S1
HR & operations
Top 3
What changed in HR systems, compliance and workforce data for a team under 500 people, and what it costs or saves.
Operations
The EEOC sued Ollie's Bargain Outlet on September 24 over warehouse postings requiring the ability to hear regularly. It says a deaf applicant with warehouse experience was passed over for four roles while less experienced hearing candidates were hired.
4 roles
jobs the deaf applicant was never interviewed for
Why this mattersMost job descriptions were copied years ago and still list physical requirements nobody checked against the actual work. Pull your three most used postings this week, delete any requirement the job does not truly need, and note who approved the change.
Operations
IBM surveyed 1,500 chief HR officers in 21 countries and 8,800 employees. 80% said AI creates invisible work such as checking its output and fixing mistakes, and 42% of employees said their workload rose or went unrecognized.
80%
of HR chiefs say AI creates work nobody counts
Why this mattersIf AI shifted effort instead of removing it, your headcount plan rests on a saving that never arrived. Ask two teams to log the time they spend checking AI output for one week, then decide whether the tool stays at its current price.
Operations
The Justice Department said Accenture weighed race or sex in hiring and promotions since 2017 while certifying compliance on federal contracts. Accenture agreed to pay $25 million, the largest settlement of its kind, following deals with IBM and Deloitte.
$25M
paid over practices certified as compliant
Why this mattersThe exposure sat in the certification rather than in the program. If you hold a federal contract or subcontract, read what you signed, then check that your actual hiring and promotion steps match it. One afternoon with the contract terms is cheaper than a claim.
S2
Best of the week: science & technology
Top 3
Research and technology that is making money, saving money, or about to change how work gets done.
Science
A team from the University of Chicago, Harvard, Stony Brook and the company Quantinuum used 54 linked qubits to show that an unusual approach can run every operation a full quantum computer needs. It could skip a costly cleanup step that consumes much of a machine's capacity, published September 25 in Nature.
54
linked qubits used to prove the approach works
Why this mattersThe gain came from removing an expensive step rather than buying more machine. Worth copying at renewal season. Take your most expensive HR tool, ask which step it exists to handle, and check whether that step is still required at all.
Science
Helen Sneddon at the University of York and Maarten Dobbelaere in Lausanne used software to read 1.3 million chemical reactions from 40 years of US patents. Use of hazardous solvents rose from about 60% of reactions in 1976 to over 70% by 2016, because nobody doing the early work was rewarded for switching.
60 to 70%
hazardous solvent use across 40 years of patents
Why this mattersA stated goal with no reward attached loses to whatever is fastest, every time. Check one policy you announced last year, such as an approval limit or a hiring scorecard, and find out what happens to someone who ignores it. If the answer is nothing, that is your fix.
Science
Chemical engineers at MIT led by Allan Myerson built a system that mixes the tiny fat bubbles used to carry RNA medicines, measures each batch as it is made, and uses machine learning to pick the next settings. It tunes particles from about 70 to 150 nanometers, published September 25 in ACS Nano.
70-150
nanometer range the system can dial in on demand
Why this mattersThe advantage was measuring during the run instead of reviewing afterward. Your hiring and onboarding work the same way. Ask for a one-line check at each stage while a hire is in progress, so a broken step gets fixed this month rather than in the quarterly review.
S5
Three things to do this week
3 actions
Three moves with the best payoff for the least effort, each with what it is roughly worth. Even one of them saves hours of work, cash, or a risk you would rather not carry.
🛡️1
Risk
Strip unjustified physical requirements from your job postings
Open your five most used job descriptions, delete any physical or sensory requirement the work does not actually need, and write one line per role naming who approved the change. About 90 minutes.
PayoffThe EEOC is suing a retailer over a single line requiring the ability to hear. Defending one ADA hiring charge commonly runs tens of thousands in legal fees before any payout, and recent settlements in this area landed between $100,000 and $230,000.
$50k+
defense and settlement exposure on one ADA charge
Effort 90 minutes
💵2
Cash
Log the time two teams spend checking AI output
Pick two teams, ask them to note the minutes spent verifying or fixing AI output for one week, and total it. Take that number into your next software renewal conversation. About one hour.
Payoff80% of HR chiefs say AI creates invisible work nobody budgeted for. A tool at several thousand dollars a year that adds hours of checking is a cost rather than a saving, and the log is what turns a renewal into a negotiation.
$5k+
a year from one renewal you can argue with
Effort 1 hour
📊3
Data
Split your exit reasons into categories you can act on
Look at the last ten departures in your HRIS. Replace any entry that says personal reasons or better opportunity with the specific driver, such as pay, manager or commute. About one hour.
PayoffCoarse categories average away the thing you would fix. Ten specific reasons usually point at one manager or one pay band, and replacing a person commonly costs half to twice annual salary, so one prevented exit on a 70k role is worth roughly 35k.
$35k+
per resignation prevented on a 70k salary
Effort 1 hour
Want this handled, but no time or capacity?Olga takes on HR ops projects like these on a fractional or interim basis. A 30-minute call is enough to scope one.
Reach out to Olga ↗Payoff figures are order-of-magnitude estimates for a company under 500 people, based on typical costs, not quotes for your business.