AI-powered workflows
Use Claude, Gemini, and other LLMs from Apps Script to classify, summarise, extract, and generate content.
GenAI custom functions
Call LLMs directly from Sheets cells.
2 articles
Build a GENAI_ARRAY() function for whole columns
Process ranges in one efficient batched call — one prompt, many rows answered in parallel.
Updated Jun 28, 2025
Build a GENAI() custom function for Sheets
Call Claude directly from a Northwind Sheet cell with =GENAI(prompt) — with caching baked in.
Updated Jun 24, 2025
Classification
Categorise feedback, emails, and rows.
20 articles
Build an AI keyword-clustering tool
Group Northwind's tracked search terms into topic clusters — for SEO content planning.
Updated Feb 19, 2026
Build an AI customer-churn predictor
Flag at-risk Northwind accounts from behavioural signals — usage, support tickets, billing.
Updated Feb 15, 2026
Build a context-aware AI data validator
Catch values that look wrong in context — '£10' for a Northwind retainer is suspicious.
Updated Feb 7, 2026
Auto-categorize a photo library
Tag Northwind Drive images by visual content — product, team, event, behind-the-scenes.
Updated Feb 3, 2026
Build an AI bug-triage system
Categorise and prioritise Northwind's reported issues automatically — type, severity, owner.
Updated Jan 22, 2026
Build a document-classification system
Sort Northwind Drive files into types by their content — contracts, briefs, invoices.
Updated Jan 6, 2026
Build a translation QA checker with AI
Verify Northwind translations preserved their meaning — back-translate and compare.
Updated Dec 29, 2025
Build an AI sentiment trend dashboard
Track Northwind customer feeling over time from incoming feedback — daily series chart.
Updated Dec 1, 2025
Build a contract-clause risk analyzer
Flag risky terms in Northwind contract text — auto-renewal, exclusivity, broad IP grants.
Updated Nov 7, 2025
Build an AI proofreading and style checker
Flag grammar and tone issues in a column of Northwind copy — every row gets feedback.
Updated Oct 30, 2025
Predict email intent and route it
Classify inbound Northwind mail and apply the right Gmail label automatically.
Updated Oct 22, 2025
Build an AI survey-response analyzer
Cluster Northwind open survey responses into insights with example quotes.
Updated Sep 20, 2025
Auto-tag a content library to a taxonomy
Apply consistent tags to Northwind's untagged articles from a controlled vocabulary.
Updated Sep 8, 2025
Build a content-moderation filter
Flag unsafe or off-topic Northwind user submissions before they reach the team.
Updated Aug 23, 2025
Quantify tone and sentiment in reviews
Measure how Northwind customers feel at scale — sentiment scores plus tone tags.
Updated Aug 19, 2025
Build an AI resume screener
Score and summarise Northwind applicants against a role spec, into a hiring sheet.
Updated Aug 15, 2025
Categorize expenses and transactions with AI
Auto-assign accounting categories to Northwind's Expenses sheet.
Updated Aug 3, 2025
Build an AI lead-scoring model
Rank Northwind prospects by fit using profile data — Claude scores 0-100 per row.
Updated Jul 30, 2025
Score support tickets for urgency with AI
Triage incoming Northwind support tickets by predicted priority — high, normal, low.
Updated Jul 6, 2025
Classify customer feedback by theme
Tag thousands of Northwind comments into themes automatically with Claude.
Updated Jul 2, 2025
Summarisation
Compress long threads or documents.
7 articles
Summarize chat and Slack exports
Digest Northwind's long Slack conversations into recaps — for catch-up after PTO.
Updated Dec 5, 2025
Digest daily news into a personal briefing
Summarise headlines on a schedule — Northwind morning briefing for Awadesh.
Updated Nov 19, 2025
Summarize pros and cons from reviews
Extract what Northwind customers love and hate about each product into a single roll-up.
Updated Nov 3, 2025
Summarize YouTube videos into notes
Turn transcripts into Northwind study summaries — one Doc per video.
Updated Oct 6, 2025
Build a competitor-mention monitor
Summarise what Northwind's rivals are doing each week — feeds in, summary out.
Updated Sep 12, 2025
Summarize a folder of PDFs into a briefing
Digest Northwind's research PDFs into one structured briefing Doc.
Updated Aug 27, 2025
Summarize long email threads into three bullets
Collapse Northwind threads to three bullets — for fast handovers and weekly digests.
Updated Jul 10, 2025
Extraction
Pull structured fields out of unstructured text.
8 articles
Parse semi-structured listings into tables
Extract recipes, specs, or ads from Northwind content into clean spreadsheet rows.
