Artificial IntelligenceHybrid Vector Mesh & Low-Latency LLM Serving
AI & Applied Machine Learning Solutions
Deterministic Enterprise RAG, Custom LLMs & High-Throughput Inference
Turn proprietary enterprise data into competitive advantage with custom LLMs, RAG pipelines, and high-throughput inference engines.
< 45 ms
P95 Inference
Token streaming latency
99.2%
RAG Precision
Context relevance & reranking
100% Guarded
PII Protection
Zero data exfiltration layer
Architectural Overview
Service Scope & Engineering Context
From intelligent document understanding to automated decision support systems, CoralSwift designs and deploys secure, scalable enterprise AI pipelines. We bridge cutting-edge generative AI models with deterministic enterprise guardrails.
Need This Capability?
Connect with our principal architecture team to evaluate your current setup and receive a tailored roadmap.
Curated Enterprise Stack
Technologies & Protocols
Model Runtimes
vLLMTensorRT-LLMOllamaPyTorch
Vector Indexing
QdrantPineconepgvectorMilvus
Orchestration & RAG
LangChainLlamaIndexDSPySemantic Kernel
Safety & Guardrails
NeMo GuardrailsGuardrails AIPresidio PII
Technical Deliverables & Capabilities
What We Build & Optimize
Enterprise Retrieval-Augmented Generation (RAG) architectures
Custom LLM fine-tuning & domain adaptation
High-performance vector search & embedding infrastructure
MLOps pipelines: automated model evaluation, deployment & monitoring
AI Governance, safety guardrails & PII redaction
Tangible Deliverables
Handover Artifacts & Repositories
End-to-end containerized inference API service
Vector database schema & automated synchronization pipelines
Prompt evaluation & benchmark testing harness
Administrative observability dashboard for LLM costs and latency