Product · AI Cost & ROI
One number for AI spend across every tool, from day one. Then the part the CFO actually asks: what it bought, and what to do next.
Cost and return
For go-to-market teams the worry is more than the invoice: it's wasted effort and no return on the push to adopt AI.
Live spend, attributed to the person, team, topic, or skill that drove it: the lens you wish Claude had.
See what drove the change, segmented down to the conversation, the tool, and the person, with the clear next action.
Review any person, team, tool, or skill on auditable conversation trends. Then budget from what people actually need.
Outcomes, measured
"Seats bought and usage up" isn't an ROI story. SightLift joins actual AI usage & spend to business systems like your CRM, so you can evaluate every token by the outcome it produced.
For Marketing
Combine AI-touched campaigns with your funnel conversion data, against the segments AI never touched.
For Sales
Mix central-skill usage with deal velocity and quota data: who actually uses the skills, and whether they win. Board-ready.
For Post-Sales
Line up customer cohorts against the AI skills, tools, and usage that touched them, and watch where NRR goes.
Anyone can total the bill. Real usage data, not summaries or anecdotes, joined to your systems of record, analyzed by our experts.
Interactive demo
Model downgrades, idle seats, orphaned agents, runaway skills: SightLift flags them all and shows the fix. Here’s one drill, end to end.
This demo runs on sample data. Click around the way you would in the product.
The Cost Drill
Monthly spend
Axis starts at $5K
By team · Aug
SightLift recommendation
Cut the cost per deck, keep the 9-day lift
71% of each run is agent overhead: data retrieval and tool calls on the most expensive model. Two changes fix that:
No change to manage for deck output, prospects, or sellers.
Return check
9 days faster · demo → close CRM connectedDemo → close · days · this month
62 demos this month: 38 with a deck, 24 without · significant at p < 0.01.
Deals with a deck close 9 days faster and convert 41% vs 28% from demo to proposal. Now that the skill works, let’s economize it.
Every run is a real conversation: the deals, the reps, and the dollars.
DashboardSales · +$3.1K unprojectedPost-demo deck skill
SightLift runs cost analysis on real usage data, so you can audit spend down to the individual conversation, and the return it produced.
Conversations 214 Showing 25 costliest Avg, all runs ~$12.40 Skill total ~$2.7K/mo
Runs & spend by rep · top 5
| Conversation | Rep | Tool calls | Tokens | Cost |
|---|---|---|---|---|
| Northwind renewal · follow-up deck | J. Alvarez | 96 | 1.9M | ~$19.40 |
| Acme Industrial · follow-up deck | M. Chen | 88 | 1.8M | ~$18.10 |
| Bright & Co expansion · follow-up deck | J. Alvarez | 81 | 1.7M | ~$17.20 |
| Meridian Health · follow-up deck | R. Ortiz | 74 | 1.6M | ~$16.50 |
| Stonepath Logistics · follow-up deck | M. Chen | 69 | 1.5M | ~$15.30 |
| …and 189 more · Full CSV export available | ||||
About $12 a deck, 214 decks a month: a ~$2.7K monthly run rate that doubled month over month and is still spreading.
A shareable brief: the numbers, the fix, and the follow-up, ready to send.
The skill works and it’s spreading. 11 reps, 214 runs this month, and deals with a deck close 9 days faster (from your connected CRM, p < 0.01). Cut the cost per run before it scales to every team.
SightLift re-checks cost per run and demo → close time in two weeks and updates this document if the evidence moves.
Your real data drills exactly like this, one click from the dashboard to the script.
Book a demo
We'll set up a live walkthrough on your own AI usage data.
Book a demoPrefer email? Reach us at [email protected]. Want the leadership-ready metric first? Start with the AI-Use Score, or explore the AI Usage Map.