Connect Directly to Your Database — Automate Sales Advisory & Internal Data Lookup
Zero system overhaul needed. Connect securely to your existing databases. From automated sales support to instant executive analytics, our autonomous AI agent empowers your enterprise with absolute trust.
Fast 3-day verification • No aggressive sales calls
Direct A4 PDF download (2 pages) • No registration required
Recommend in-stock moisturizers suitable for dry skin
Querying the live product database. Here is the top recommendation currently in stock:

High-penetration ceramides • 98% natural origin • In Stock: 14 units
Free PoC & Consultation
MCP Protocol Compliant
Row-Level Security (RLS)
100% Read-Only Access
Facing These Enterprise AI Roadblocks?
Traditional rule-based bots and naive generative AI tools fail to overcome three fundamental business barriers.
Fear of Data Leaks Stalls Internal DB Integration
Enterprises fear sensitive customer records or proprietary schemas being retained or reused to retrain public AI models.

Our platform enforces strict Zero Data Retention and Row-Level Security (RLS). Your data is never used for training and unauthorized access is prevented at the protocol layer.
Text-Only Chatbots Fail to Convert Shoppers
Dry text responses fail to engage customers, causing high drop-offs and failing to convert sales.

Directly synchronizes with your DB to instantly render rich media cards with live pricing, stock counts, and product detail links.
Hallucinations & Unauthorized Commitments
Unconstrained LLMs risk promising unapproved discounts, breaching policies, or causing hallucinations and compliance liability.

Enterprise prompt guardrails strictly enforce corporate policies. Complex cases automatically escalate to human operators.
Enterprise Multi-Layer Defense & Data Isolation
Compliant with Japan's APPI privacy standard. Combines 100% Read‑Only access, Two-Layer SQL Guardrails, and Row-Level Security (RLS) for safe database integration.
Zero Data Retention Policy
Your proprietary database records, queries, and personal information are never stored or used to retrain third-party AI models. Processed in complete isolation.

Row-Level Security & Role-Sync
Automatically maps User Scoping (RLS) and existing role tables via MCP. Isolates data per user and adapts response tone for executives, staff, and customers.

Two-Layer Read-Only Guardrail
Dual defense combining Fast Regex filtering and AST SQL verification blocks all non-SELECT queries (INSERT, UPDATE, DELETE, DROP) before reaching your DB.

Table Whitelist & Column Exclusion
Restricts AI queries strictly to approved tables (Table Whitelist) and excludes sensitive PII/credential columns (Column Exclusion) at setup, with polite persona-aligned refusals and full audit logs.

Enterprise-Grade Infrastructure Assurance
Secure operational architecture meeting the strict audit standards of finance, healthcare, and large enterprises
Beyond Plain Text: Visual, High-Conversion Advisory
Connected in real-time to your product catalog to automatically render vivid product cards with photos, live stock, and pricing that boost sales.
Which gentle moisturizing products do you recommend for sensitive skin?
I have checked our live inventory. Here are the top 3 gentle skincare products suitable for sensitive skin:
Top SellerCICA Balancing Lotion
Hypoallergenic formula In Stock: 14 units
Repeat 42%Ceramide Deep Cream
24h moisture barrier In Stock: 24 units
New ReleaseVitamin C Serum
Brightening & pore care In Stock: 3 units
No-Code AI Studio, Dynamic Rules & 1-Line Embed
Configure AI persona, business rules, and pre-chat lead forms with a real-time Live Preview, then embed on any website in 30 seconds with a single script tag.
4 AI Auto-Detect Engines & Rich Cards
Automatically detects foreign-key Image JOIN rules, Role tables, User Scoping (RLS), and Table Access policies to render interactive cards with product photos, live stock, and pricing.
Custom Business Rules & Auto Customer Auth
Enforces dynamic business rules while automatically recognizing logged-in user tokens from Cookie or LocalStorage without requiring re-login.
Pre-Chat Lead Form & Transparent Thinking
Collect visitor name, phone, and honorifics before chat starts, and toggle real-time reasoning visibility on or off with a single click.
Omnichannel Inbox & Seamless Human Escalation
Unifies Web Widget and Facebook Messenger into a single inbox. AI handles instant responses while smoothly escalating complex inquiries to staff with AI Copilot reply drafts.

