AI workflow database
What do you need to get done?
Every task, the tools that actually win it, and a step-by-step guide for your role — with the costs and the traps.
Step-by-step guide for your role
Pick the closest role. Each guide is six steps, in order, with the stack and the monthly cost.
Marketer
Run a campaign end to end with two people
Founder
Go from idea to a paying product without hiring
Developer
Ship more without lowering the review bar
Creator
Publish weekly without a production team
Student
Learn faster and stay inside the rules
Support lead
Cut repeat tickets without annoying customers
Analyst
Answer the business faster than the request queue grows
Operations manager
Roll out AI across a team without creating risk
Best tools per task
Ranked picks with the reason each one wins, the steps to follow and the thing that usually goes wrong.
28 tasks
Draft a blog post that ranks
Turn a keyword or idea into a publish-ready article with structure and sources.
- ChatGPTBest all-round drafting with your outline, voice notes and examples in the prompt.
- 2Surfer SEOScores the draft against the pages already ranking and lists what is missing.
- 3ClaudeHolds long research documents in context, so the draft stays factual.
Edit and tighten someone else's copy
Fix grammar, cut the length and match a house tone without losing meaning.
- GrammarlyCatches grammar and tone across every app you already type in.
- 2WordtuneRewrites single sentences with options rather than one flat suggestion.
- 3QuillBotCheapest way to shorten and paraphrase long paragraphs.
Write long-form fiction or a book chapter
Keep characters, plot and voice consistent across tens of thousands of words.
- SudowriteBuilt for novelists: story bible, character memory and scene expansion.
- 2ClaudeLargest useful context for feeding back earlier chapters.
Produce a full campaign's copy
One brief becomes ads, emails, landing page and social posts in one voice.
- JasperBrand voice plus campaign templates keep 20 assets on message.
- 2Copy.aiChains steps so one brief fills every channel automatically.
- 3WritesonicCheapest option when volume matters more than nuance.
Answer a question with citations
Get a current, sourced answer instead of a confident guess.
- PerplexityLive web search with inline citations you can open and verify.
- 2You.comRuns several models against the same question for cross-checks.
- 3GrokStrongest on very recent posts and public conversation.
Review academic literature
Find the relevant papers, extract findings into a table and cite properly.
- ElicitExtracts methods, sample sizes and outcomes into a comparable table.
- 2ConsensusShows where the body of evidence actually agrees.
- 3SciSpaceExplains dense passages and handles systematic-review workflows.
Study a subject and test yourself
Turn lectures, PDFs and notes into explanations, summaries and practice questions.
- NotebookLMGrounded entirely in your own uploads, with an audio overview.
- 2KhanmigoTutors step by step instead of handing over the answer.
- 3ChatGPTEndless practice questions and marking at any difficulty.
Find an answer buried in company files
Search across docs, tickets, chat and the wiki at once.
- GleanIndexes your existing tools and respects their permissions.
- 2Notion AIGood enough when the knowledge already lives in Notion.
Ship a feature in an existing codebase
Write, test and review code in a repo that already has conventions.
- CursorWhole-repo context and multi-file edits, the fastest real workflow.
- 2GitHub CopilotCheapest sanctioned option and lives inside existing IDEs.
- 3ClaudeBest at explaining unfamiliar code before you change it.
Prototype a working app from an idea
Go from description to a deployed app with a database and sign-in.
- LovableFull-stack app with database and auth from a plain description.
- 2v0Best for polished UI screens you drop into an existing React app.
- 3BoltFast in-browser builds when you want to iterate on structure.
Build an agent that does multi-step work
Let a model call tools, loop and finish a task without a human in each step.
- n8nNative agent nodes, self-hosting and full visibility of each run.
- 2MakeVisual branching that non-developers can still follow.
- 3ClaudeReliable tool calling and instruction-following inside the loop.
Build an internal tool without engineers
A form, database and dashboard the team can actually use.
- BubbleMature database-driven apps with a large plugin market.
- 2FlutterFlowWhen the tool needs to be a real mobile app.
- 3ReplitCheapest path when someone on the team can read code.
Create on-brand images
Marketing visuals, illustrations and product shots in a consistent style.
- MidjourneyStill the strongest aesthetic quality for hero visuals.
- 2IdeogramThe one that gets text inside the image right.
- 3Adobe FireflyCommercially safer training data and Adobe integration.
Produce a short video
Script, visuals, voice and edit for a social or explainer video.
- RunwayBest control over generated shots and in-editor cleanup.
- 2VeoStrongest realism with synced sound.
- 3DescriptEditing video by editing the transcript — fastest for talking-head cuts.
Turn a document into a training video
Presenter-led videos in many languages without a studio.
- SynthesiaPurpose-built for corporate training with template libraries.
- 2HeyGenMost realistic avatars and the fastest translation workflow.
Build a presentation
A structured, designed deck from notes or a document.
- GammaFastest from prompt to a deck that already looks designed.
