SME owner
Every story that is relevant from the SME owner's perspective, with a one-sentence note on what it concretely means for them. 69 stories, newest first.
November 2026
AI speeds up recruitment and puts pressure on agency feesAgency costs can be cut with in-house AI-supported recruitment.Yettel uses software robots to replace repetitive administrative workRPA is not necessarily AI, but administrative time can be measurably reduced.EU package aims to strengthen manual work in the age of AIEU support for the supply of skilled tradespeople may present an opportunity.Hungarian firms' AI use is growing, but only about a tenth of companies use itAdoption is still at an early stage; AI use can be a competitive advantage, and construction is the fastest-growing area.Restaurant industry survey covers pay, tips, benefits and AIAI tools can also be a response to labour shortages.AI takes over the first job interview: many candidates drop out, yet companies keep rolling it outAI recruiting assistants are appearing for the holiday season, but without human oversight they are risky.New York City clarifies employer liability for AI-assisted hiring decisionsEven with hiring software from suppliers, the employer is responsible for the decision.
Oct 2026
Fear of job losses may slow AI adoption at Hungarian companiesWithout involving the team, an AI project can stall.AI enters training programmes for entrepreneurs and SMEs in HungaryThe SME training programme offers access to AI education.Almost everyone has used AI at home, but only a small share of Hungarian businesses doAI adoption at work is still at an early stage, so both the risk of falling behind and the chance to gain an edge remain open.HR tech turns to agentic recruiting as Dayforce buys Ribbon and new platforms launchVensure's AI orchestrator targets digital workforce management for small businesses.Fake résumés, AI avatars and applicant agents: employers step up checks at interviewEven a small company should verify identity in video interviews.Colorado attorney general urged to delay and tighten AI hiring disclosure rulesAds written with an AI copywriter can also create discrimination liability.California employment law changes for 2027: Newsom signed the package on 30 SeptemberWith a presence in California, have a legal expert review the new obligations.Hungarian manufacturers face skills shortages yet are not enthusiastic about AIAI can be a tool against skills shortages, but processes must be put in order before rollout.AI agent interviews with AI recruiter: bots stuck in loop, $150K salary negotiation falls to $60KAutomated interviews should be used only with human oversight, otherwise a good candidate may be lost.Hungarian SMEs: AI is no magic fix and cannot skip over disorganised operationsBefore introducing AI, processes and data must be put in order.Hungarian data: one in three Hungarians uses generative AI at work, but trust in HR decisions remains weakIn recruitment, AI should be introduced in small steps, for controlled tasks.US AI hiring laws and discrimination liability in vendor contractsUsing an external recruiting tool does not remove the employer's discrimination liability.HR tech: agent-based recruiting and HR platforms arrive in quick successionSeveral tools used together can break the hiring process, so one well-integrated solution is preferable.63% of Hungarian workers use AI, but company policy has fallen behindShadow AI use is a data protection and business risk, so a simple internal policy is needed.AI can replace the work of half to two employees even at smaller companiesAssess which tasks can free up capacity, and address the risks (data, accuracy) in advance.Google and Codecool offer free AI training and certification to more than 3,000 HungariansEmployees of Hungarian companies can be trained for free, so cost-free upskilling can be put to use.EU AI Office opens first probes into hiring and credit-scoring AIBefore using an external recruitment AI tool, small business owners should ask the vendor about its classification under the AI Act.Óbuda University launches practical AI Act trainingTraining opportunities are available to prepare for regulatory compliance.Pay transparency: Grant Thornton says AI can help with complianceIt is worth starting now to sort out job roles and pay bands in preparation for a transparent pay system.
