The Atlas
What AI is actually being used for
Twenty-five categories of real, named use cases. Every published entry carries the tools it needs, the effort it takes, the India-specific compliance question it raises, and an honest note about where it fails — each traceable to a dated source. Free to read, with no account.
69 published entries across 25 categories.
Sales & Revenue
Finding, qualifying and closing business — and keeping the record of it honest.
3 entriesMarketing & Content
Producing and placing what a business says about itself, including in Indian languages.
2 entriesCustomer Service & Support
Answering customers faster without making the answer worse.
4 entriesFinance, Accounting & Audit
The document-heavy, rule-heavy work that Indian practices spend most of their hours on.
4 entriesLegal, Compliance & Secretarial
Contracts, filings and the tracking of rules that change without notice.
3 entriesHR & Talent
Hiring, onboarding and answering the same policy question for the two-hundredth time.
4 entriesOperations & Supply Chain
Moving goods and keeping the process written down.
4 entriesProduct & Engineering
Writing, reviewing and migrating software.
4 entriesData & Analytics
Getting a question answered from data without waiting for a queue.
3 entriesStrategy, Research & Knowledge Work
Reading a great deal and reporting what mattered.
3 entriesAdministration & Personal Productivity
The daily overhead every role carries.
3 entriesProcurement & Vendor Management
Buying well, and proving afterwards that you did.
2 entriesRisk, Fraud & Security
Spotting the transaction, message or behaviour that should not be there.
4 entriesEducation & Training Delivery
Teaching, and marking what was taught.
3 entriesHealthcare & Clinical Workflow
Clinical and administrative work where the error cost is a person.
3 entriesDocument Intelligence
Turning paper and PDFs into something a system can act on.
3 entriesConversational & Voice Agents
Systems that hold a conversation, increasingly in more than one language.
3 entriesVision & Image
Reading pictures — of a part, a field, a scan or a page.
4 entriesVideo & Audio Generation
Producing footage and audio, including dubbing into Indian languages.
3 entriesStructured-data & Predictive ML
The older, quieter half of the field, which is still where much of the value is.
2 entriesAgentic & Multi-agent Systems
Systems that take a sequence of actions rather than answering once.
4 entriesVertical: Financial Services & Fintech
Use cases carrying an RBI or SEBI overlay.
No entries yetVertical: Retail, D2C & E-commerce
Use cases shaped by catalogue, margin and returns.
No entries yetVertical: Manufacturing, Agriculture & Logistics
Use cases shaped by physical plant, land and movement.
1 entryVertical: Public Sector, Real Estate & Professional Services
Use cases shaped by procurement rules and professional-body regulation.
No entries yet