Agentic AI · AI accelerator
Loop Controller
Bounded reasoning loops with safety + budget controls.
<0.5%
Runaway runs
−30 to −50%
Token spend
99%+
Unsafe actions blocked
2–4 months
Payback period
Lc
Loop Controller
AGT · No. 112 of 117
What it does
Loop Controller in production
- Caps iterations, tokens and wall-clock time per run
- Detects loops that stall or repeat themselves
- Blocks unsafe tool calls with policy rules
- Checkpoints state at every iteration
- Halts gracefully and returns partial results
- Emits budget alerts to the on-call channel
45-second film: the Loop Controller tile, an animated mockup and the KPI impact.
How it ships
Live in 6–9 weeks, inside your perimeter
Deployment options
On-premise (air-gapped)Private cloudManaged cloudHybrid
Integrates with
LangGraphTemporalPagerDutyDatadogOpen Policy AgentRedis
Technology stack
LangGraphAnthropic Claude toolsLlama 3.1 70BRedisPostgresvLLM
Compliance & security
GDPRDPDPSOC 2 Type IIISO 27001NIST AI RMF
Agentic AI
More Agentic AI accelerators
Mo
Multi-Agent Orchestrator
Coordinates agent teams with planner + critic patterns.
Wp
Workflow Planner
Decomposes goals into agent + tool task graphs.
Tr
Task Router
Routes sub-tasks to the cheapest competent agent.
Ag
Agent Builder
Authoring environment for tool-using LLM agents.
Hl
Human-in-Loop Manager
Approvals, escalations and feedback capture for agents.
Es
Escalation System
Auto-escalates blocked or low-confidence agent runs.
Ao
Agent Optimizer
Continuous evaluation + prompt refinement loop.
Mm
Memory Manager
Long-term episodic + semantic memory for agents.
Aw · ★ Flagship
Agentic Workflow Studio
Drag-and-drop builder for multi-agent enterprise workflows.
See Loop Controller running inside your environment
A 20-minute technical walkthrough, no slides. Ships in 6–9 weeks.