GenArchitect | Production AI Systems
[ MISSION ]

Engineering
Agentic
Intelligence.

We build AI agents that autonomously execute your complex workflows, from research to execution to verification.

No Hallucinations
Full Ownership
Production Ready
Schedule Call
OpenAI Anthropic LangChain LlamaIndex Gemini Mistral LangGraph CrewAI AutoGen Pinecone Weaviate Chroma Haystack HuggingFace Ollama Bedrock Qdrant LangSmith Langfuse RAGAS DeepEval AWS PostgreSQL OpenAI Anthropic LangChain LlamaIndex Gemini Mistral LangGraph CrewAI AutoGen Pinecone Weaviate Chroma Haystack HuggingFace Ollama Bedrock Qdrant LangSmith Langfuse RAGAS DeepEval AWS PostgreSQL
[ CORE_SERVICES ]

What We Build

AI systems that execute end-to-end workflows autonomously.

[ ACTIONS ]

Agentic Workflows

AI that doesn't just retrieve - it reasons, plans, and executes. From research to API calls to self-correction.

Multi-step reasoning
Breaks complex tasks into logical sequences
Tool orchestration
Executes API calls, runs scripts, queries databases
Self-correction
Validates outputs and retries on failure
[ ANSWERS ]

Hybrid RAG

Search your documents with AI that cites sources and verifies facts. No generic responses. No hallucinations.

Hybrid search
Combines semantic vectors + keyword matching
Re-ranking & precision
Cross-encoder scoring for relevance optimization
Citation tracking
Every answer links back to source documents
[ ACCURACY ]

Custom LLM Evaluation

Measure factual accuracy, retrieval quality, and business impact before production.

Fact verification
Compare answers against source documents
Retrieval testing
Verify search finds correct documents
Production monitoring
Real-time quality scores and alerting
[ APPROACH ]

Why Agentic AI

Traditional AI assists. Agentic AI autonomously executes end-to-end workflows.

Autonomy

Traditional AI Assistants

Requires human for every step; waits for instructions

Agentic Systems

Autonomous execution of multi-step workflows without intervention

Reasoning

Traditional AI Assistants

Single-turn responses; no planning or adaptation

Agentic Systems

Multi-step planning, self-correction, and dynamic replanning

Actions

Traditional AI Assistants

Answers questions; human performs all actions

Agentic Systems

Executes workflows: API calls, database operations, system integrations

Knowledge

Traditional AI Assistants

Generic responses from training data; no citations

Agentic Systems

RAG-powered with your data, verified citations, and zero hallucinations

Reliability

Traditional AI Assistants

Manual testing; unpredictable outputs

Agentic Systems

Automated testing, evaluation frameworks, and production monitoring

[ DEMONSTRATION ]

Live Demo

Production RAG system showcasing the techniques we implement for clients. Try it live →

[ IMPLEMENTATION ]

Production RAG System

Live system demonstrating agentic planning, hybrid search, and automated evaluation.

RAGnosis live system interface
[ DATA_SCALE ]
11K+ Indexed Sources
LangChain, LlamaIndex official documentation
HuggingFace model metrics and performance
GitHub repository activity and trends
[ TECHNICAL_FEATURES ]

Agentic AI Workflow

Autonomous agents that plan multi-step workflows, execute complex searches, and self-validate outputs.

RAGnosis capabilities and features
[ MARKET_INSIGHTS ]

Opportunity Analysis

RAGnosis opportunity analysis
[ EVALUATION ]
0.91 Faithfulness Score
Source-grounded answers with citations
RAGAS evaluation framework metrics
Automated quality assessment pipeline
[ SEARCH_TECH ]

Hybrid Search

Vector + keyword parallel search
RRF weighted fusion algorithm
pgvector HNSW graph indexing

See the difference Agentic AI can make

Schedule a technical deep-dive

Schedule Call
[ INDUSTRY_SOLUTIONS ]

Use Cases

Autonomous agents executing complex workflows across industries.

[ HEALTHCARE ]

Clinical Documentation Agent

Researches patient histories across EHR systems, validates protocols, generates clinical notes with citations.

[ FINTECH ]

Fraud Detection Agent

Real-time monitoring, multi-source fusion, automated case escalation.

[ LEGAL ]

Contract Intelligence

Autonomous contract analysis, clause extraction, compliance reporting.

[ ENTERPRISE ]

Internal Knowledge Agent

Cross-platform search, synthesis, and automated reporting across your knowledge base.

[ MANUFACTURING ]

Quality Control Agent

Automated defect detection, root cause analysis, and compliance reporting.

[ SUPPLY_CHAIN ]

Logistics Optimizer

Route optimization, demand forecasting, and inventory management automation.

[ TECHNOLOGY_STACK ]

Technology

Production-grade AI frameworks with enterprise deployment.

[ ORCHESTRATION ]

Agent Frameworks

Multi-agent orchestration and retrieval systems

LangChain LangChain
LlamaIndex LlamaIndex
CrewAI CrewAI
AutoGen AutoGen
LangGraph LangGraph
Haystack Haystack
HuggingFace HuggingFace
Cohere Cohere
OpenRouter OpenRouter
[ FOUNDATION_MODELS ]

LLM Deployment

Cloud and on-premise language models

OpenAI OpenAI
Anthropic Anthropic
Gemini Gemini
Azure AI Azure AI
Mistral Mistral
Bedrock Bedrock
Ollama Ollama
[ DATA_LAYER ]

Data & Vectors

Traditional and vector databases

PostgreSQL PostgreSQL
MongoDB MongoDB
Redis Redis
Supabase Supabase
Pinecone Pinecone
Weaviate Weaviate
Chroma Chroma
Qdrant Qdrant
[ EVALUATION ]

LLM Quality

RAGAS RAGAS
DeepEval DeepEval
Phoenix Phoenix
UpTrain UpTrain
[ OBSERVABILITY ]

Monitoring

LangSmith LangSmith
Langfuse Langfuse
Grafana Grafana
Prometheus Prometheus
[ INFRASTRUCTURE ]

Cloud & Deployment

Scalable infrastructure and orchestration

AWS AWS
GCP GCP
Azure Azure
Docker Docker
Kubernetes Kubernetes
Terraform Terraform

Ready to build your autonomous system?

Let's discuss your requirements

Schedule Call
[ GET_STARTED ]

Find Your Solution

Tell us about your workflow bottlenecks and we'll show you how AI can automate them.

What to Expect

  • Response within 2 business days
  • Free 30-minute discovery call
  • No-obligation consultation
  • Custom recommendations if there's a fit