Industry
Software, AI & Cloud Infrastructure
Growth metrics, compute economics and tax architecture that survive investor scrutiny.
Thyor supports SaaS, AI, cloud and data-infrastructure businesses with FP&A, unit economics, pricing, runway, capital strategy, state nexus and international structure.
Sector economics
What matters financially in this industry.
Software and AI businesses can scale revenue without scaling cash in the same way. Compute commitments, implementation labour, channel economics and usage patterns increasingly determine whether reported recurring revenue translates into durable gross margin and free cash flow.
The finance system must therefore reconcile investor metrics with the underlying economics: cohort retention, pricing, infrastructure cost, sales efficiency, runway and the capital required to support the next stage of growth.
Distributed teams and customers add state and international tax exposure early, which is why FP&A, tax and capital architecture often have to be designed together.
Current pressures
Where economics, capital and operating reality are moving.
- 01
Capital prices efficient growth
This pressure changes the operating assumptions behind the plan and needs to be visible in the financial model.
- 02
Compute and infrastructure costs reshape gross margin
The issue can remain manageable until growth, financing or a transaction raises the standard of evidence required.
- 03
Metrics definitions are often inconsistent
The financial consequence depends on timing, concentration and management's ability to change the underlying operating driver.
- 04
Distributed teams create tax and entity exposure
The relevant exposure should be measured before it becomes a board, lender or investor surprise.
Decisions
The questions management and capital providers have to resolve.
- 01
Metrics and FP&A
Build reliable ARR, retention, cohort, cash and scenario reporting.
- 02
Pricing and packaging
Connect usage, compute and service costs to commercial design.
- 03
Capital and valuation
Prepare models, materials and negotiation analysis.
- 04
Tax and international structure
Manage nexus, foreign operations and cross-border ownership.
Representative situations
How the advisory work tends to show up.
AI infrastructure runway model
Compute commitments and customer ramp were converted into financing scenarios.
SaaS nexus review
Multi-state filing exposure was mapped and sequenced into a remediation plan.
Next step
A software & ai situation to discuss?
Describe the economics, constraints and decision in front of the business. The firm will be direct about where it can add value.