AI & Machine Learning

We build systems that think, not just compute.

Most AI implementations fail because they're treated as features, not foundations. We architect intelligence into your business—systems that learn, adapt, and compound value over time.

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Our Perspective

Everyone's rushing to add "AI-powered" to their product. We ask: what problem are you actually solving?

The models are commoditizing. The architecture decisions, the data strategy, the integration craft—that's where value lives.

We've seen too many POCs that never made it to production. We build for the real world—messy data, edge cases, scale.

Intelligence isn't a feature. It's a foundation.

"The gap between a demo and a deployed AI system is where most projects die. We've crossed that gap dozens of times—for startups finding product-market fit and enterprises transforming operations. That's not a pitch. That's pattern recognition."

— The Approach at Grids and Guides

What We Build

End-to-end AI development, from strategy to production deployment and beyond.

01

Agent Development

AI agents that act, not just respond. We build autonomous systems that reason through complex tasks, orchestrate multi-step workflows, and integrate with your tools—from intelligent assistants to fully automated decision engines.

Agentic AILangChainCrewAITool Integration RAG
02

Custom ML Models

Predictive analytics, recommendation engines, anomaly detection, and classification systems. Production ML that handles your data at scale—not just notebook experiments.

TensorFlowPyTorchScikit-learnMLOps
03

Data Science & Analytics

Turn your data chaos into clarity. We build analytics pipelines, predictive models, and insight engines that help you understand what happened, why it happened, and what's coming next.

PythonPandasSQL PowerPower BIApache SupersetTableauRegressionClassification Time SeriesForecasting Clustering
04

Intelligent Automation

AI-powered workflows that handle the cognitive work RPA can't touch. Document understanding, decision automation, and intelligent process orchestration.

NLPDocument AIWorkflow AI
05

Conversational AI

Beyond basic chatbots—AI assistants that understand context, handle complex queries, and integrate deeply with your business systems and knowledge bases.

ChatbotsVoice AIMulti-turnIntegration
06

AI Strategy & Consulting

Not sure where AI fits? We help identify high-impact opportunities, evaluate build-vs-buy decisions, and create roadmaps that deliver ROI—not just innovation theater.

AssessmentRoadmapArchitecture

How We Work

A proven approach refined across dozens of AI implementations.

01

Discovery

We dig into your data, workflows, and business objectives. Most AI projects fail from misaligned expectations—we fix that upfront.

02

Validate

Rapid prototyping to prove feasibility before major investment. We surface risks early and kill bad ideas fast.

03

Build

Production-grade development with MLOps baked in. Monitoring, versioning, and deployment pipelines from day one.

04

Evolve

AI systems need continuous improvement. We build feedback loops and stay engaged to compound performance over time.

Our Stack

The right tool for the right problem. Framework-agnostic, outcome-focused.

ML Frameworks

TensorFlow & KerasPyTorchScikit-learnXGBoost / LightGBMHugging Face

LLM & GenAI

OpenAIAgentic AILangChain / LanggraphRetrieval-Augmented Generation (RAG)Vector StoreFine-tuning & PEFT

Cloud AI

AWS SageMakerAWS Bedrock Agent CoreGoogle Cloud AI / Vertex AIAzure ML

MLOps & Data

MLflowKubeflowWeights & BiasesApache AirflowDVC

Industries We've Served

AI solutions tailored to domain-specific challenges.

Education
Manufacturing
Logistics & Supply Chain
Financial Services

About Grids and Guides Technologies

We are an artificial intelligence and machine learning company headquartered in Chennai, Tamil Nadu, India. As a specialized AI development firm, we serve clients across Asia, North America, Europe, and the Middle East.

As a focused SME (Small and Medium Enterprise) in the AI space, we bring what large consultancies can't—founder-led engagement, senior engineers on every project, and the agility to move from concept to production in weeks, not quarters.

HeadquartersChennai, India
Company TypeAI & ML Development
Industries Served12+
Service RegionsAsia, Americas, Europe, MENA

Frequently Asked Questions

Is Grids and Guides an AI company?

Yes. Grids and Guides Technologies is an artificial intelligence and machine learning company specializing in building production-grade AI systems, LLM applications, custom ML models, and intelligent automation solutions.

Where is Grids and Guides located?

Our headquarters is in Chennai, Tamil Nadu, India. We serve clients across Asia, North America, Europe, and the Middle East.

What type of AI services does Grids and Guides offer?

We offer end-to-end AI development including: Agentic AI and LLM application development, custom machine learning models, data science and analytics, intelligent automation, conversational AI, and AI strategy consulting.

Does Grids and Guides work with startups or only enterprises?

We work with both. As an SME ourselves, we understand the constraints and pace of startups while having the expertise to deliver enterprise-grade AI solutions.

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