11/10/2026

HR Tech 2026: Beyond the Agent

Why proprietary data, workforce intelligence and measurable AI outcomes matter for investors and acquirers

Key Takeaways

Proprietary Data Is the AI Moat
As AI agents become easier to replicate, proprietary data and complex workflow execution are emerging as stronger sources of defensibility and strategic value.
AI Must Deliver Measurable HR ROI
Investors are prioritizing AI platforms that demonstrate incremental spend, stronger retention, higher workforce productivity or a lower cost-to-serve.
Capital Rewards Proven AI-Native Models
HR tech funding remains selective, but AI-native recruiting platforms with demonstrated traction can still attract capital and command premium valuations.

Members of Baird’s Human Capital Management Investment Banking team recently attended HR Tech 2026 in Las Vegas, Nevada. The central question was not whether AI belongs in HR technology, but which providers can turn it into better hiring, stronger employee productivity and more effective workforce decisions. For private equity investors and strategic acquirers, that shifts the focus from agent demonstrations to the data, workflows and commercial results behind them. Below are five themes we’re watching.

AI Does the HR Work

What We Heard

Opportunity is twofold: i) drive higher employee outcomes (filling reqs., workplace productivity, retention, etc.), ii) automate employers’ HR administration to reduce labor costs

In Practice

Workday: ~$600M AI ARR, up >200% YoY; ADP: AI cut year-end call volumes and labor by 35%

Investor Focus / Proof Points

Proof of net incremental spend (and higher retention) or lower cost-to-serve

From System-of-Record to System-of-Work

What We Heard

Workforce intelligence is becoming a strategic capability; Workday, SAP, UKG and Dayforce moving from tactical HR systems into strategic workforce planning and development

In Practice

UKG repositioned as a "Workforce Operating Platform" focused on frontline work; SAP launched Total Workforce Management

Investor Focus / Proof Points

Frontline scheduling, comms and workforce management become strategic adjacencies

Data, Not Agents, Differentiates

What We Heard

An agent is now a feature any competent team can build; competition has shifted to proprietary context, the data around which decisions are made

In Practice

iCIMS relaunched as an "Intelligent Hiring Platform" built on 25+ years of proprietary hiring data; Findem bought Glider AI to add skills validation to its talent data

Investor Focus / Proof Points

Proprietary data and complex workflow execution beat a replicable agent

Strategies Focused on Workforce Depth

What We Heard

Strategies remain active but selective: deals hinge on accessing proprietary data sets, workforce intelligence/transformation, and skills intelligence

In Practice

SAP / TechWolf (Oct-26): SAP is buying TechWolf's work intelligence platform, AI models and research team for the core of SuccessFactors

Investor Focus / Proof Points

Rationale must anchor on expanding employee insights and workforce offerings

Talent Acquisition Funding: Selective, Not Absent

What We Heard

Talent Acquisition funding is c.$590M so far this year vs >$3bn a year at the 2021-22 peak, but capital is backing AI-native approaches to hiring

In Practice

Juicebox raised an $80M Series B at an $850M valuation (Mar-26), having tripled ARR since its Series A

Investor Focus / Proof Points

AI-native recruiting with real traction still commands premium valuations

Connect with Baird’s Human Capital Management Investment Banking team to discuss these themes and the opportunities ahead in HR technology.