AI insights

Ranked automation opportunities across 6 sessions

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AI summary

You could reclaim 16.5 hours per person, every week

Across the analyzed sessions, Espai.AI found four high-impact patterns. Building automations for the top two alone would remove 11 hours of repetitive work each week.

Opportunities
4
Weekly hours
16.5
Patterns
5
Confidence
High

Ranked opportunities

Ordered by estimated time saved per person each week

4 found

Duplicate data entry between Excel and the ERP

The same invoice values are re-keyed into two systems in 84% of finance sessions. A one-way sync removes the second entry entirely.

FinanceHigh confidenceAutomatable
6.2hper person / week

Manual CRM record updates after every call

Reps switch to the CRM and update fields by hand after calls. Fields can be pre-filled from the call log automatically.

Sales opsHigh confidence
4.8hper person / week

Email → spreadsheet copy loop

Weekly numbers are copied from email into a tracker. An inbound parser can populate the sheet on arrival.

Back officeOpportunity
3.4hper person / week

Waiting on report generation

Users idle an average of 4m per export while reports build. Scheduling exports overnight removes the wait.

Cross-teamQuick win
2.1hper person / week

Detected workflow patterns

recurring sequences
1
Invoice re-keying (Excel → ERP)
Detected in 5 of 6 sessions · 312 occurrences
2
CRM post-call update
Detected in 3 sessions · 188 occurrences
3
Email-to-tracker copy
Detected in 4 sessions · 146 occurrences
4
Report export & wait
Detected in 6 sessions · 121 occurrences
5
Multi-window reconciliation
Detected in 2 sessions · 88 occurrences

Workflow summary

AI-generated

This team spends most of its time moving the same data between Outlook, Excel and the ERP. The dominant pattern is manual re-keying: figures are read in one window and typed into another, with frequent copy-paste loops and short idle waits on report exports.

Recommended next steps:

  • Introduce a one-way sync from the spreadsheet to the ERP to remove duplicate entry.
  • Pre-fill CRM fields from call logs to cut post-call updates.
  • Schedule report exports off-hours to eliminate idle waiting.

Together these address 78% of the detected repetitive activity.