Accelerate board prep. Enable effective data driven decision making. Build readiness for capital events and strategic partnerships.
Book a conversationYour business model has financial characteristics most CFOs haven't seen before. We have.
Define ARR and Contracted ARR robustly, including principal vs agent determination for channel partnerships. Classify RPO and deferred revenue across platform tiers, credits and outcome-based pricing.
Provide clarity on training and inference cost structures, model blended compute COGS scenarios, and project Gross Margin implications. Enable partnership negotiations on GPU/CPU procurement and hyperscaler service agreements.
Support leadership and GTM teams iterating on outcome-based pricing, subscription tiers, and agentic unit economics. Modeling scenarios for capital allocation on compute, token usage, and credit discounts to build defensible pricing and a clear path to profitability.
Implement robust budgeting frameworks and cash flow forecasting to optimize operating leverage and manage burn rate.
Work with founding teams to define funding milestones, understand working capital dynamics, reduce DSO, implement debt facilities, and establish effective treasury management.
Bridge gaps in FP&A capability, add targeted expertise in financing and corporate development, introduce enterprise-grade practices.
What you actually pay is for you to engineer — routing, substitution, caching.
Teams that engineer it pull steadily ahead on unit economics.
GPU costs move with capacity cycles.
Platform and product expansion — sandboxes, storage, higher-order services — carry the structural margin.
Here are a few typical themes — and what you can expect from us.
Monthly close takes 10 days or more, and leadership doesn't fully trust the numbers it's deciding on.
Accruals and reconciliations owned end-to-end — and numbers that flow straight into board-ready reporting.
Outcome-based pricing, platform tiers, credits and breakage make ASC 606 genuinely hard for standard playbooks.
ARR, RPO and deferred revenue classified defensibly, with principal-vs-agent treatment that holds up under audit scrutiny.
No one owns the unit-economics, pricing, and capital-allocation modeling that growth decisions actually turn on.
Compute, pricing, and burn modeled — so capital allocation and GTM calls are made on numbers you can defend to a board.
Treasury, debt covenants, equity comp (ASC 718 / 409A) and audit trails sit unowned, surfacing only under deadline pressure.
Run on clearly documented workflows with clear ownership — handled on a systematic cadence, not as a fire drill.
Identify priority needs, to accelerate reporting & decision making
Customize our frameworks for your business, align FP&A and budgeting
Uplevel key workflows for monthly close, revenue recognition, and reporting
Generate enterprise-grade board-ready materials on systematic cadence
For any engagement we deliver strategic insight, scalable processes, and tailored models with clear documentation.
Strategic input on capital structure, Balance Sheet building, and decision support for capital allocation on a fractional or dedicated basis.
Sector specific three statement models, revenue and COGS scenario analysis, FP&A playbooks
Eliminate manual steps in board prep, delivering high-clarity, data-driven board materials and scenario analysis
Support to define and build agentic finance workflows and analytics, collaborating with engineering teams
Process oversight and coordination, alignment to 75-task checklist, documented workflows and RACIs
ASC 606 for AI-specific billing models, SOPs, and support for audit process management
Real-time insights and metrics to inform capital allocation and critical scale-up decisions
Who need a Finance specialist that understands your business model and unit economics, who can execute and build the Finance systems you need to hit hyperscale growth
Who have a Controller or strong Finance lead but need bench strength to accelerate and augment FP&A, position for institutional capital, or prepare for strategic transactions.
Who have complex B2B infrastructure, payments or lending business models, and need support in GTM, scaling lending or funding operations, or building the balance sheet.