PROVEN DEPLOYMENTS • PRODUCTION BUILDS

Production AI Systems & Custom Builds

Inspect our delivered multi-agent workforces, enterprise knowledge graph RAG platforms, and low-latency quantized model clusters.

KODRA LABS PRODUCTION DEPLOYMENTS

Production AI Systems & Custom Builds

High-performance agentic pipelines, quantized local inference nodes, and enterprise search platforms engineered for sustained production scale.

Autonomous AgentsGPT-4o

Autonomous Multi-Agent Enterprise Operations Worker

24/7 background agent system with hierarchical planning, code execution in Docker sandboxes, automated PR auditing, and self-healing task loops that work continuously while teams sleep.

24/7 continuous runtime • 42% operational turnaround reduction
LangGraphAutoGenDocker SandboxingFastAPIPythonRedis
Production-Ready
RAG SystemsClaude 3.5 Sonnet

Enterprise Agentic RAG & Neo4j Knowledge Graph Engine

Production-grade multi-hop retrieval augmented generation platform combining hybrid dense/sparse vector search with Neo4j entity graphs to eliminate hallucination in complex financial & legal documents.

99.4% factual retrieval precision, 220ms P95 latency
LangGraphQdrantNeo4jFastAPIPythonvLLM
Production-Ready
Fine-Tuning & MLOpsLLaMA 3.3 70B

Sub-100ms Quantized LLaMA-3 70B Private Inference Cluster

Distributed 4-bit AWQ quantized model cluster deployed over Ray and vLLM with PagedAttention on dedicated NVIDIA GPU clusters, slashing cloud inference bills by over 60%.

185 tokens/sec throughput • <100ms P95 latency
vLLMTensorRT-LLMUnslothRayTriton ServerKubernetes
Production-Ready
LLM AppsDeepSeek-R1

Automated Lead Enrichment & Intelligent Cognitive Pipeline

High-throughput asynchronous cognitive pipeline that extracts, verifies, and triages multi-source enterprise data, synchronizing clean actionable records directly into CRM databases.

Over 500,000 data points enriched autonomously
FastAPICeleryRedisTypeScriptNext.jsSupabase
Production-Ready
Computer VisionGemini 1.5 Pro

Multimodal Industrial Inspection & Vision Defect Detection

Zero-shot anomaly localization system combining YOLOv10 object detection with Gemini 1.5 Pro vision reasoning for high-speed manufacturing conveyor lines at 60 FPS.

99.7% defect detection accuracy at 60 FPS
YOLOv10TensorRTOpenCVDeepStreamFastAPI
Production-Ready
Fine-Tuning & MLOpsCustom LoRA

Domain Synthetic Alignment & DPO Distillation Pipeline

Evol-Instruct and Direct Preference Optimization (DPO) pipeline generating ultra-clean domain corpora for task-specific distillation into fast, cost-effective edge models.

10M+ tokens generated with automated quality audits
DPOHugging Face TRLWeights & BiasesRayPyTorch
Production-Ready
200K+
Daily Agent Steps

Automated operational loops executed 24/7 without manual intervention.

<100ms
P95 Inference Latency

Distributed vLLM clusters with 4-bit AWQ quantization and PagedAttention.

99.4%
Factual Precision

Graph-guided hybrid retrieval eliminating hallucinations in complex filings.

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