Why choose Argate?

Traditional API proxies (Kong, Envoy, Apigee) cannot inspect LLM agent states, recursive tool calls, or token budget runaway.Argate was built from the ground up for autonomous agent safety and control.

Cloud SaaS or 100% Air-Gapped Deployment
Near-Zero Proxy Overhead (Ultra Fast)
One-Line Integration (Zero Refactoring)

Fastest gateway engine for agent workflows

Argate Gateway Engine™ is up to 10x faster. Scale from prototype to 100M+ daily agent calls — with 99.99% uptime and zero headaches.

argateLowest Overhead
1x (Near-Zero)
alternative 1 (Kong/Envoy)6.5x
6.5x Slower
alternative 2 (Cloud Proxies)18x
18x Slower
relative proxy overhead comparison

On-demand deployments, 100% Air-Gapped

Deploy private or air-gapped gateways with one command — or bring your own weights (vLLM, Ollama, DeepSeek). Customize endpoints securely with enterprise-ready infra.

deploy-airgap.sh
AIR-GAPPED READY
# 1. Pull zero-egress binary or Helm chart
$ helm install argate oci://registry.internal/argate-gateway \
--set sovereign.airgap=true \
--set backend.local_llm="vllm.internal:8000"
Zero Egress · Air-Gapped Isolation
K8sDockerBare-Metal
DEEPGUARD™

Zero data leakage: Instant PII & secret redaction

SSN, credit card, passwords, and API secrets are sanitized in-memory in real time before hitting model endpoints. Complete compliance with GDPR, HIPAA & KVKK.

INPUT PAYLOADUNMASKED
"customer_ssn": "12345678901"
ARGATE SANITIZEDIN-MEMORY MASKED
"customer_ssn": "[REDACTED_SSN_TR]"
CONTROL PLANE

Autonomous agency brake & runaway loop cut

High-risk tool invocations (database mutations, transfers, system execution) are suspended for JIT Human Approval. Infinite loops are halted at $0 token cost.

Agent Action InterceptAWAITING APPROVAL
Tool: execute_db_drop("prod_users")
Approve
Reject
JUST-IN-TIME (JIT) GOVERNANCE

Empower AI Agents, Keep Critical Actions Under Human Approval

When autonomous agents attempt irreversible actions (wire transfers, schema drops, IAM changes), Argate halts execution in milliseconds and sends an actionable one-click sign-off request to your Slack or Teams.

1
Zero Token Drift During Pause
Agent state is safely suspended in volatile memory. No wasted token spend while waiting.
2
Native Slack & Teams Webhooks
Managers approve directly from their existing mobile or desktop chat app.
3
Immutable Cryptographic Audit Trail
Every approval/rejection is cryptographically recorded for regulatory compliance.
2. Test Live Approval in Slack:Click buttons below to test
finance-approvals
ARG-POLICY-FIN-THRESHOLD->50K
Argate Security BotAPP14:32 (Just now)
High-Consequence Tool Call Awaiting Approval
Procurement AI Agent (agent-proc-418) • OpenAI gpt-4o
Initiated a $50,000 vendor disbursement transfer to external IBAN.
Target Function Call:transfer_funds()
Recipient IBAN
TR33 0006 1005 1112 3456 7890 12
Amount
$50,000.00 USD
Reference
Fatura #8921-A (Tedarikçi A.Ş.)
Budget Pool
OPEX-2026-Q1
Status: Live Suspended•Yetkili Grup: @secops-leads
ID: req_9812f84a
Agent paused in-flight. Decision needed:
ZERO-DATA RETENTION // PRIVACY VAULT

Zero PII Leaks to Cloud LLMs with In-Memory Bidirectional Vault

Sensitive PII (SSNs, credit cards, bank accounts, healthcare data) is intercepted in volatile memory and replaced with surrogate cryptographic tokens. Cloud model providers never see, store, or train on your customer data.

1
Ingress Raw Payload
User / Agent Input
2
Cloud LLM Inference
Zero Data Retention
3
Internal Tool Execution
In-Memory Detokenize
SANITIZED PROMPT SENT TO MODEL:0 Byte Leakage

Query approved $50,000 credit limit and fetch transaction history for customer [ARG_NAME_1] (SSN: [ARG_SSN_1], Account: [ARG_ACC_1]).

In-Memory Detected Entities:
PERSON NAMEDavid Miller
SSN (GOVT ID)987-65-4321
ACCOUNT NUM4092-8812-9901
INTERNAL BACKEND API CALL:fetch_account_balance()
Detokenized in-memory payload:Instant
fetch_account_balance({
  ssn: "987-65-4321",
  account: "4092-8812-9901"
})
KVKK / GDPR / BDDK Uyumlu

Zero disk logging. Cryptographic keys and surrogate tables are purged immediately after transaction resolution.

