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AI blog: agentic and generative AI for the people who have to make it work

Guides from HabileLabs on agentic AI, generative AI, prompting and AI on AWS: what the terms mean, where each one fits, and what to weigh before you invest.

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Six posts to read first on agentic and generative AI

Our pick from the archive, in reading order: the ideas first, then the platforms, then the decision. Four of them are filed under AWS, Salesforce or Tech Consulting, so the Data & AI list below does not show them.

  • 01

    AI Agents vs Agentic AI: Clearing Up the Confusion for Global SMBs in 2026

    Start with this one. The two terms are often used as if they meant the same thing; this post separates them before you decide what to build.

    Dishank Sharma · 24 August 2026

    • Data & AI
    Read the post

  • 02

    From Generative to Agentic AI: The Next Big Leap in Artificial Intelligence

    The step from AI that produces content to AI that takes action.

    Himanshu Vyas · 9 February 2026

    • Data & AI
    Read the post

  • 03

    AI in AWS: Making Sense of Generative, Agentic & Multimodal Systems

    Three kinds of AI system, and where each one sits on AWS.

    Dishank Sharma · 26 May 2026

    • AWS
    Read the post

  • 04

    How to Use AWS Bedrock with Claude: Best Practices for Building Reliable AI Systems

    Amazon Bedrock with Anthropic Claude models is the stack behind our iSEEit agentic AI case study.

    Dishank Sharma · 10 June 2026

    • AWS
    Read the post

  • 05

    How Does Agentforce Work in Salesforce? | A Beginner's Guide

    Agents inside Salesforce: a beginner's guide to how Agentforce works.

    Dishank Sharma · 9 July 2026

    • Salesforce
    Read the post

  • 06

    Five Crucial Considerations Before Your Organization Invests in AI Technology

    Five considerations from our CEO for leaders weighing an AI investment.

    Ankit Dhir · 27 August 2024

    • Tech Consulting
    Read the post

Data & AI articles

Every post filed under Data & AI, newest first. Search, or switch topic to find AI posts filed under AWS, Salesforce and others.

Showing 13 of 15 articles in Data & AI

Data & AI

How AI is changing the role of developers in 2025

Explore the future of software development in 2025 as AI revolutionizes developer roles, streamlining processes and fostering new opportunities for growth.

Himanshu Vyas

· 5 min read

Data & AI

All About ChatGPT - The Strong Future of AI

A new AI-powered chatbot that is said to be able to replicate the experience of a human customer service agent. Let's know about what ChatGPT is & how it works.

Payal Mittal

· 6 min read

Data & AI

AI & ML Testing: Future of Software Testing?

Testing AI and ML systems involves determining how well they operate and how accurate they are. Learn about AI & ML testing and the future of software testing.

Prince Ghosh

· 5 min read

Data & AI

A Complete Guide - Machine Learning Model to API

Machine learning is the new over-the-top technology. Learn here about a complete guide for machine learning to API with machine learning models and algorithms.

Divya Bhandari

· 3 min read

2 more to read

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Put these ideas to work

The same AI team takes each of these from first use case to production.

  • Agentic AI

    Agents that plan and carry out multi-step tasks through your APIs, with human review where decisions matter.

    • AI agents
    • Tool use
    • Guardrails
    Learn more

  • Generative AI

    Large language models put to work on your own data, documents and workflows, built to run securely in production.

    • Amazon Bedrock
    • OpenAI
    • Claude
    Learn more

  • AI strategy consulting

    The use cases worth funding, a phased roadmap with clear KPIs, and a prototype before full-scale development.

    • Readiness
    • Roadmaps
    • Governance
    Learn more

  • LLM development

    Models fine-tuned and optimized for your domain and compliance needs, and grounded in your data with RAG.

    • Fine-tuning
    • RAG
    • LLMOps
    Learn more

  • Document processing

    Intelligent OCR and large language models that extract, classify, search and summarize documents.

    • Extraction
    • Classification
    • Summaries
    Learn more

  • Conversational AI

    Chatbots and voice assistants powered by language models and connected to your systems.

    • Chatbots
    • Voice assistants
    • RAG
    Learn more
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