SystemHarbor

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AI/ML Integration 

Add artificial intelligence to your existing products. We connect OpenAI GPT-4, Claude, custom ML models, and AI-powered automation.

From chatbots to recommendation engines to predictive analytics we use AI to automate decisions, personalize experiences, and pull insights from your data.

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AI Capabilities We Build

GPT-4 & Claude Integration

Add OpenAI or Anthropic's Claude to your product. We handle prompts, rate limits, streaming responses, and cost optimization.

Custom AI Chatbots

Build chatbots trained on your data. Customer support, sales assistants, internal tools - all powered by AI that understands your business.

Recommendation Engines

Personalized recommendations that increase engagement and sales. Like Netflix and Spotify, but for your product.

Predictive Analytics

ML models that forecast trends, spot churn before it happens, improve pricing, and find opportunities before your competitors do.

Document Processing

Extract data from PDFs, invoices, contracts. Automate document workflows with AI that reads and understands your files.

Computer Vision

Image recognition, object detection, quality control. AI that can see and understand visual data.

Real Use Cases

Customer Support Bot

Reduce support tickets by 60% with AI that answers questions 24/7

60% fewer tickets

Sales Assistant

AI that qualifies leads, answers product questions, and books demos

3x more demos

Content Generation

Product descriptions, blog posts, emails generated at scale

80% time saved

Data Analysis

Natural language queries on your database without SQL knowledge

Instant insights

Our AI/ML Tech Stack

Industry-leading tools and frameworks for building intelligent systems.

LLM & AI APIs

OpenAI GPT-4Claude APIGoogle GeminiAnthropicHugging FaceCohereMistral AILangChainLlamaIndexOpenRouterTogether AIReplicate

ML Frameworks

TensorFlowPyTorchScikit-learnXGBoostLightGBMKerasJAXONNXMLflowWeights & BiasesRayOptuna

NLP & Language

spaCyNLTKTransformersSentence-BERTFastTextGensimTextBlobOpenNLPStanford NLPFlairHaystack

Computer Vision

OpenCVYOLOTensorFlow.jsMediaPipeDetectron2PillowRoboflowLabel StudioCVATSegment Anything

Vector Databases

PineconeWeaviateMilvusChromaQdrantpgvectorFAISSElasticsearchRedis VectorVespa

Infrastructure

AWS SageMakerGoogle Vertex AIAzure MLModalBanana DevRunpodLambda LabsCoreWeaveAnyscale

Ready to Add AI to Your Product?

Let's explore how AI can transform your business. We'll identify the best opportunities and create a roadmap for implementation.

Book Free Consultation