Maskeleme Modu: In-Memory (Pure RAM)
Enterprise KVKK / GDPR Ready
COST & RESOURCE PROTECTION // CIRCUIT BREAKER

Stop Runaway AI Agent Loops Before They Burn Thousands in Tokens

When agents get stuck in recursive hallucination loops, API bills explode and databases crash. Argate sliding-window circuit breakers detect repeating patterns in-flight, tripping the fuse instantly to guarantee zero wasted spend.

1
Sliding-Window Frequency Detection
Evaluates payload hashes across rolling request windows to identify recursive deadlock patterns.
2
Hard Token & Cost Ceiling
Define per-session cost thresholds ($10, $50). Breaker automatically halts inference when limits are reached.
3
Internal Infrastructure Protection
Shields internal PostgreSQL, Redis, and API endpoints from runaway recursive loops.
2. Live Circuit Breaker Test:
Trip Sensitivity:
SECURITY ENGINE STATUS
MONITORING ARMED
Detection Engine
In-Memory
Rolling Loop Execution Counter:0 / 3 Calls
#1IDLE
#2IDLE
#3IDLE
Hedef Fonksiyon:query_order_analytics()
Tetikleyici Hata:Relation locks timed out (infinite retry storm)
AVOIDED RUNAWAY SPEND
$420.00(14.2M Tokens)
VECTOR SEMANTIC CACHE // ZERO-TOKEN RE-EVALUATION

Different Wording, Exact Same Meaning: Slash LLM Inferences by 80%

Exact-match caches fail on simple paraphrases. Argate Semantic Cache computes vector embeddings in-flight. When cosine similarity exceeds 96%, it serves verified high-fidelity responses instantly with $0.00 token cost.

Cache Scope:Global (Fleet-Wide)
argate-proxy://semantic-cache/v1/vector-stream
Model: OpenAI gpt-4o•Instant Cache Hit & $0 Cost
CACHED HISTORICAL PROMPT (A):VECTOR EMBEDDED
“How do I request a corporate credit line increase?”
COSINE98.6%
SEMANTIC MATCH
INCOMING PARAPHRASED PROMPT (B):IN-FLIGHT
“Where can I apply to raise our company card spending limit?”
CACHE HIT (GATEWAY SERVED)
Served from verified memory cache:“To raise your corporate limit, navigate to Admin Dashboard > Cards > Request Limit Change with authorized signatory documents.”
Downstream Inference
Model CallInstant
Token Cost
$0.024$0.000
Live Stream Scenarios (Auto-Cycling):
Ortalama Tasarruf Oranı: %72 - %84
Zero-Retention RAM Cache
STATEFUL CONVERSATION MEMORY // SESSION HISTORY

Effortless Multi-Turn Agent Memory: Send a Session ID, Argate Handles the Rest

Eliminate external Redis clusters, database message serializers, and manual token-window trimming. Simply pass a session_id in your request—Argate transparently manages rolling multi-turn state, entity resolution, and context injection.

ARCHITECTURE COMPARISON:
Conventional Approach (Complex)

Developers manually maintain Redis session stores, serialize message arrays, and code custom context pruning algorithms.

Argate Way (Zero Infrastructure)

Send only the current user prompt with session_id. Argate transparently orchestrates rolling context in-memory.

No Redis or Database Setup Required
Automated Rolling Window Pruning
Engine Architecture: In-Memory (RAM)
session_id: "sess_enterprise_9482"
1. What You Send (Minimal Payload):Zero State Code
{
  "session_id": "sess_enterprise_9482",
  "prompt": "Prepare a corporate credit application for client David Miller."
}
2. Argate Automatically Injected State:In-Memory Injection
[New Session Initialized] Context: { client: "David Miller", action: "credit_application" }
3. Model Accurate Response:
“Corporate credit application draft of $50,000 created for David Miller.”
TTL Configurable: 1 Hour / 30 Days / Infinite
Single Header Integration

Unified control plane for autonomous agents

Positioned seamlessly between your agent frameworks and model backends, Argate passes every request through 5 zero-trust security filters with near-zero latency overhead.

