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Use cases

Real work people do with AI, in every industry and role, step by step, each with the course that gets you there.

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52 use cases

Summarise shift handover notes

Turn messy end-of-shift notes into a clean handover with pending tasks and patients to watch.

BuilderWritingDocuments

Answer policy questions from your wordings

An assistant that answers coverage questions from your policy wordings and quotes the clause.

InnovatorDocumentsCustomer-facing

Write product listings from a spec sheet

Turn a spreadsheet of product specs into consistent titles, bullets and descriptions for your store.

BuilderWritingData

Answer shop-floor questions from manuals

An assistant that answers operator questions from your SOPs and machine manuals, citing the page.

InnovatorDocumentsAgents

Plan a lesson with a matching worksheet

Get a period-by-period lesson plan and a differentiated worksheet built around your textbook chapter.

BuilderPlanningWriting

Summarise a contract into key terms

Get a one-page summary of parties, obligations, payment, term, termination and risk clauses.

BuilderDocumentsCompliance

Write a farmer advisory in the local language

Turn technical crop and weather guidance into a short, clear advisory farmers can read or hear.

BuilderWritingCommunication

Turn meeting notes into action items

Paste rough notes or a transcript and get decisions, owners, deadlines and a follow-up email.

BuilderWritingPlanning

Turn one blog post into a week of social posts

Get a set of platform-ready posts in your brand voice, drawn from a single long article.

BuilderWritingPlanning

Prepare a one-page brief before a sales call

Walk into every call knowing the buyer's context, likely objections and the questions to ask.

BuilderResearchPlanning

Write a clear, inclusive job description

Turn a hiring manager's notes into a job description that is specific, fair and easy to read.

BuilderWritingCompliance

Draft calm replies to difficult tickets

Get a clear, polite first draft for an angry or confusing customer message in seconds.

BuilderCustomer-facingWriting

Understand an unfamiliar codebase faster

Get a plain explanation of a module, its data flow and the risky parts before you change it.

BuilderResearchDocuments

Explain monthly budget variances in plain words

Turn a budget-versus-actual sheet into clear commentary managers can read in two minutes.

BuilderDataWriting

Sharpen a vague client brief

Turn a loose client request into a clear creative brief with the right questions to ask back.

BuilderPlanningCommunication

Write product listings in two languages

Get clear product descriptions in English and Hindi for your catalogue, marketplace or WhatsApp Business.

BuilderWritingCustomer-facing

Draft a note or reply for a file

Turn case facts and rules into a clear, structured draft note or reply for an officer to review.

BuilderWritingDocuments

Write discharge advice in the patient's language

Turn a doctor's discharge summary into simple Hindi or regional-language instructions for the family.

BuilderWritingCommunication

Answer staff questions from hospital SOPs

An assistant that answers from your own SOPs and policies, and shows the section it used.

InnovatorDocumentsAgents

Draft a credit appraisal note

Turn financials and site-visit notes into a structured first draft of a credit note for review.

BuilderWritingData

Pre-check claim documents before assessment

A pipeline that checks each new claim for missing or mismatched documents and flags it for a person.

ArchitectAutomationCompliance

Draft WhatsApp replies from your order sheet

An assistant that reads your order sheet and drafts accurate order-status replies for customers.

InnovatorCustomer-facingAgents

Automate a weekly store sales review

A scheduled pipeline that pulls sales, spots what changed and sends each manager a short review.

ArchitectAutomationData

Find patterns in a machine downtime log

Paste a month of downtime entries and get the recurring causes, grouped and ranked for your review.

BuilderDataResearch

Chase overdue supplier POs automatically

A scheduled agent that finds overdue POs, drafts supplier follow-ups and escalates the risky ones.

ArchitectAutomationAgents

Give rubric-based feedback on student work

Draft specific, kind feedback on student answers against your own marking rubric.

BuilderWritingCommunication

Build a question bank from your chapters

An assistant that writes and tags questions from your own chapters and notes, with source pages.

InnovatorDocumentsPlanning

Keep a compliance calendar up to date

An assistant that reads your filings sheet, updates due dates and drafts reminders to owners.

InnovatorComplianceAutomation

First-pass contract review against a playbook

A reviewed pipeline that checks incoming contracts against your playbook and proposes redlines.

ArchitectAgentsCompliance

Run FPO procurement from a shared sheet

An assistant that logs farmer deliveries in your sheet and answers members' payment questions.

InnovatorDataAgents

Answer farmers' crop questions on WhatsApp

A guarded helpline that answers crop questions from vetted advisories and hands tricky ones to experts.

ArchitectCustomer-facingAgents

Triage a full inbox in one pass

Sort a batch of emails into reply now, delegate, read later and ignore, with draft replies.

BuilderCommunicationPlanning

Write a one-page research brief

Turn articles and reports you collected into a sourced one-page brief with open questions.

BuilderResearchWriting

Turn rough notes into a slide outline

Go from scattered notes to a slide-by-slide outline with headlines, points and speaker notes.

BuilderWritingPlanning

Draft a campaign brief from rough notes

Turn scattered meeting notes into a clear one-page brief your team and agency can act on.

BuilderPlanningWriting

Automate a weekly marketing performance report

A scheduled set of agents pulls channel data, explains the changes and drafts a report for review.

ArchitectAutomationData

Send follow-ups that update your CRM

An assistant drafts the follow-up after each call and logs next steps in your CRM for you.

InnovatorAutomationCommunication

Answer RFP questions from past proposals

Draft answers to tender and RFP questions using your approved proposals and product documents.

InnovatorDocumentsWriting

Build an HR policy helpdesk assistant

Employees get answers on leave, reimbursements and policies from your own handbook, with sources.

InnovatorDocumentsAgents

Run a structured, fair screening pipeline

Agents check applications against agreed criteria and prepare shortlists for a recruiter to decide.

ArchitectAgentsCompliance

Answer tickets from your knowledge base

An assistant finds the right help article and drafts an answer inside your ticketing tool.

InnovatorDocumentsAutomation

Triage and route tickets across languages

Agents read incoming tickets in any language, tag urgency and route them to the right queue.

ArchitectAgentsCustomer-facing

Review pull requests with repo context

An assistant reads the diff, related files and your team's guidelines, then leaves review notes.

InnovatorAutomationDocuments

Generate and verify tests with agents

One agent writes tests for changed code, another runs them and a third checks they are meaningful.

ArchitectAgentsAutomation

Summarise a GST notice or circular

Get a plain-language summary of what a notice or circular asks, by when, and what to prepare.

BuilderComplianceDocuments

Match vendor invoices to purchase orders

An assistant reads invoices, matches them to POs and receipts, and flags mismatches for review.

InnovatorAutomationData

Explore several concept directions quickly

Generate distinct concept routes with names, rationale and visual cues to discuss with your team.

BuilderResearchWriting

Check work against your brand guidelines

An assistant reviews copy and design notes against your brand book and cites the rules it applies.

InnovatorDocumentsCompliance

Answer customer questions on WhatsApp

An assistant answers stock, price and delivery questions from your catalogue and hands off to you.

InnovatorCustomer-facingAgents

Chase pending payments politely

An assistant reads your ledger, drafts polite reminders with UPI links and logs replies.

InnovatorAutomationCommunication

Answer citizen questions on schemes

An assistant answers eligibility and document questions from official scheme guidelines, with sources.

InnovatorCustomer-facingDocuments

Sort and route public grievances

Agents classify incoming grievances, spot urgent ones and route them to the right office for action.

ArchitectAgentsAutomation