Fintech Maps
Impact-ROI · Fintech Maps
Where AI actually pays.
Not every AI bet earns the same. Ops-side work compresses cost; advisor / revenue-side work expands the top line — and the market prices those two very differently. Every sub-capability is classified cost-out, revenue-up, or hybrid, and ranked by a payoff index that blends hiring heat, funding flow, and AI leadership.
Payoff quadrant
X = disclosed 12-mo funding + M&A (log). Y = hiring temperature. Bubble size = vendor count. Colour = impact type.
Hiring heat →
Funding + M&A →
Revenue-upCost-outHybrid
Full ranking
Every sub-cap by payoff
| Sub-capability | Type | Payoff | Vendors | Funding + M&A |
|---|---|---|---|---|
| Fundamental Research Management | Hybrid | 15 | 11 | — |
| Fund Accounting & NAV | Hybrid | 15 | 29 | — |
| Order Management (OMS) | Hybrid | 15 | 27 | — |
| Pre-Trade Compliance | Hybrid | 15 | 14 | — |
| Institutional Sales & RFP | Hybrid | 15 | 17 | — |
| Portfolio Modelling | Hybrid | 15 | 15 | — |
| Security Master & Reference Data | Hybrid | 15 | 18 | — |
| Execution Management (EMS) | Hybrid | 15 | 19 | — |
| Wholesale & Platform Distribution | Hybrid | 15 | 15 | — |
| Pricing & Valuation | Hybrid | 15 | 21 | — |
| Optimisation & Factor Analytics | Hybrid | 15 | 17 | — |
| Transfer Agency | Hybrid | 15 | 25 | — |
| Quant Research Platforms | Hybrid | 15 | 12 | — |
| Market & Liquidity Risk | Hybrid | 15 | 26 | — |
| Client & Fund Reporting | Hybrid | 15 | 18 | — |
| Transaction Cost Analysis | Hybrid | 15 | 17 | — |
| Multi-Asset & Overlay | Hybrid | 15 | 8 | — |
| Corporate Actions | Hybrid | 15 | 14 | — |
| Custody & Depositary | Hybrid | 15 | 9 | — |
| Alternative Data | Hybrid | 15 | 14 | — |
| Regulatory Reporting | Hybrid | 15 | 22 | — |
| Fixed Income & FX Liquidity | Hybrid | 15 | 13 | — |
| ESG & Sustainability Data | Hybrid | 15 | 14 | — |
| Performance & Attribution | Hybrid | 15 | 26 | — |
| IBOR / ABOR & Reconciliation | Hybrid | 15 | 32 | — |
| Rebalancing & Cash Management | Hybrid | 15 | 11 | — |