What should AI actually do in your business?
You do not need 14 AI subscriptions. Tell us where the work gets stuck and the engine will map the workflow, keep the parts that should stay human, and find the smallest practical tool stack that covers the job.
Which sentence sounds like your business?
“I spend hours in email.”
Map triage, drafting, follow-up and scheduling before adding another inbox tool.
“My website needs to create leads.”
Move qualified interest into one pipeline with a visible next action.
“We keep dropping leads.”
Put stages, ownership and reminders ahead of AI-written sales copy.
“My tiny team needs an AI assistant.”
Build one coordination layer instead of stacking disconnected agents.
Problem → workflow → nodes → tools.
A tool only enters the recommendation after the engine knows which capabilities the workflow actually requires.
Go directly to a workflow
AI workflows
Email, meetings, lead generation, follow-up and content workflows organized around jobs to be done.
By business type
Solo owners, consultants, agencies, realtors and financial advisors with context-specific guardrails.
Compare tools
Workflow-role comparisons instead of feature-count winner lists.
Budget stacks
Live engine scenarios under $50, under $100 and subscription consolidation.
AI tool cost calculator
Compare current software spend with the engine's smallest eligible stack.
Build my AI stack
Answer eight questions and run the full workflow scoring and set-cover engine.
Which AI tools do I actually need?
A workflow-first buying guide for cutting duplicate AI subscriptions.
AI tool cost research
Downloadable data modeling free-tier, lean-paid and fuller stacks by team size.
AI tool alternatives
Switch only when another product fits the workflow better or removes real cost and complexity.
AI pricing explained
Current plan economics, seat math and what each tier actually unlocks.
An affiliate program can change the link. It cannot change the recommendation.
Affiliate data lives in a separate collection. Workflow scoring and minimum-tool set cover never read commission rate, cookie length, payout or approval status.