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ManpowerGroup grew revenue and profit while its gross margin fell.

Bullhorn disabled platform access after a cyber incident, ManpowerGroup's AI screening reached 70% of revenue, and Workday aimed its agents at labor budgets.

By Pedagogue Systems · October 19, 2026

ManpowerGroup grew revenue and profit while its gross margin fell.

ManpowerGroup reported third-quarter revenue of $4.84 billion on Oct 15, up 5.2% in constant currency. Net earnings were $34.1 million, up from $18.0 million a year earlier. Adjusted EBITA rose 14% in constant currency to $107 million, according to the company's prepared remarks. Gross margin moved the other way. It fell 70 basis points to 15.9%, and gross profit dollars were roughly flat. Becky Frankiewicz will become CEO on Jan 1, 2027, and Jonas Prising, CEO since 2014, will become executive chair.

On the call, Frankiewicz said AI-enabled screening is "now reaching 70% of our revenue," the year-end target reaffirmed on the second-quarter call. She said it improved fill rates and time to hire but gave no figures, and the remarks do not quantify its contribution to the quarter's results. In September we reported its count of AI-led interviews; this quarter's figure measures reach, not results.

Michael Page, the London-listed recruiter, reported group gross profit up 1.5% in constant currency, its first quarter of growth since late 2022.

Pedagogue Systems' view. The 70% figure measures how much of the business the screening tool touches, not what it produced. Revenue and adjusted profit rose while each dollar of revenue carried less gross profit, and the company did not quantify AI's part in either. The number operators would need to compare their own rollouts is still missing: fill rate or time to fill, before and after.

Bullhorn disabled platform access after a cyber incident.

Bullhorn reported a system-wide outage of its ATS and CRM on Oct 17. That afternoon it said it had detected a cyber incident on its platform, had disabled access to contain the activity, and had engaged CrowdStrike, according to its status page. Later that day it said placement and time syncs had stopped for some customers using its integrated time and expense product, with time and labor approvals blocked. It then disabled access to Talent Platform and Bullhorn Time & Expense as a precaution. As of Oct 18, the incidents remained open. Bullhorn has not described the cause or what data, if any, were affected.

Pedagogue Systems' view. The functions Bullhorn lists as affected, time approval and placement syncs, sit upstream of payroll and billing for the firms that use them. Bullhorn has not given a time for restoring access.

Staffing hours set a new 2026 high as two releases mapped AI exposure.

The SIA | Bullhorn Staffing Indicator, which tracks US temporary staffing hours, rose to 108 for the week ended Oct 3, up 11% from a year earlier and a new year-to-date high. Growth picked up from 9% the week before. Industrial hours rose 17%, while office and clerical fell 7%. SIA treats the last four weeks as preliminary. ADP's weekly estimate eased to an average 24,750 private jobs a week in the four weeks to Sept 26, from a revised 25,250.

The American Staffing Association released an AI Impact Index on Oct 14. It scores each occupation by the share of its tasks AI automates or augments. It uses Labor Department task data and data from Anthropic, whose Claude model helps produce this Brief. Computer and mathematical jobs rank as most affected, then office and administrative support. ASA reports no automation or augmentation detected yet in 183 occupations, 43 of them in construction and extraction.

A day earlier, ASA and Bullhorn launched a monthly AI Job Impact dashboard. It applies ASA's exposure values to placement data from Bullhorn customers who opted in. Bullhorn's first findings: since January 2023, placements fell about 13% in the least-affected roles, such as truck drivers. They fell about 17% to 18% in the most-affected roles, such as data entry keyers, with a partial rebound in September.

Pedagogue Systems' view. The dashboard reuses the index's exposure scores, so it is not independent confirmation of them. Bullhorn presents the work as measuring AI's impact, but says the shift does not point to widespread job losses caused by AI. The gap of 4 to 5 points is a correlation in one vendor's customer data, and the decline both groups share is larger than the gap. The office and clerical drop in the SIA indicator is a separate series and is not evidence for either.

Workday released a hiring agent to early customers and pointed at labor budgets.

At its Rising conference on Oct 13, Workday opened its Talent Acquisition Agent to early adopter customers. Wider release is planned for early 2027. The agent watches open jobs and candidate pipelines and drafts outreach. A recruiter must approve each message before it is sent. The same day, it agreed to buy C1.ai, an identity platform for people and AI agents, without disclosing terms.

Executives also briefed analysts there, The Register reported on Oct 15. Chief AI Officer Joel Hellermark said Workday aims to reach past software budgets into customers' labor and services spending, including outsourcing. CEO Aneel Bhusri said AI would also let Workday itself "just not hire in areas we were hiring in the past."

Pedagogue Systems' view. These are executive statements about strategy and pricing, not measured outcomes. For staffing firms, Hellermark's remark is the one to note: Workday describes customers' labor and outsourcing spending as its next market. Bhusri's remark concerns Workday's own headcount, not its customers'.

Aviation sized its workforce need, and healthcare exits shifted.

Airbus's Global Services Forecast, published Oct 14, says the industry will need more than 2.44 million additional people through 2045. That includes 660,000 pilots, 730,000 maintenance technicians and 1,050,000 cabin crew.

On Oct 16, the FAA and the controllers' union, NATCA, announced a 2.8% pay increase for eligible air traffic controllers, retroactive to Jan 11, according to NATCA. Controllers will clock in and out at their facilities. Local managers and the union will set shift guidelines from forecast workload. Reassignments will go first to facilities with the most severe staffing shortages.

In healthcare, BambooHR's data from more than 15,000 organizations show involuntary terminations at 34% of turnover from January to August, up from 32.9% a year earlier and 26.8% in 2022. Resignations fell to 55.9%, from 63.8% in 2022. BambooHR also says healthcare hiring has fallen every year since 2022, while terminations have held roughly flat since 2024.

Pedagogue Systems' view. The FAA agreement ties shift guidelines to forecast workload and puts time records at the facility. In BambooHR's healthcare sample, employer-initiated exits are a growing share of turnover while hiring keeps slowing. Neither figure shows how many of those positions are refilled.

What we are watching.

  • Ongoing: Bullhorn's restoration of platform access and any statement on cause or affected data.
  • Oct 20: ADP's next weekly estimate.
  • Oct 21 to 26: Third-quarter results from Randstad, Robert Half and Kforce.
  • Oct 26: Colorado's hearing and comment deadline on rules under its automated decision-making law, which takes effect Jan 1, 2027.
  • Oct 30: Court-authorized depositions of 15 opt-in declarants close in Mobley v. Workday, the leading active American case on AI in hiring. Workday's opposition to class certification is due Nov 10.
  • Pending: A Labor Department independent contractor rule and an EEOC rescission of its 2012 arrest and conviction records guidance, both under White House review.
  • Nov 6: The BLS October employment report.

About Pedagogue Systems. Pedagogue Systems builds Cassion, a governed data foundation for staffing operations. It serves shift-based, credential-heavy operators in healthcare, industrial, and aviation staffing. It helps staffing operators keep operational records attributable and auditable before they automate decisions.

Sources.

This Brief was produced with AI assistance and adversarial review, then edited by a human before publishing. AI and people both make mistakes, so please verify anything critical independently. How we produce the Brief.

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