BoxAI Value & ROIIBMLive · derived from simulation token streamFrom Tokens to Outcomes
Translates raw AI token consumption into productivity outcomes, persona segmentation, budget attribution, per-user utilization, financial KPIs, and dynamic model selection — making cost data strategically meaningful for stakeholder storytelling.
Productivity Impact
Token consumption translated to business output by department
Drag to adjust the presenter-defined token-to-hour ratio
26,393,878 tokens consumed
26,394
10,143,063 tokens consumed
10,143
9,692,002 tokens consumed
9,692
9,289,618 tokens consumed
9,290
9,159,554 tokens consumed
9,160
8,438,022 tokens consumed
8,438
7,590,449 tokens consumed
7,590
6,981,081 tokens consumed
6,981
Token → Productivity Conversion
Tokens consumed (bars) vs hours saved (line) at 1,000 tokens/hour
- Tokens
- Hours Saved
Spotlight: Engineering & Finance
Outcome Yield by Department
Direct link from token consumption to a primary productivity outcome per department
Total Outcomes
2,177,448
Tokens Consumed
87,687,667
Yield / 1K Tokens
24.83
Engineering
Lines of Code Generated
1,055,755 lines
HR
Queries Resolved
457,978 queries
Operations
Tickets Automated
209,432 tickets
Marketing
Content Drafts Generated
202,861 drafts
Legal
Documents Reviewed
92,896 docs
Finance
Reports Automated
77,536 reports
Product
Specs Drafted
50,628 specs
Sales
Proposals Drafted
30,362 proposals
Illustrative · Productivity conversions and persona tiers are derived from simulated token consumption for demonstration purposes only — not measured business outcomes.