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.

🛒 Consumer Goods · B2B Distribution

B2B App Abandonment Recovery: Retailer Offer on WhatsApp in Under 5 Minutes

Retailer Abandons App. CLU Detects in Seconds. Offer Sent Before They Buy Elsewhere.

A retailer browses, searches, and abandons — and today nobody finds out until the next sales visit weeks later. CLU closes that gap in real time.

Solution design · numbers modeled on the operation described

+25%

Digital purchase frequency increase

<5 min

Abandonment → recovery offer delivered

ROI in Year 1

Today, retailers buy from competitors and nobody finds out until the next sales visit — which might be weeks away. CLU closes that gap in real time. The right offer, the right channel, the right moment.

// the problem

Retailers browse the B2B app, search for products, and abandon without purchasing — but the company has zero visibility into this behavior until the next sales visit, often weeks later. By then, the retailer has already purchased from a competitor. Lost orders go undetected and unrecovered. There is no real-time signal, no intervention, no recovery mechanism. Every abandoned session is revenue silently walking out the door.

// what CLU does

CLU monitors every behavioral signal in the B2B app in real time — product views, searches, cart adds, session duration, abandonment patterns. Using episodic memory, it cross-references current behavior against historical churn patterns to predict pre-churn moments. When a signal fires, CLU calculates the optimal margin-safe discount, builds a pre-filled cart with the target SKU, and dispatches a recovery offer simultaneously via app push and WhatsApp — before the retailer makes another call.

// the agents, in order

1
Behavioral Monitoring Agent
Reads every app event in real time — product views, searches, cart adds, session duration, abandonment patterns — nothing goes undetected
2
Pattern Recognition Agent
Cross-references current behavior against historical churn profiles via episodic memory — identifies pre-churn moment before the retailer acts on it
3
Pricing Agent
Calculates the optimal margin-safe discount for the recovery offer — not too much, not too little, based on retailer history and current margin rules
4
Cart Builder Agent
Creates a pre-filled cart with the target SKU and discount — retailer confirms with one tap, zero friction
5
App Push + WhatsApp Agent
Dispatches recovery offer simultaneously via push notification and WhatsApp — both channels fired at once for maximum reach
6
ERP Sync Agent
Automatically syncs confirmed order to SAP when retailer taps confirmation — no manual entry, no paperwork, order flows instantly

// systems it talks to

B2B App API
WhatsApp API
SAP / ERP
Pricing Engine
Episodic Memory
CRM

// the economics

Every recovered order compounds · CLU pays for itself in weeks, not quarters · Lost orders recovered before competitors close them

// 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 Consumer Goods

Dynamic B2B Credit Policies per Retailer, Decided in Real Time from Payment BehaviorStatic B2B credit policies reward bad payers and frustrate good ones. CLU assigns dynamic credit policies based on real behavioral signals — no human credit review required.
Pre-Visit Briefings for CPG Field Sales Reps from Retailer Digital BehaviorReps operate blind to digital behavior between visits. CLU generates a personalized pre-visit briefing for every rep — and a Control Tower for management.

← all use cases