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Systrocode
AI Integration Services

Seamless commercial API integrations.

We connect OpenAI, Anthropic Claude, and custom LLM providers to your existing software stack, handling rate limits, cost reporting, token optimization, and failover layers seamlessly.

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SYSTEMS_CANVAS // ACTIVE_STATE
FAILOVER_GATE
TIKTOKEN_COMP
PII_LOGGER
CODE_SOURCE
import { callOpenAI, callClaude } from "./models";

export async function processRequest(prompt: string) {
  try {
    return await callOpenAI(prompt);
  } catch (e) {
    console.warn("OpenAI failed, switching to Claude failover...");
    return await callClaude(prompt);
  }
}
Target Architecture

API Proxy Router & Failover

We configure multi-vendor routing with automated failovers. If OpenAI API encounters outages or rate limits, traffic routes instantly to Anthropic Claude or Azure-hosted instances.

Failover speed<150ms
ProvidersOpenAI • Claude
Uptime99.99%
99.99%
Uptime RateMulti-vendor backup
45%
Cost Deflectiontiktoken prompt logic
PII Safe
Data MaskingNo leakage to APIs
Live
Billing TelemetryReal-time user logs
Technology Stack

Tools & Frameworks We Engineer With

01 / Models

Supported Models

  • OpenAI GPT-4o: State-of-the-art cognitive tasks
  • Anthropic Claude: Detailed reasoning and long content
  • Azure OpenAI: Enterprise enterprise security layers
  • Groq LLaMA: Ultra-fast open-source execution
02 / Guardrails

Security & Safety

  • Llama Guard: Input/output safety moderation
  • NeMo Guardrails: Topic boundaries and validation
  • Presidio SDK: Microsoft PII identification & masking
  • Rate Limiting: Token bucket algorithms
03 / Billing

Cost Management

  • Portkey: LLM operations and cost analytics
  • Helicone: Token tracking and caching gateway
  • Langfuse: Tracing, billing, and quality reviews
  • OpenMeter: Real-time usage metering
04 / Transport

API Protocols

  • WebSockets: Real-time speech & token streaming
  • Server-Sent Events: Text completion streams (SSE)
  • gRPC: High-speed backend-to-backend calls
  • REST JSON: Standard REST endpoints
Our Clients

Who We Work With

01 // SECTOR

SaaS Platforms

Embedding ChatGPT-style generative features directly inside customer dashboards securely.

CapabilityEmbedded AI
02 // SECTOR

Enterprise ERPs

Connecting model agents to read databases, summarize logs, and email alerts.

CapabilityAutomated Loop
03 // SECTOR

Logistics Routing

Parsing cargo paperwork, bill of lading PDFs, and emails into structured APIs.

CapabilityData extraction
How We Work

Our Delivery Lifecycle

We operate under a structured, predictable lifecycle. Click any step to inspect deliverables.

01

Architecture & Safety Scoping

We analyze database patterns, define custom safety guardrails, and specify fallback vendors.

Key Sprint Tasks
Define model routing targets
Map PII masking rules
Determine rate limits
Audit API compliance schemas
DELIVERABLE // integration-scope.json
{
  "primaryVendor": "OpenAI",
  "fallbackVendor": "Anthropic",
  "piiFiltering": true,
  "monthlyTokenCap": 50000000
}
Common Questions

Frequently Asked

Our gateway routes all calls to your primary model. If the provider experiences high latency, API limit rejections, or outage codes, the router intercepts the call and falls back to a backup vendor instantly without the client app knowing.

We deploy active regex and NLP masking tools (like Microsoft Presidio) to scan payloads for names, emails, card numbers, or proprietary keys. These variables are obfuscated before being dispatched to third-party endpoints.

Unify your commercial AI stack.

Talk to our integration architects to design zero-outage gateways, cost limits, and secure data sanitizing proxies.

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