CLU is The Agent Factory — a company that builds and deploys AI agents on demand. Describe your operation or pain point and CLU designs, deploys, and runs AI agents that do the work. 85.3% cost reduction and 37x faster resolution verified in production.

What is the difference between a SmartAgent and a Skill in CLU?

A SmartAgent is an autonomous multi-step reasoning process that uses LLM reasoning, decision branching, and human-in-the-loop gates — suited for complex workflows. A Skill is a pre-defined execution pattern that runs in under 50ms with zero LLM tokens — suited for deterministic, event-triggered tasks. CLU Skills are compatible with Claude's CLAUDE.md format.

How does CLU reduce operational costs by 80%?

CLU automates end-to-end business processes with autonomous SmartAgents and Skills. Tasks that required multiple people over days — like regulatory filings, claims processing, or post-consultation coordination — are completed automatically in minutes. Human involvement is limited to decisions that genuinely require it.

What integrations does CLU support?

CLU provides 30+ production-grade connectors including Google Sheets, SAP RFC, HubSpot, Salesforce, SendGrid, WhatsApp, Slack, Shopify, MercadoLibre, BigQuery, and more. All connectors are available via the CLU API at api.clu.lat.

What industries does CLU serve?

CLU serves consulting, e-commerce, healthcare, finance, SaaS, and manufacturing/mining enterprises. Use cases include meeting summary automation, dynamic pricing, appointment coordination, regulatory filing, usage-based upsell flows, and SAP supply chain orchestration.

How does CLU handle security and credentials?

CLU includes a Vault module with AES-256 encryption for all credentials. No API key or secret is ever exposed in code, logs, or responses. Access is scoped per agent and per skill, with a full immutable audit trail of every credential access.

🔋 Energy & Utilities · Alert Management

Critical SAP Alerts in Microsoft Teams Channels, Deduplicated and Escalated in Seconds

Critical Alerts Extracted from the Noise

Detected, grouped, and actioned in seconds. Zero missed. Zero duplicates.

Solution design · numbers modeled on the operation described

Critical alerts missed in channel noise

-90%

Duplicate escalations per incident

SLA from detection to structured response

Critical ERP alerts were getting buried in chat channel noise — seen too late or not at all. The same incident was generating 3 to 10 duplicate escalations. Manual channel monitoring required 4 human hours per day and SLA response times were chronically breached.

// the problem

The operations team was relying on engineers to monitor chat channels for critical ERP alerts. Important signals were buried in normal conversation traffic and frequently missed. When an alert did get noticed, it had already been reported multiple times by different people — generating redundant escalations that confused the response team and wasted time. Four engineers were spending a combined 4 hours per day on monitoring alone.

// what CLU does

CLU listens across all contingency channels 24/7, groups alerts from the same incident into a single structured event, classifies priority using episodic memory against historical patterns, and either executes the corrective action autonomously or dispatches a context-rich alert to exactly the right team — in seconds.

// the agents, in order

1
Channel Listener
Active 24/7 monitoring across all contingency channels in real-time — zero human watching required
2
Grouping Engine
Consolidates multiple reports of the same incident into one structured event — eliminates duplicate escalations
3
Priority Classifier
Cross-references against historical patterns via episodic memory — recurring failures flagged at higher urgency automatically
4
Escalation Agent
Executes corrective action autonomously for known incident types OR dispatches structured alert to the right specialist with full context pre-filled

// systems it talks to

MS Teams API
SAP ERP Alerts
Ticketing Platform
NLP Classifier
Audit Log

// the economics

4 hrs/day human monitoring eliminated · 100% operational continuity · Zero SLA breach

// CLU · the agent factory

Is your operation like this one?

Describe it in your own words on the home page. CLU draws your process as an operation map, with the agents, the systems and an estimate for your volume.

Draw it for my operation ▶or book 20 min

// more cases in Energy & Utilities

Legacy ERP to SAP HANA Migration Without Rebuilding Integrations or AgentsCLU keeps operations running during Legacy → SAP HANA migration. Always.
IT Support Ticket Triage and Resolution Automated: 70% Closed Without a HumanAutonomous, precise, zero bottleneck. >70% of tickets resolved without human intervention.
Infrastructure Asset Budget Planning Automated Across 10,000+ Assets in Under a Day$699/month to replace weeks of manual budget analysis across 10,000+ infrastructure assets.

← all use cases