Enterprise AI Security That Actually Works
Anonymization engine, send-preview, and local LLM switching — built into every product. The only AI agent designed for data safety, not just AI performance.
The AI Adoption Deadlock
Three stakeholders, three fears, zero progress.
IT Security
"Too risky"
Security concerns put the brakes on AI adoption
Business Teams
"We need it now"
Desperate for productivity gains from AI
Management
"No basis to decide"
Cannot evaluate risk vs. return
The biggest bottleneck isn't technology — it's the lack of security criteria for decision-making.
Understanding the Real Risks
Not all AI usage carries the same risk. Know where the real danger lies.
Employees input business data into personal ChatGPT accounts
SaaS AI (Copilot etc.) auto-sends entire documents
API log management & API key leakage risks
Properly designed API usage with anonymization & encryption
The biggest risk isn't Copilot or APIs — it's unmanaged personal AI usage by employees.
Current Approaches & Their Limits
Every existing approach has significant trade-offs.
Ban AI Usage
Bad- Lost productivity opportunity
- Employees use personal AI in secret
- Competitors pull ahead
- Not a real solution
Copilot (Enterprise)
Partial- Microsoft-dependent security
- Entire documents are sent
- Logs managed by Microsoft
- Hard to customize
Private GPT
Partial- Data stays in-house
- High GPU/server costs
- Model accuracy lower than API
- Requires dedicated engineers
What's needed: the flexibility of API + automated security. That's Insight Series.
Insight Series Security Architecture
5-step data flow designed to keep personal information out of AI APIs.
User Input
Data entered on local PC
Anonymization Engine
Personal information auto-detected & replaced with tokens
Send Preview
User reviews exactly what will be sent to the API
HTTPS Encryption
All communication fully encrypted
AI API
Claude / OpenAI — no training on your data
Anonymization Engine
Auto-detects names, company names, My Number, etc. and replaces with anonymous tokens
Send Preview
Users can review exactly what data will be sent to the API before transmission
Local LLM Switching
Switch to Ollama / LM Studio for highest-sensitivity data — nothing leaves your network
API Key Encryption
API keys stored in encrypted storage — never in plain text
Anonymization Engine: How It Works
Personal information is replaced with tokens before API transmission. Restored automatically on response.
Original
Sent to API
| Category | Detection Method | Example |
|---|---|---|
| Person Names | Dictionary + user registration | Tanaka Taro → [PERSON_001] |
| Company Names | Dictionary + user registration | ABC Corp → [COMPANY_001] |
| My Number | Regex (12-digit pattern) | 1234-5678-9012 → [MYNUMBER_001] |
| Regex | tanaka@... → [EMAIL_001] | |
| Phone Numbers | Regex | 03-1234-5678 → [PHONE_001] |
| Addresses | Regex + pattern | Tokyo, Minato-ku... → [ADDRESS_001] |
Security Configuration by Use Case
One tool adapts its security level automatically based on data sensitivity.
Proposals, meeting minutes
API (Claude/OpenAI) + HTTPS
Customer-facing documents
API + Anonymization Engine
Contracts, legal documents
API + Anonymization + Send Preview
HR data, payroll, My Number
Local LLM (Ollama / LM Studio)
Insight Series adapts to all sensitivity levels — users simply work as usual while appropriate security is automatically applied.
Security Comparison: Why Insight Series
The only AI solution combining API-level accuracy with built-in security automation.
| Feature | Insight Series | Copilot | ChatGPT Enterprise | Private GPT |
|---|---|---|---|---|
| AI Model Accuracy | Latest API | GPT-4 | GPT-4 | Local model (lower) |
| Training on Your Data | No (API contract) | No (enterprise) | No (enterprise) | No |
| Anonymization | Built-in | None | None | N/A (local) |
| Send Preview | Built-in | None | None | N/A (local) |
| Send Scope Control | Selected text only | Entire document | Input only | All local |
| Local LLM Switching | Supported | Not supported | Not supported | Standard |
| Deployment Cost | API pay-per-use | License fee | License fee | GPU costs |
| Operational Burden | Low | MS managed | OpenAI managed | Self-operated |
Insight Series is the only solution combining API accuracy with automated security — including industry-first built-in anonymization.
AI You Can Trust with Your Data
Security designed in, not bolted on. Give your IT team the confidence to say "yes" to AI.
Zero security judgment burden — the tool itself provides the evidence
All sensitivity levels covered — from general docs to top-secret HR data
Industry-first: anonymization engine built into every product