For CFOs & Finance
AI Spend Visibility at the P&L Level — Not Just Token Receipts
Tokra gives finance teams cost attribution by department, project, and individual — turning opaque AI invoices into actionable business intelligence.
The challenge
What keeps you up at night
No cost attribution
AI tool subscriptions have grown from $200K to $1.2M annually in 18 months. You see the invoices but cannot attribute these costs to business outcomes, departments, or projects.
Token counts are not ROI
A token count is a receipt, not an explanation. You cannot tell the board that User A consumed 2.4 million tokens and call that ROI justification.
Missed R&D tax credits
No documented evidence of which AI usage constitutes qualifying R&D activity — likely leaving $25K-$75K or more on the table every year.
How Tokra solves it
Your AI governance layer
Token cost attribution
Cost attribution by department, project, and individual. Personal vs. business classification quantifies non-business usage.
Cost recovery
Reimbursement Engine recovers personal usage costs. Automated financial reports integrate with existing FP&A tools.
R&D tax credit substantiation
Exportable usage reports formatted to support R&D tax credit claims under US Section 41 and UK R&D Relief — turning compliance into ROI.
“Our AI tool subscriptions have grown from $200K to $1.2M annually in 18 months. I see the invoices but I cannot attribute these costs to business outcomes, departments, or projects.”
— CFO pain point Tokra solves
See Tokra in action
Book a personalized demo to see how Tokra can help your team govern AI usage at the device level.