GANESH TECH LLC
AI Lab

Applied intelligence, productized safely.

Our innovation practice moves from research to production with evaluations, guardrails, and observability baked in.

Innovation · AI Lab

Our AI practice — built to ship.

Nine modules that plug into real products. Deployed, evaluated, and monitored — not demoed.

AI Chatbot

Conversational surfaces with memory, tools, and brand voice.

Agent · Retrieving context
Tool call · search_docs()
Response streaming · 82 tok/s
AI Agents

Autonomous task-scoped agents with human-in-the-loop safeguards.

Predictive Analytics

Forecasting engines wired to your live data warehouse.

Automation Engine

Event-driven orchestration across every SaaS and system.

Generative AI

Text, image, audio, and code generation, productized safely.

Document Intelligence

Extract, classify, and reason over documents at scale.

Speech Recognition

Realtime transcription and diarization for voice products.

Vision AI

Detection, OCR, and quality inspection in production.

Natural Language

Semantic search, summarization, and reasoning pipelines.

Architecture

The way we layer systems.

A reference architecture we adapt to every engagement — resilient by default, observable end to end.

Layer 01
Frontend
React · Next · Design system
Layer 02
API Gateway
Auth · Rate limit · Contracts
Layer 03
Microservices
Domain services · Events
Layer 04
AI Engine
RAG · Agents · Evals
Layer 05
Data Layer
Postgres · Redis · Warehouse
Layer 06
Cloud Infrastructure
AWS · K8s · Observability
Live in production

Enterprise dashboards, in motion.

A glimpse at systems we operate every day — the visual layer over infrastructure engineered to be quietly dependable.

Meridian · Treasury
Real-time ledger
$2,481,904+12.4%
Volume
18K
Latency
820ms
Errors
0.02%
Task #2049
OK
Task #2050
OK
Task #2051
OK
Task #2052
OK
Task #2053
OK
Aria · Agents Ops
Live agent telemetry
$2,481,904+12.4%
Volume
18K
Latency
820ms
Errors
0.02%
Task #2049
OK
Task #2050
OK
Task #2051
OK
Task #2052
OK
Task #2053
OK
Atlas · Fleet OS
12k vehicles online
$2,481,904+12.4%
Volume
18K
Latency
820ms
Errors
0.02%
Task #2049
OK
Task #2050
OK
Task #2051
OK
Task #2052
OK
Task #2053
OK
Let's build something quietly great.

Have a system worth engineering?

Tell us about your project. We'll respond within one business day with a real engineering perspective.