Updated Mar 7, 2026
Extract follow-ups from call transcripts
Turn Northwind sales calls into actionable tasks — owner + task + due date per extracted item.
Updated Jan 10, 2026
Build an AI data-enrichment pipeline
Fill missing company and contact fields on Northwind's prospect list — Claude infers from the row.
Updated Nov 23, 2025
Build an AI invoice and receipt parser
Read Northwind documents into structured ledger rows — vendor, amount, line items.
Updated Oct 2, 2025
Extract entities and relationships from text
Build a structured graph from Northwind prose — people, companies, and how they connect.
Updated Sep 24, 2025
Build an AI data-cleaning assistant
Standardise messy Northwind names, addresses, and categories into clean canonical values.
Updated Sep 4, 2025
Turn meeting notes into assigned action items
Extract tasks and owners from Northwind meeting transcripts into the Tasks sheet.
Updated Aug 7, 2025
Extract structured data from messy text
Pull names, dates, amounts into clean Northwind columns from free-text rows.
Updated Jul 14, 2025
Generation
Draft replies, content, and ideas at scale.
28 articles
Generate and test email subject lines
A/B test AI-written Northwind subject lines for open rate — outputs ranked by past performance.
Updated Mar 3, 2026
Build retrieval-augmented Q&A over your data
Answer Northwind questions grounded in your own Sheet data — pass relevant rows as context.
Updated Feb 27, 2026
Build an AI weekly-report narrator
Turn Northwind metrics into a written executive summary — numbers in, prose out.
Updated Feb 23, 2026
Build a multi-step AI agent workflow
Chain Claude prompts to complete a Northwind task end to end — research → draft → critique → finalise.
Updated Feb 11, 2026
Adapt marketing copy per region
Localise Northwind tone and references by market with AI — same message, regional flavour.
Updated Jan 30, 2026
Auto-write CRM notes from call summaries
Generate Northwind account updates after each client call — pulled from the transcript.
Updated Jan 26, 2026
Generate image-prompt variations for design
Brainstorm visual concepts in bulk — Northwind design team feeds these into Midjourney or DALL-E.
Updated Jan 18, 2026
Write release notes from commit messages
Summarise Northwind's commits into user-facing release notes — group by type, write for humans.
Updated Jan 14, 2026
Recommend personalized learning paths
Suggest next steps per Northwind learner with AI — pick from a catalogue based on their progress.
Updated Jan 2, 2026
Compare answers across multiple AI models
A/B test Claude Haiku vs Sonnet on Northwind prompts — see which suits each job.
Updated Dec 25, 2025
Build an AI fallback and retry system
Handle errors and switch models gracefully — Northwind's AI calls never hard-fail.
Updated Dec 21, 2025
Batch and rate-limit AI calls safely
Stay within quotas on large Northwind jobs — fan-out with a token-bucket throttle.
Updated Dec 17, 2025
Cut AI costs with response caching
Skip repeat Claude calls by caching results in a sheet — same prompt, never billed twice.
Updated Dec 13, 2025
Build a prompt-template library in Sheets
Manage and reuse Northwind prompts systematically — one source of truth, every AI script reads from it.
Updated Dec 9, 2025
Generate a quiz bank from source material
Turn a Northwind training Doc into exam questions automatically — multiple choice with answers.
Updated Nov 27, 2025
Build an AI brand and name generator
Brainstorm Northwind project names with built-in scoring — domain available, on-brand, memorable.
Updated Nov 15, 2025
Expand role bullets into full job descriptions
Generate Northwind job postings from a Sheet of role bullets — outputs polished copy per role.
Updated Nov 11, 2025
Generate a full content brief from a keyword
Draft an outline, angle, and target audience for a Northwind article from a single keyword.
Updated Oct 26, 2025
Draft meeting agendas from past notes
Generate Northwind meeting agendas from history and stated goals — no blank-page syndrome.
Updated Oct 18, 2025
Auto-generate alt text for images
Describe a folder of Northwind images for accessibility — one prompt per image.
Updated Oct 14, 2025
Reply to customers in their own language
Build a multilingual Northwind response generator — same support voice, native phrasing.
Updated Oct 10, 2025
Generate realistic test data for your scripts
Create plausible sample records on demand — for testing Northwind's automations end-to-end.
Updated Sep 28, 2025
Write a custom opening line per prospect
Personalise Northwind's cold outreach at scale — one bespoke first sentence per row.
Updated Sep 16, 2025
Draft FAQ answers from a knowledge base
Generate consistent Northwind support responses grounded in your KB Docs.
Updated Aug 31, 2025