- 2TomeBetter for narrative, pitch-style storytelling.
- 3Canva Magic StudioBest when brand templates already live in Canva.
Generate voiceover or music
Narration, dubbing and soundtrack without a booth.
- ElevenLabsBest naturalness, cloning and multi-language dubbing.
- 2Murf AICheaper for straightforward corporate narration.
- 3SunoOriginal background music you can licence for your video.
Capture meeting notes and actions
Transcripts, summaries and owned follow-ups without a note-taker.
- Otter.aiCheap, reliable transcription with searchable history.
- 2FathomFree tier with the cleanest action-item extraction.
- 3GongWhen the meetings are sales calls and coaching matters.
Document a clinical consultation
Ambient notes so clinicians face the patient, not the keyboard.
- AbridgeBuilt for clinical encounters with structured note output.
- 2Dragon CopilotDeep integration with hospital record systems.
Connect two apps so data flows
Stop copying between systems by hand.
- ZapierThe widest app coverage, so it usually just works.
- 2MakeBetter value at volume and clearer branching logic.
- 3n8nSelf-hostable when the data cannot leave your infrastructure.
Plan the week and protect focus time
Tasks, deadlines and calendar in one plan that survives interruptions.
- MotionAutomatically reschedules tasks around your real calendar.
- 2ClickUp AIBest when the team already tracks work in one place.
- 3Notion AIWorks if your notes and tasks already live in Notion.
Set the rules for AI use at work
A short policy people follow, plus an approved-tool list.
- ChatGPTDrafts the policy against your own risk register and sector rules.
- 2ClaudeBetter at reviewing long contracts and vendor terms.
Find and reach the right prospects
Build a list, enrich it and personalise outreach at a sane volume.
- Apollo.ioContact data and sequencing in the same place.
- 2HubSpot BreezeBest when the CRM is already HubSpot.
- 3GongTells you which messages actually convert on calls.
Answer common support questions automatically
Deflect repeat questions and hand the rest to a human with context.
- Intercom FinHighest resolution rate on real help-centre content.
- 2Zendesk AIBest fit when support already runs on Zendesk.
Plan content that wins search
Pick topics with demand you can realistically rank for.
- Surfer SEOKeyword clusters plus the brief each page needs to beat.
- 2PerplexityFast read on who currently owns each topic and why.
Analyse a spreadsheet without writing code
Upload data, ask questions, get charts and the working shown.
- Julius AIChat-driven analysis that shows the code it ran.
- 2ChatGPTGood enough for one-off files and quick charts.
- 3HexWhen the analysis must be repeatable and shared with a team.
Give the team self-serve dashboards
Let non-analysts ask questions of governed company data.
- ThoughtSpotNatural-language search over a governed data model.
- 2Tableau PulsePushes changes and explanations to people who never open a dashboard.
- 3DeepnoteBest for the analysts building the models behind it.
Ground answers in your own documents
A retrieval system that answers from your content, with references.
- NotebookLMZero-setup grounding for a fixed set of documents.
- 2GleanCompany-wide retrieval with permissions inherited from source tools.
- 3ClaudeLong context makes reference-backed answers easier to build.
Complete tool chains
Whole workflows you can copy, with the order to use each tool and what it costs a month.
Content Creator Studio
Script, narrate and edit a video in one afternoon
1. Script & hooksChatGPT
Turn a topic into a hook, outline and full script.
2. NarrationElevenLabs
Generate a natural voiceover in your cloned voice.
3. B-roll & visualsRunway
Generate cutaway shots and motion graphics.
4. Thumbnail & publishCanva Magic Studio
Design the thumbnail and packaging assets.
Business Startup Launchpad
From idea to a live product with payments
1. Validate & positionChatGPT
Pressure-test the idea, ICP and messaging.
2. Brand kitCanva Magic Studio
Logo, colours and social templates.
3. Build the productLovable
Ship the web app with auth and database.
4. Automate opsZapier
Route leads, receipts and onboarding emails.
NGO Donor Proposal
A researched, fundable proposal in two days
1. Evidence researchPerplexity
Gather cited statistics and donor priorities.
2. Draft the proposalClaude
Write the narrative, logframe and budget notes.
3. Review & tightenChatGPT
Critique against donor criteria and trim.
4. Pitch deckGamma
Turn the proposal into a donor presentation.
Developer Velocity Stack
Ship features faster with agents and reviews
1. BuildCursor
Multi-file edits with codebase context.
2. ReviewGitHub Copilot
Automated PR review and test generation.
3. Automaten8n
CI notifications and internal agent tasks.
4. DocumentClaude
Generate architecture docs and changelogs.
Student Study System
Understand more in half the study time
Marketing Content Engine
A month of campaign content in a week
1. Market researchPerplexity
Competitor and keyword landscape.
2. Campaign copyJasper
On-brand posts, emails and ads.
3. Ad creativeIdeogram
Typographic ad visuals and posters.
4. Schedule & reportMake
Publish everywhere and track performance.