Unified Omnichannel Inbox
Aggregates Web Chat and Facebook Messenger into a single unified dashboard, eliminating fragmented team workflows.
Smart Human Escalation
AI detects complaints or requests needing human judgment, instantly pausing auto-replies and notifying staff.
AI Copilot Response Drafting
Assists operators by drafting verified responses based on order history and database records with 1-click sending.
Can I change the delivery destination for bulk order #ORD-1024 from Tokyo to the Osaka warehouse?
Invoice & tax deduction inquiry
"Hi Sarah, thank you for reaching out. I verified order #ORD-1024 in our order DB—it is currently in 'Pre-Shipment (Tokyo Warehouse)' status, so we can switch delivery to the Osaka warehouse immediately. I have updated your destination."
How We Compare to Alternatives
Overcome the rigidity of scripted bots and the prohibitive expense of custom in-house LLM development.
| Recommended Universal AI Agent | LegacyScripted Bots | CustomOutsource Dev |
|---|---|---|
| 01.Time to Launch | ||
As fast as 3 days (DB + 1-line tag) | 1–2 months (manual flow) | 4–6 months (from scratch) |
| 02.Database Integration | ||
Direct via MCP standard | Needs custom APIs built | Costly API dev & upkeep |
| 03.Rich Data & Conversion | ||
Auto Image JOIN & live cards | Plain text only (no stock) | Costly custom UI engineering |
| 04.Security & Privacy | ||
2-Layer Guardrail + RLS built-in | No live DB connection | Custom audit & encryption |
| 05.Initial Cost Risk | ||
Zero-risk free PoC trial | Ongoing manual maintenance | High upfront CapEx ($50k+) |
| 06.Overall Evaluation | ||
Fast, Secure & Highest ROI | Limited (static single-channel) | High cost & long lead time |
| Criteria | Universal AI Agent Recommended • MCP Standard | Legacy Scripted Bots | Custom Outsource Dev |
|---|---|---|---|
| Time to Launch | As fast as 3 days (DB + 1-line tag) | 1–2 months (manual flow) | 4–6 months (from scratch) |
| Database Integration | Direct via MCP standard | Needs custom APIs built | Costly API dev & upkeep |
| Rich Data & Conversion | Auto Image JOIN & live cards | Plain text only (no stock) | Costly custom UI engineering |
| Security & Privacy | 2-Layer Guardrail + RLS built-in | No live DB connection | Custom audit & encryption |
| Initial Cost Risk | Zero-risk free PoC trial | Ongoing manual maintenance | High upfront CapEx ($50k+) |
| Overall Evaluation | Fast, Secure & Highest ROI | Limited (static single-channel) | High cost & long lead time |
Zero System Overhaul: Connect & Start PoC in 3 Days
No impact on your production systems. Validate live accuracy and safety in an isolated read-only sandbox environment.

Discovery & Scope
Identify your database type (SQL Server, PostgreSQL, MySQL, SQLite) and target sales or analytics use cases.

DB Wizard & MCP Sync
Verify read-only connection via our 3-step wizard. AI automatically suggests relevant tables and syncs table/column business descriptions via MCP.

AI Config & Live Preview
Test persona, custom rules, Image JOIN cards, and User Scoping (RLS) in real time using the built-in Live Preview studio.
1-Line Embed & Go-Live
Paste a single <script> tag before </body> to launch. Automatic customer token auth and Facebook Messenger sync work out of the box.
Frequently Asked Questions
Answers to top technical, architectural, and security questions from enterprise leaders.
No, absolutely not. We enforce a strict Zero Data Retention policy. Under our enterprise agreements, your queries and records are never used to train public models. Our Two-Layer DB Guardrail (Regex + AST) and Row-Level Security (RLS) guarantee strict read-only isolation.
Request Free PoC & Live Demo
Zero initial fee, test-ready in 3 days. A dedicated engineer works 1-on-1 with your team.