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Data & Analytics Software
Fractional CFO for Data & Analytics Software
Connect subscriptions, consumption and delivery costs to cash, margins and hiring decisions. Work directly with Aleksandar at the CFO layer.
Trusted by 50+ SaaS businesses, marketplaces, and platforms:
Founder’s pains
Blended revenue reports hide the decisions you actually face
An analytics software customer may pay for a subscription, consumption overages, a data license and implementation. Each component can have different delivery costs, revenue timing and collection terms. A blended revenue line hides the mix your pricing and hiring decisions depend on.
The problem surfaces at predictable moments: a board meeting where growth is questioned, a fundraising round where investors probe ARR quality, a pricing change where margin mix matters, or a renewal season where hosting costs and commit levels collide. At each trigger, the missing layer is the same: revenue and cost separated into their real components, tied back to cash.
Can you bridge bookings, recognized revenue, and cash?
Usage-based fees are variable consideration under ASC 606 and do not automatically sit in deferred revenue, so the split between committed contract value, recognized revenue, and cash received changes how you read growth. Without one bridge, every report answers a different question.
Where does hosting cost sit customer by customer?
Customer-hosted deployments, cloud spend, and support load differ widely across accounts. Segment cost allocation reveals your margin mix and where pricing is out of line with delivery cost - it does not automatically change consolidated gross margin, but it shows where the trade-offs are.
How much of your ARR is recurring versus one-time?
Implementation and consulting fees close deals and fund delivery, but they do not behave like subscription revenue in recognition, margin, or valuation. If services and software stay blended, you cannot see what your recurring base is actually worth or what it costs to deliver each year.
Do you know which cohorts expand and which renew?
Net retention is a blended number until you segment it. Without expansion and renewal cohorts, ramp timing and renewal risk stay invisible, and hiring, hosting, and licensing commitments get priced off a single figure that mixes new logos with the installed base.
WHY FISCALLION
Why analytics software founders work with Fiscallion
01
Financial Planning and Analysis
A planning layer built around your revenue structure: subscription, consumption, licensing, and services modeled separately, with scenarios that show how usage ramp, commit mix, and renewal timing move cash and runway.
02
Fundraising & Investor Support
Investor materials that distinguish bookings, recognized revenue, deferred revenue, and cash - and frame the trade-offs behind your forecast. Aleksandar owns the model and the story end to end.
03
Actionable KPI Dashboards
Dashboards built on decision-grade metrics: committed versus consumption mix, net revenue retention by cohort, services margin, and renewal and expansion rates - each tied to a decision, not a trend line.
04
Growth Focus CFO Advisory
Senior CFO judgment on pricing, hiring, hosting commitments, and growth spend. Every client works directly with Aleksandar at the CFO layer - no account managers, no junior handoff - drawing on FP&A leadership experience gained through the growth of a SaaS company to €100M ARR.
FINANCIAL MODELING
The finance models built for analytics software revenue
Committed versus consumption revenue model
Splits contract value into committed minimums and actual consumption, then reconciles both to bookings, recognized revenue, deferred revenue, and cash. Recognition follows contract structure, so the model never assumes usage automatically creates deferred revenue.
Hosting and cost-of-revenue attribution model
Allocates cloud spend, licensed data and support effort to customers and workloads under a consistent cost policy. Compare margin by product and segment to test packaging, renewal terms and delivery changes, while reconciling the allocations to consolidated results.
Data licensing revenue model, where applicable
For vendors that monetize datasets or embedded data, models license revenue separately from subscription and consumption - recognition profile, renewal cycle, and margin contribution. Where licensing does not apply, the scope is explicit and the model stays out of your reporting.
Implementation versus recurring fee split model
Separates one-time implementation and consulting fees from recurring subscription and support revenue, each with its own margin and recognition profile. Shows what your recurring base is worth and how services pricing shapes deal economics.
Expansion and renewal cohort model
Tracks net revenue retention, renewals, and expansion by cohort, with ramp timing made explicit. Gives hiring plans, hosting commitments, and board reporting a retention view that separates installed-base behavior from new-logo growth.
Board-ready revenue and cash bridge pack
A recurring reporting pack that ties bookings, deferred revenue schedules, recognized revenue, and cash into one bridge, with commentary on what changed and what to decide next - built for board and investor conversations.
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