GPU & Cloud Cost Efficiency
We analyse compute utilisation to reclassify massive cloud bills into capitalised R&D assets, instantly improving your balance sheet health for investors.
Infrastructure Optimisation
Calculated Intelligence.
High-compute AI ventures shouldn't burn through capital before finding product-market fit. We bridge the gap between heavy GPU infrastructure costs and sustainable financial growth.
"They treated our H100 procurement as a strategic asset rather than just an expense."
Founder, NeuralFlow
Mastering the Silk of AI Accounting
Scaling intelligence requires more than just code; it requires a sophisticated financial architecture that understands cloud latency, R&D credits, and infrastructure depreciation.
Specialised Grants
Precision accounting for SBIR, NSF, and private AI research grants that demand rigorous audit trails.
Infrastructure Scaling
Automated depreciation models for owned hardware clusters vs. on-demand cloud instances.
Neural Compliance
Ensuring your R&D tax credit claims for model training and synthetic data generation meet the latest IRS 'Four-Part Test' requirements.
Infrastructure in Layman's Terms
In AI, your "factory" isn't a building; it's a massive cluster of GPUs. Every time you train a model, you're consuming significant energy and hardware wear. We treat these "training runs" as discrete R&D projects, allowing you to maximise tax incentives that standard accountants overlook.
R&D Beyond Code
Developing *Calculated Intelligence* means documenting the failure of algorithms just as much as their success. Our advisory services help your engineering team implement "Financial Logging"—a seamless way to track project hours and compute time directly for audit-ready compliance.
