Maintain a connected map of product knowledge
Connect code, documentation, support issues, and feature context so changes can be understood across the product.
A FIELD GUIDE TO AI AT WORK
Good ideas. Better workflows.
Practical recipes for the work your business does every day.
ESSENTIALS / THREE FOUNDATIONS
People. Projects. P&L.
Build the foundations with three practical skills.
Start with what your team does.
Choose your recurring activities to build a starting set.
Check delivery updates against task and code evidence
Compare reported work with the original task and implementation artifacts to surface missing or inconsistent evidence.
Recover overlooked business follow-ups from conversations
Review permitted work conversations to find commitments and leads that may need a response.
Personalize onboarding from relevant signup context
Use permitted professional context to explain the product through examples that are relevant to a new user.
Prepare CRM updates from team-chat instructions
Turn a text or voice request into a structured customer-record change with a clear review step.
Review the sales pipeline and prepare the day’s priorities
Inspect CRM records together with permitted correspondence, meeting notes and calendar evidence. Highlight deal changes, unresolved next steps and conflicting status for the owner to review.
Search an existing business network by relevant context
Find contacts in an authorized professional network who match a business-related request.
Prepare an outreach campaign from an approved strategy
Translate a targeting and messaging brief into a populated campaign draft across the required sales tools.
Prepare a newsletter from approved expert material
Collect relevant source material and produce a newsletter draft in the existing publishing workflow.
Surface unresolved client questions from project conversations
Monitor permitted client chats and calls for questions or difficulties that the account team should address.
Deliver a scoped social-content service with human review
Package repeatable profile-content and message-drafting workflows into a service that retains an accountable human operator.
Find accounts with relevant hiring and funding signals
Narrow a broad company list using current business signals that may make a service relevant.
Backtest creative-stopping rules before changing live spend
Compare historical threshold policies to understand the trade-off between wasted test spend and prematurely stopping eventual winners.
Extract business-document fields with traceable OCR evidence
Combine text recognition and language-model interpretation while preserving source regions for validation and human review.
Guide a new client through data integration
Run a maintained onboarding procedure that combines client questions, data validation, configuration, and human approval.
Prepare a diagnosis when a scheduled data refresh fails
After normal retries fail, inspect the affected integration and related projects to give responders useful evidence and next steps.
Find contradictions in shared workflow context
Inspect the instructions and definitions used by a team’s assistant for conflicting targets or outdated assumptions.
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