Ethic
Payroll reporting
A payroll burn rate view took hours to build, an hour to refresh, and broke with every reorg. One prompt now returns it instantly, live.
- Payroll burn rate reporting cut from hours to 0
Finance spent six hours stitching four data sources into fully burdened cost models. Now, they use AI to generate them in minutes.
One of Silicon Valley's most storied venture capital firms relies on precise financial data to manage annual compensation reviews for its workforce.
Building fully burdened cost models required manually stitching together data from four separate sources, including benefits invoices and offer...
“What a lot of people forget is they just look at salaries and say, this is what it’s costing our business. But when you add in the employer taxes, the benefits, 401k matches — I think people are surprised how much an employee really costs an employer.”
Venture capital firm investing in early-stage and growth-stage technology companies.
HR, payroll, and IT management platform for global workforce operations.
Kleiner Perkins's Cost modeling is part of this use case:
Related implementations across industries and use cases
A payroll burn rate view took hours to build, an hour to refresh, and broke with every reorg. One prompt now returns it instantly, live.
Eight siloed tools consumed hours of prep before every founder meeting. Now context surfaces in minutes — investors walk in already deep.
Scattered across four finance modules, approval logs took five hours to cross-reference. One prompt now flags every exception in minutes.
A payroll burn rate view took hours to build, an hour to refresh, and broke with every reorg. One prompt now returns it instantly, live.
Every hiring target was a guess. A chain of AI prompts built the first real capacity model in an hour — surfacing a 63% offer-to-start rate.
Escalations from 2.5M daily transactions bottlenecked teams. Multi-agent AI now dynamically routes and resolves complex payment issues.
Minor compliance updates once forced full video reshoots. Now, course creators generate and edit AI avatar videos directly from text.
Bond selection took days of manual review. Custom AI agents now surface risks, empowering analysts to execute trades in hours.
Routine administrative tasks once tied up human experts for entire days. AI now completes these workflows in just minutes.
Finance spent six hours stitching four data sources into fully burdened cost models. Now, they use AI to generate them in minutes.
One of Silicon Valley's most storied venture capital firms relies on precise financial data to manage annual compensation reviews for its workforce.
Building fully burdened cost models required manually stitching together data from four separate sources, including benefits invoices and offer...
“What a lot of people forget is they just look at salaries and say, this is what it’s costing our business. But when you add in the employer taxes, the benefits, 401k matches — I think people are surprised how much an employee really costs an employer.”
Venture capital firm investing in early-stage and growth-stage technology companies.
HR, payroll, and IT management platform for global workforce operations.
Kleiner Perkins's Cost modeling is part of this use case:
Related implementations across industries and use cases
A payroll burn rate view took hours to build, an hour to refresh, and broke with every reorg. One prompt now returns it instantly, live.
Eight siloed tools consumed hours of prep before every founder meeting. Now context surfaces in minutes — investors walk in already deep.
Scattered across four finance modules, approval logs took five hours to cross-reference. One prompt now flags every exception in minutes.
A payroll burn rate view took hours to build, an hour to refresh, and broke with every reorg. One prompt now returns it instantly, live.
Every hiring target was a guess. A chain of AI prompts built the first real capacity model in an hour — surfacing a 63% offer-to-start rate.
Escalations from 2.5M daily transactions bottlenecked teams. Multi-agent AI now dynamically routes and resolves complex payment issues.
Minor compliance updates once forced full video reshoots. Now, course creators generate and edit AI avatar videos directly from text.
Bond selection took days of manual review. Custom AI agents now surface risks, empowering analysts to execute trades in hours.
Routine administrative tasks once tied up human experts for entire days. AI now completes these workflows in just minutes.