AIGate
AITalon

AIGate / Aigate Ready-made solution for controlling AI agents and LLMs

AIGate creates clear control between employees, AI agents, and external models: it validates requests, masks sensitive data, keeps a complete audit trail, and makes AI adoption safe for business.

AIGate Architecture

AI agent / LLM client -> llm-gate / agent-gate -> active policy (admin-gate) + service registry -> target LLM / enterprise integration

Python 3.11+ · Django 5 · FastAPI · PostgreSQL · Redis

AI Agent / LLM Client
LLM / Agent Gate
Active Policy + Registry
Target LLM / Integration
AG

Admin Gate

:8000

Django control plane: UI + API for policies, audit, billing, RBAC, API tokens, alert settings, and service instances.

LG

LLM Gate

:8001

OpenAI-compatible data plane: /v1/chat/completions, /metrics, /health. Policy checks, JWT auth, rate limits, redaction, audit.

IG

Agent Gate

:8002

Agent integration data plane: /proxy/{integration_id}/{path} and /mcp/{integration_id}. Routing and auth come from admin-gate.

CT

Controller

:8003

Recommendation service: /suggest. Analyzes events and active policy to suggest control and cost optimizations.

MS

Data Masking

Policy DSL + rules engine for redacting secrets, PII, and sensitive attributes before requests leave the perimeter.

AU

Full Audit

Event pipeline and JSON logs with correlation_id: who called what and what happened. Export, alerts, and /health /ready checks.

Security
200+
Detection patterns
15+
Masking types
Policies
LK

DATA LEAK

CRITICAL

Secrets, API keys, passwords detected and blocked before sending.

PII

PII / PD

HIGH

Personal data masked in real time. GDPR / FZ-152 compliant.

INJ

PROMPT INJECTION

HIGH

Prompt analysis for bypass attempts and malicious instructions.

AB

ABUSE

MEDIUM

Rate limiting, token quotas and request limits per agent.

Admin Dashboard
DB

Dashboard

Metrics visualization: traffic, blocks, token cost, agent activity in real time.

PL

Policies

Flexible rules per agent: allowed models, request limits, content filtering.

TK

Tokens & Keys

API key management: issue, revoke, rotate. Multi-level access rights.

RP

Reports

Automated security and usage reports. PDF, CSV export.

REAL-TIME METRICS
Requests / hour12847
Blocked threats342
Data masked8923
Active agents47
TOP-6 Business Tasks for AIGate

Six practical scenarios most teams solve first when launching and scaling AIGate.

#01

LLM Cost Control

Monitor and optimize language-model API spending with budget limits, token tracking, and department-level controls.

#02

Confidential Data Filtering

Automatically detect and mask secrets, personal data, and trade secrets before requests are sent to LLMs.

#03

AI Agent Action Audit

Full request/response logging with actor traceability and SIEM-friendly transparency for security teams.

#04

AI Usage Policies

Centralized rules for allowed models, restricted topics, and context boundaries aligned with corporate security.

#05

Unified LLM Gateway

One API for all models with routing, provider failover, and load balancing across your AI stack.

#06

Vibe Coding Control

Developers connect to models through one gateway without sharing personal provider tokens. Keys stay centralized, leakage risks are reduced by policy, and every request remains auditable.

FAQ

Frequently asked questions about AIGate

Can I see an AIGate demo?

Yes. Our specialists can show you AIGate in a demo session at a convenient time.

How do I order an AIGate pilot?

Submit a request on the website using the “Order pilot” button. Fill out the short form and our team will contact you.

Is there business cost control?

Yes. The platform shows who uses AI, what is happening across agent and LLM traffic, and how much it costs the company.

Does AIGate control AI agent actions?

Yes. Policies define which data can be read, which can be changed, and which operations must be blocked immediately.

How does AIGate protect data?

Secrets and passwords are detected and blocked before a request is sent. Personal data is masked in line with regulatory requirements. AIGate also detects attempts to bypass restrictions and blocks malicious instructions.