision systems where rewards reflect reality.
- Real-world feedback loops that keep improving.
- Constraint-aware decision optimization.
- Full decision traces for governance and audit.
Computer Vision Platform
Perception that feeds decisions.
A production-ready computer vision layer that turns raw video into structured, actionable signals.
Real-time perception for real environments.
- Convert camera feeds into intelligent perception systems.
- Detect, classify, and track real-world events in real time.
- Deploy AI using no-code and low-code workflows.
- Operate across edge, on-prem, and cloud environments.
- Continuously improve accuracy through real-world feedback.
Signals that power intelligent operations.
Computer vision moves from passive observation to active operational decision-making.
- Feeds agentic workflows and RL environments.
- Drives alerting, monitoring, and compliance.
- Enables analytics and automation pipelines.
Delivery principles
How Proviq keeps intelligence aligned.
Every platform is designed to operate inside real systems with traceability, observability, and control.
No rip-and-replace
AI adapts to your systems, not the other way around.
Environment-aware learning
Intelligence is shaped by real operational conditions.
Feedback-driven loops
Every action improves future decisions.
Traceable intelligence
Decisions are observable, auditable, and tunable.
Scalable by design
From pilots to enterprise scale with minimal friction.
Explore next
Experience the platforms in action.
Move from product pages to hands-on labs to see how feedback, vision, and decisions evolve.