LANDSCAPE

Tracking who’s building toward augmented performance management — and who’s just talking about it.

An evolving, independent view of the platforms moving toward continuous, AI-native planning — updated as the market shifts.

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Gen-4 APM

1 platform

Not an add-on to Gen-3 — a different operating model. These platforms handle everything Gen-3 does, then add operational planning and analytics, real-time data at scale, and continuous modeling in place of periodic cycles. This is the category our research is built around.

Kainam

An AI-native performance management platform combining data acquisition, real-time analytics, and predictive modeling into a single continuous-planning system.


Gen-3 FP&A

1 platform

Cloud-based financial planning and analysis platforms. AI features are often layered on top, but the underlying architecture is still built around periodic cycles — plan, forecast, revise — rather than continuous, always-current modeling.

Pigment

A Gen-3 FP&A platform built for modern finance and operations planning, with flexible modeling across both functions.

Abacum

An AI-native Gen-3 FP&A platform aimed at high-growth finance teams automating reporting and analysis.

Anaplan

A cloud-based connected-planning platform used across finance and operations, built on a modeling engine designed for periodic, scenario-based planning rather than continuous, always-current modeling.

Workday Adaptive Planning

A cloud-based FP&A platform extending into workforce and operational planning, built within the broader Workday ecosystem — periodic in design, like the rest of this category.

Drivetrain

An AI-native business planning platform focused on autonomous FP&A workflows across finance and revenue operations.

Mosaic

A strategic finance platform for SMB and mid-market teams, focused on real-time reporting drawn from connected source systems.


Enterprise EPM

1 platform

Large-scale consolidation, planning, and reporting suites built for complex, multi-entity organizations. Comprehensive and battle-tested, but architected for structured cycles rather than real-time operation.

OneStream

An enterprise CPM/EPM platform providing financial consolidation, planning, and reporting on a unified architecture. AI capabilities are layered in a planning model still structured around periodic cycles rather than continuous modeling.

Oracle (Cloud EPM)

A large-scale enterprise EPM suite covering planning, consolidation, and reporting within Oracle's broader cloud applications ecosystem, built primarily around structured, periodic planning workflows.


Mid-market FP&A

1 platform

Planning and analysis tools scaled for growing finance teams without enterprise-level complexity. Faster to deploy than Enterprise EPM, but built on the same fundamentally periodic modeling approach.

Planful

A mid-market FP&A platform for structured planning, budgeting, and close automation. Built around a periodic planning cycle, not continuous modeling.

Vena

An Excel-native FP&A platform that layers workflow and automation on top of familiar spreadsheet modeling for mid-market finance teams — periodic by design.

Datarails

An Excel-native FP&A platform for mid-market finance teams, adding AI-assisted reporting and consolidation on top of existing spreadsheet workflows.


Financial Close

1 platform

Dedicated close and reconciliation tools that speed up the month-end cycle itself, rather than the planning process around it. A narrower slice of Gen-3's scope, focused specifically on close and consolidation.

Blackline

A dedicated financial close automation and account reconciliation platform, used to speed up and control the month-end close independent of the broader planning cycle.