Preparing Business Data Before Adding AI: Ownership, Duplicates, and Status Hygiene
Clean ownership, remove duplicates, and standardize statuses before adding AI so automation has reliable inputs and clear human review points.
Read articleLunax Blog
AI automation.
Made practical.
Practical ideas for AI automation, connected workflows, and software that makes everyday work easier.
AI & automation · Field notes for businessWhat Your Automation Should Do When an API Fails
When an API fails, preserve work, surface the error clearly, avoid duplicate side effects, and route people to a manual fallback.
Read articleHow to Check the Quality of AI Document Extraction
A practical way to review extraction quality: sample the right documents, inspect field errors, factor in scan quality, and plan reviewer effort.
Read articleCRM Follow-Up Reminders Without Spamming Clients
Use CRM reminders to keep follow-ups timely, assign clear owners, and review client-facing messages before they go out.
Read articleInternal AI Search That Respects Team Permissions
How internal AI search can surface trusted answers, show sources, respect access limits, and fail safely when no answer is available.
Read articleA Clearer Client Onboarding Document Checklist
Track requested, received, and reviewed onboarding documents in one CRM flow, with human review for missing or unclear information.
Read articleAI Email Triage for a Shared Service Inbox: Faster Routing, Clearer Ownership, Safer Exceptions
Use AI to classify incoming requests, assign owners, and keep uncertain emails in a review queue for human judgment.
Read articleAutomating Invoice Intake Without Losing Human Review
A hypothetical finance team can use AI to extract invoice fields, validate totals, and route exceptions while keeping payment approval with people.
Read articleAI Is More Than a Chatbot: Meet Your Next Workflow
Discover how AI agents can help analyze documents, organize information, and prepare next steps with clear permissions and human review.
Read articleWhat Should You Automate First in Your Business?
Find the repetitive handoffs, data entry, and document tasks worth automating, then choose a practical first workflow for your business.
Read articlePut ideas to work
What could your team stop doing manually?
Let’s find a useful starting point for your business.