Model-Agnostic Architecture
FlexibleSeamlessly switch or route between OpenAI, Anthropic Claude, Google Gemini, DeepSeek, and local Llama models based on cost and latency.
AI Agents & WorkflowsEmbed AI Intelligence into Your Core Tech Stack
Bring frontier AI directly into your existing software
You don't need to rebuild your company's software from scratch to leverage AI. We integrate OpenAI, Claude, Gemini, and open-source models straight into your existing databases, portals, and legacy systems.
Overview
Why this matters for your operations
Off-the-shelf AI tools operate in silos. If your team has to copy-paste between ChatGPT and your CRM or ERP, your workflow is still fundamentally broken.
Rakebig builds native API integrations that inject AI directly into your day-to-day screens. Whether you need auto-generated client summaries in Perfex CRM, automated email draft generation, or intelligent search across your database, we engineer the glue that makes it work securely.
Core Capabilities
Engineered for production scale & reliability
Secure API Middleware
Production-ReadyCustom proxy with rate-limiting, token tracking, caching, and enterprise security guardrails.
Semantic Vector Search
Vector AITransform your SQL databases into semantic search engines where teams search by meaning rather than exact keywords.
Native CRM & Portal Plugins
Native UICustom UI widgets inside your existing admin dashboards for 1-click AI generation and insights.
How It Operates
The end-to-end data pipeline
01
API Gateway & Security
Requests pass through a secure gateway with PII sanitization and caching.
02
Smart Model Router
Routes tasks to the most cost-effective model (e.g. lightweight for extraction, reasoning for complex synthesis).
03
Tool Execution
Models call external APIs, fetch real-time database rows, and synthesize outputs.
04
UI Ingestion
Results render inside your existing web or mobile app natively.
Measurable ROI
Outcomes that justify the investment
60%Cost Optimization
Intelligent prompt routing and semantic caching cut monthly API costs.
100%Stack Compatibility
Works with PHP, Laravel, Node.js, Python, Flutter, and SQL databases.
EnterpriseData Security
Zero data leakage and automated PII anonymization before model ingestion.
Delivery Process
A clear 4-step path from scope to launch
- 01
Architecture Discovery
We audit your existing tech stack, database schemas, and API capabilities.
- 02
Integration Blueprint
We design the data contract, model selection, prompt pipelines, and security layers.
- 03
Module Development
We engineer the integration, test token usage, implement semantic caching, and build UI components.
- 04
Deployment & Monitoring
We deploy to production with real-time observability on latency, cost, and output quality.
Common Questions
Frequently asked questions
Which AI models can you integrate?
We integrate OpenAI (GPT-4o), Anthropic Claude (Sonnet, Opus), Google Gemini, DeepSeek, Groq, and self-hosted open-source models like Llama 3 on private GPUs.
Can you add AI directly into Perfex CRM?
Yes. We build custom Perfex CRM modules that add AI summary widgets, auto-reply generators, lead scoring, and automated task assignments directly to the admin interface.
How do you prevent high API bills?
We implement semantic caching (so identical queries do not hit paid APIs repeatedly), token limits, and tiered model routing (using fast, inexpensive models for simple tasks).
Can we use on-premise or private models for complete data privacy?
Yes. For strict compliance requirements, we deploy open-weights models (like Llama) on private cloud servers (AWS, Hetzner, RunPod) where no data leaves your network.
Related Solutions
Complementary AI systems
Ready to automate with certainty?
Schedule a technical scoping session to map out your custom AI pipeline with our engineering team.