AI & Machine Learning
Development & Implementation
We build production-grade AI applications, autonomous agents, and predictive machine learning models. From fine-tuning Gemini LLM APIs and building Retrieval-Augmented Generation (RAG) vector search engines to automating document OCR and embedding predictive intelligence into Syspro ERP and Salesforce CRM.
Enterprise AI/ML Solutions We Deliver
LLM & Gemini API Integration
Integration of Gemini 2.5/3 and foundation models using secure server-side proxies, function calling, and structured JSON outputs.
- Gemini API & OpenAI Proxy Backends
- Custom Prompt Engineering & Guardrails
- Structured Output Validation (Zod/Pydantic)
Vector Search & RAG Engines
Allowing AI models to query confidential company knowledge bases without leaking data or hallucinating answers.
- Pinecone, Qdrant & PGVector DBs
- Hybrid Dense & Sparse Vector Search
- Role-Based Document Access Control
Autonomous Workflow Agents
Multi-step AI agents that execute database tasks, update Syspro ERP records, send emails, and resolve customer support tickets.
- LangChain & LangGraph Orchestration
- Automated Syspro & Salesforce Actions
- Human-in-the-loop Approval Triggers
Predictive Analytics & ML
Custom Python machine learning models built for demand forecasting, inventory reorder timing, and customer churn prediction.
- PyTorch & Scikit-Learn Pipelines
- Syspro ERP Inventory Forecasting
- Candidate & Lead Suitability Scoring
Document OCR & Data Extraction
Automated extraction of line items, purchase orders, invoices, and resumes with 99%+ accuracy.
- Computer Vision & LayoutLM
- Automated Invoice-to-Syspro Processing
- PDF & Image Table Parsing
FastAPI & Python Microservices
Containerized Python microservices wrapped with Docker and hosted on Cloud Run / AWS for ultra-fast response times.
- Asynchronous FastAPI Endpoints
- Model Monitoring & Log Telemetry
- GPU Acceleration & TensorRT Tuning
Ready to Add Artificial Intelligence to Your Software?
Consult with SRV Technology's AI/ML engineering team to build custom models and intelligent agents.