Plenty of AI ideas.
Which problems deserve investment?
Support needs accurate answers. Growth waits for files and approvals. Finance assembles reports by hand. The backlog connects these different problems to company goals. Understand current costs, then compare potential value and disruption if the attempt fails.
JiraAI / Company opportunity backlogILLUSTRATIVE · DRAFTOpportunity backlog
| Summary / key | Goal | Status | Assignee | Current tool | Failure risk / next work |
|---|---|---|---|---|---|
| AI-101Campaign preparationGrowth | G2 | PILOT CANDIDATE | FSara · growth |  Photoshop | Low; human release2-day discovery |
| AI-102Source-grounded reply draftsSupport | G1 | KNOWLEDGE REVIEW | FSupport lead |  Zendesk | Medium; customer impact3-day discovery |
| AI-103Monthly report assemblyFinance | G3 | ACCESS REVIEW | FFinance lead |  Google Sheets | Medium; internal report2-day discovery |
| AI-104Customer feedback synthesisProduct | G1 | DISCOVERY | FProduct lead | Jira | Low; internal analysis— |
| AI-105Internal knowledge retrievalOperations | G2 | SHARED DEPENDENCY | FAI architect |  Notion | Data review neededSource-dependent |
| AI-106Autonomous financial repliesFinance | G3 | DEFERRED | FExecutive sponsor |  Gmail | High; financial authority— |
FIELD, its decisions and figures are educational examples. A company’s actual artifact requires its own data, owners and evidence.
Higher ROI, lower failure risk: which opportunity comes first?
Use two axes: potential ROI and failure risk. Scores are illustrative rankings, not measured returns. Select an opportunity to inspect its rationale, owner and starting condition.
JiraSelect an opportunity / ROI and failure riskILLUSTRATIVEFIELD, its figures, conversations and decisions are fictional worked examples.
Company opportunity backlog
Keep the portfolio. Next, assign company decision-makers and delivery ownership.
JiraAI / Company opportunity backlogILLUSTRATIVE · DRAFTOpportunity backlog
| Summary / key | Goal | Status | Assignee | Current tool | Failure risk / next work |
|---|---|---|---|---|---|
| AI-101Campaign preparationGrowth | G2 | PILOT CANDIDATE | FSara · growth | Photoshop | Low; human release2-day discovery |
| AI-102Source-grounded reply draftsSupport | G1 | KNOWLEDGE REVIEW | FSupport lead | Zendesk | Medium; customer impact3-day discovery |
| AI-103Monthly report assemblyFinance | G3 | ACCESS REVIEW | FFinance lead | Google Sheets | Medium; internal report2-day discovery |
| AI-104Customer feedback synthesisProduct | G1 | DISCOVERY | FProduct lead | Jira | Low; internal analysis— |
| AI-105Internal knowledge retrievalOperations | G2 | SHARED DEPENDENCY | FAI architect | Notion | Data review neededSource-dependent |
| AI-106Autonomous financial repliesFinance | G3 | DEFERRED | FExecutive sponsor | Gmail | High; financial authority— |
FIELD, its decisions and figures are educational examples. A company’s actual artifact requires its own data, owners and evidence.