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.

⚡ Critical Infrastructure · Power Transmission

Vegetation Management Alerts to SAP PM Work Orders in Under 24 Hours

6,000 Monthly Alerts Processed Autonomously

Zero Excel. Zero Delay. Vegetation anomalies to SAP work orders in under 24 hours.

Solution design · numbers modeled on the operation described

<24h

Detection → SAP (was 4-6 weeks)

-95%

Duplicate alerts eliminated

32x

Monthly ROI

A 4-6 week administrative bottleneck between anomaly detection and SAP work order creation was creating an uncontrolled risk window. Engineers were spending 70% of their time on data entry instead of reliability analysis.

// the problem

Field teams were manually digitizing vegetation anomaly data from tablets and cameras into Excel sheets before someone could create a SAP work order. This process took 4 to 6 weeks — during which the risk window remained completely uncontrolled. Duplicate alerts from the same location drove unnecessary truck rolls costing $150 per visit. The engineering team was buried in administrative work with no time for actual reliability analysis.

// what CLU does

CLU deploys 4 specialized agents that orchestrate the entire cycle — from raw field data to SAP work order — without any manual intervention. Each alert is deduplicated, scored, and either resolved autonomously or escalated with full context.

// the agents, in order

1
Ingestion Agent
Normalizes raw field data from tablets and cameras instantly — no manual digitization required
2
Memory Keeper
Deduplicates via vector search, flags and eliminates duplicate alerts across all sources
3
Risk Officer
Scores each anomaly automatically using business rules — failure probability vs. vegetation growth rate
4
SAP Executor
Creates OT work orders autonomously if risk exceeds threshold; schedules lower-risk items for periodic review

// systems it talks to

SAP PM API (OT/PM01)
Tablet / Mobile App
Vector DB
SCADA
Audit Log

// the economics

$112K+ monthly value · $3,507 investment · 4 weeks to go-live

// 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 Critical Infrastructure

Drone, Camera and Field Inspection Data to SAP PM Work Orders in Real TimeReal-Time Fire & Failure Prevention across every visual data source.

← all use cases