ClooSphere — Enterprise AI Platform
Enterprise AI Platform

Enterprise AI Is Hard.
ClooSphere Makes It Safe.

Security gaps, data leaks, runaway costs, hallucinations, Shadow AI — every enterprise faces these roadblocks when adopting AI. ClooSphere is the platform built to solve all of them.

The Real Challenge

6 Problems Every Enterprise Hits
When Adopting AI

Most companies know they need AI. But the path from "we should use AI" to "AI is running safely at scale" is blocked by the same six obstacles.

The Roadblocks

Security & Data Leaks

Employees paste confidential documents into external AI tools. No audit trail. Sensitive data sent to unknown LLMs outside your perimeter.

💸

Uncontrolled AI Costs

Token usage explodes with no visibility into who, what, or which model is consuming budget. Cost spikes with zero accountability.

👻

Hallucinations & Wrong Answers

AI confidently answers with incorrect information. Without grounding and guardrails, users lose trust and make bad decisions.

🚫

Shadow AI Proliferation

Prohibiting AI only drives it underground. ClooSphere provides a safe, governed alternative — so employees stay productive and you stay in control.

No Quality Visibility

Is the AI performing well? Getting worse? No way to measure retrieval accuracy, response quality, or faithfulness across the org.

🔒

Governance & Compliance

Regulations like EU AI Act require verifiable logs and access controls. Without a governance framework, compliance is impossible.

ClooSphere solves all 6

One Platform. Every AI Challenge. Solved.

ClooSphere is the enterprise AI platform that lets your team harness AI at full power — with the security, cost controls, quality management, and governance your organization requires.

01

Security & Governance

RBAC, Shadow AI prevention, Code Gateway, and full audit trails — so every AI interaction is tracked and controlled.

RBAC-based access control
PII auto-detection & masking
IDE & CLI Code Gateway
EU AI Act compliance-ready
02

Hallucination Control

Dual-layer guardrails combining rule-based pattern matching and LLM-as-a-Judge semantic review on every response.

Rule-based fast filtering
LLM-as-a-Judge semantic check
Grounding verification (RAG)
Block / mask / delete / hash
03

Quality Management

Continuously measure retrieval quality, faithfulness, and response quality — auto-scored 0→1 across every model.

Auto quality scoring (0→1)
Execution tracing & diagnostics
Model benchmark & Elo rating
Cost tracking by dept/model
Platform Features

Everything Your Enterprise Needs

From autonomous agents to no-code workflows, RAG knowledge bases, and NL2SQL.

Autonomous Agents ReAct

Combines tools, knowledge bases, databases, and glossaries to handle complex, multi-step queries end-to-end.

Visual Workflow Builder No-code

Design agent pipelines visually with LangGraph. Conditional branching, parallel execution, no code required.

📚

Knowledge Base (RAG)

Hybrid Search (BM25 + dense vector), contextual chunking, re-ranking, and metadata filtering for precise answers.

🗄

NL2SQL Database

Ask databases in plain English. Semantic layer remembers past queries and improves accuracy over time.

🔒

Guardrails & Code Gateway

Dual-layer content protection covering chat, IDE plugins (Cursor, Copilot), and CLI tools — all through one gateway.

📊

Cost & Usage Monitoring

Real-time token tracking by model, user, group, and org. Detect cost spikes before they become budget crises.

AI Quality & Evaluation

You Can't Improve What
You Don't Measure

Automated scoring, tracing, and diagnostics — so you always know how your AI is performing.

📊 Ops Monitoring

Real-time dashboard for tokens, users, and requests. Multi-dimensional aggregation by model, department, and organisation.

Live
Dashboard
Multi-dim
Cost View

🎯 Auto Quality Scoring

Retrieval quality, faithfulness, and response quality auto-scored 0–1. Instant per-model trend detection via charts.

0→1
Auto Score
3-axis
Evaluation

🔍 Execution Diagnostics

Full-path tracing of every LLM call, tool, RAG search, and guardrail. LLM-powered root cause analysis with fix recommendations.

Full
Trace
Auto
Root Cause

Ready to Deploy AI
The Right Way?

Join enterprises across Malaysia and Southeast Asia deploying AI with ClooSphere — securely, cost-effectively, and at scale.

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