CLIENT & AGENT SOURCE

Autonomous Agents

LangChain / LangGraph
CrewAI / AutoGen
Custom REST / Python SDK
baseURL: argate-gateway
ARGATE GATEWAY BOUNDARY
AIR-GAPPED VPC
Inspection EngineIn-Memory Zero-Copy
MODEL DESTINATIONS

Local & Cloud LLMs

vLLM / Ollama (Air-Gapped)
Local DeepSeek R1 / Llama 3
OpenAI / Claude / Bedrock
Automatic fallback & circuit failover
01. DeepGuard PII EngineActive · Zero-Retention

Sanitizes SSN, credit cards, IBANs, and API tokens in-memory using regex & Luhn algorithms before hitting LLMs.

ENGINE MODE
In-Memory

OWASP LLM Top 10 Defense Matrix

Argate enforces automated, protocol-level mitigations against the OWASP Top 10 LLM risks. Every rule executes in microseconds without external calls.

10/10 RISKS MITIGATED
LLM01Mitigated

Prompt Injection & Jailbreak

Adversarial manipulation overriding core system directives.

ARGATE DEFENSE MECHANISM
Contextual Guardrails & Mock Response
Inspection EngineIn-Memory Guard
LLM02Mitigated

Sensitive Information Disclosure

Inadvertent leaking of SSNs, secrets, credentials, or PII.

ARGATE DEFENSE MECHANISM
DeepGuard™ Mod 10/11 In-Memory Redactor
Inspection EnginePure RAM
LLM04Mitigated

Model Denial of Service & Loops

Recursive tool invocations causing massive compute bills.

ARGATE DEFENSE MECHANISM
Runaway Circuit Breaker ($0 Token Halts)
Inspection EngineAuto-Trip
LLM08Mitigated

Excessive Agency & Tool Misuse

Destructive tool calls (mutations, funds transfer, system exec).

ARGATE DEFENSE MECHANISM
JIT Human-in-the-Loop Webhook Gate
Inspection EngineState Hook
LLM07Mitigated

System Prompt Extraction

Exfiltration of confidential corporate IP and meta-instructions.

ARGATE DEFENSE MECHANISM
Egress Heuristic Filter & Masking
Inspection EngineHeuristic Egress
LLM10Mitigated

Unbounded Resource Consumption

Runaway token spend and unauthorized context inflation.

ARGATE DEFENSE MECHANISM
Token Bucket & Per-Agent Budget Guard
Inspection EngineToken Bucket

Zero code changes. Just replace the base URL.

Keep your entire codebase, prompts, and tool definitions intact.Simply point your OpenAI-compatible SDK baseURL to Argate Gateway.

1

URL Redirection (2 mins)

Set baseURL to your Argate Cloud or On-Prem Gateway endpoint.

2

Automatic Shielding

DeepGuard PII, Circuit Breakers, and OWASP policies engage automatically.

3

Full Telemetry & Audit

Forensic audit trails, token spend telemetry, and redacted PII metrics logged.

# 1. Point your client to Argate Gateway:
from openai import OpenAI

client = OpenAI(
    base_url="https://gateway.argate.ai/v1",  # On-prem: http://argate.internal:8080/v1
    api_key="sk-argate-live-token"
)

# 2. Call your model as usual. All PII, JIT approval & loops are secured!
response = client.chat.completions.create(
    model="llama-3.3-70b-instruct",  # Or local vLLM / Ollama
    messages=[{"role": "user", "content": "Inspect customer #491 & transfer funds"}]
)
PRICING

Simple and transparent.

Start now, scale as you grow.

Free

For exploring

$0/ month
All security engines
25 requests / day
2 endpoints
1 agent
2 pentests / month
POPULAR

Plus

For small teams

$19/ month
All security engines
100 requests / day
3 endpoints
3 agents
10 pentests / month

Pro

For production

$49/ month
All security engines
300 requests / day
5 endpoints
5 agents
25 pentests / month

No credit card required.

Talk to our team.

30-minute technical evaluation and live POC planning.

Air-Gapped security design
GDPR / KVKK compliance review
JIT & Circuit Breaker configuration
24-hour response guarantee & mutual NDA

30-minute technical session

Live technical demo tailored to your architecture via Google Meet or Zoom.

Don't want to pick a time?
FAQ

Frequently asked.

Yes. Argate runs 100% locally in isolated, offline environments. Zero external cloud dependency.

No. Argate operates on a zero-copy in-memory architecture; it adds zero perceptible overhead to LLM response time.

vLLM, Ollama, Llama 3, DeepSeek, Qwen, TGI, and all REST APIs.

No. Just point your baseURL to Argate. Zero code changes.

When an agent calls a high-risk tool, the HTTP session is suspended. An alert is sent to your dashboard or Slack. Once approved, the request continues.