IFO4
Loading...Original research across quantum, blockchain, AI, GPUs, TPUs, and the infrastructure defining operator economics for the next decade. The Federation's Research Team.
Supporting the industries where Financial Operations lives: healthcare , legal , supply chain , manufacturing , financial services , retail , public sector , technology.
Every claim cites a thread, a working paper, or a live Index feed. No hallucinations, no vibes.
Written by practitioners who run the bills, not analysts who read them.
Sample size, date window, and filter logic published with every dataset.
We publish where the discipline is going, not where it has been.
Peer-reviewed research across six frontiers. Published quarterly.
Live, industry-specific, and regional. Queried via the IFO4 Index.
Short-form briefs on operator events worth acting on this week.
C-suite summaries for governance-level decisions.
Raw, sourced, downloadable. Every chart is a query away.
Ask any research question; grounded answers with citations.
Working paper: cryptographic invoice attestation will be mandated in at least three OECD jurisdictions by 2028. Operators who build the infrastructure now capture the standard.
IBM, IonQ, and Quantinuum have diverged on the unit economic (qubit-second, circuit-run, job-tier). The Federation models the operator cost implications of each model and names the likely survivor.
65% year-over-year decay. Four tiers tracked. At trajectory, frontier inference per user-interaction falls below data egress by Q3 2027, rewriting AI SaaS unit economics.
SEC Scope-2 amendments expected Q2 2027 fold cloud carbon into materiality. Every CFO now has a carbon-cost line. The Federation models the economic geometry of the transition.