September 2026
AI broke the job application, CNBC reports, as experts seek new ways to assess candidatesEven at a smaller company, it is worth keeping human review in the screening of applications.AI adoption in Hungarian workplaces is largely unregulatedWith regulation in flux, it is worth documenting AI use.Hungarian skilled trades: well-paid jobs without a degree that are hard to fillWith skills shortages, competition on pay and apprentice training are key issues.Almost half of employees do not want AI in payrollBefore introducing AI in payroll, promise staff an explanation and human oversight.Adózóna: Microsoft 365 Copilot use at work raises data protection issues and risksBefore rolling out Copilot, small-business owners need to carry out a data protection impact assessment and set up an access-rights regime.AI is taking over entry-level grunt work, putting the talent pipeline at riskSetting up AI-supported trainee positions can provide a cost-effective talent pipeline.Workday lawsuit: who is liable when an AI hiring system discriminates?When choosing a hiring tool, ask the vendor for a bias audit and documentation.EU AI Act: recruitment AI is high-risk, but some obligations get a delayThe delay is worth using to clarify vendor compliance.Survey: 79% of workers have entered sensitive data into AI tools, and many use them in secretCopying customer data and access keys into AI should be expressly prohibited.Where do Hungarian companies stand on AI adoption? Data from one countyThe county data provide a benchmark for your own pace of AI adoption.Hungarian AI training: free course, three-hour university programme and November software engineering courseDirecting staff to free AI training is a cost-effective first step.EEOC seeks consent decree in AI discrimination caseGiven the EEOC's focus, documentation for hiring tools matters too.AI recruiting agent market expands as Workable and iCIMS are joined by new entrantsCredit-based pricing could make AI recruiting accessible to smaller companies too.82% of Hungarian software developers use AI daily, gaining 6.5 hours a weekAI-assisted development can cut costs or speed up delivery.AI is spreading at remarkable speed among Hungarian companies, Piac&Profit reportsFirst steps are common; competition will be decided by deep integration.Hungarian chamber aims to bring 10,000 businesses into AI useThe chamber programme could be a source of support and training for AI adoption.Hungarian firms adopt AI quickly, but organisational integration remains at an early stageAI agents can take on operational tasks at SMEs too; it is worth starting with small, measurable pilots.Recruiters worry about candidates' AI use: AI-written résumés, unreliable technical interviewsMore manual checking is warranted when screening candidates.
August 2026
AI-written résumés and interview fraud push employers back to tests and referralsA single ad can draw thousands of applicants, so screening must be planned in advance.US legal risks of AI hiring: Mobley v Workday, state rules and ColoradoFor those recruiting in the US market, state rules may differ.EU tightens rules on AI in recruitment, with a right to human oversightIt is worth documenting the AI-literacy requirement even though its definition remains uncertain.AI governance becomes HR's new task: union contracts, shadow AI, the frontlineWithout an official tool, employees may use their own AI, so it is worth providing a framework.HR tech market sees acquisition, investment and agentic featuresThe vendor market is changing fast, so flexibility matters when signing contracts.AI-based HR assistant in hospitality: VLM pre-screens hundreds of CVsIn hospitality, AI pre-screening can save time.Young people turn to trades, but firms do not advertise enough apprenticeshipsSmall trade businesses can build their succession pipeline by taking on apprentices while the supply of applicants grows.EU AI Act: recruitment AI can be high-risk, new guidelines issuedRecruitment agencies and smaller firms are also affected if they use AI-based screening tools.AI data centre boom creates skilled-trades shortage in US construction and energyThe trades shortage means wage pressure and competition for labour at small construction businesses.AI-based performance evaluation: where the employment-law limit liesClarify the employment-law notice obligations before introducing a performance-measurement tool.Report: enterprise AI investment can deliver up to twofold returnsFreed-up capacity needs a plan in advance, not just the purchase of tools.AI and layoffs: companies cite it, but the data show a more complex pictureWorkforce planning should rest on the tasks that can actually be automated, not on market sentiment.State AI hiring rules: compliance obligations in Connecticut, Colorado and New YorkA company recruiting in several states should map the relevant state rules before using an AI screening tool.AI in HR faces regulatory scrutiny: Polish and EU contextAsk for compliance documentation in contracts for SaaS recruitment tools.New AI agents for recruiting and HR from Oracle, Kredily, DigitalHire and HireVueFor full-service recruiting and payroll agents, clarify compliance and data handling in the contract.Bullhorn to acquire Textkernel; Recruitable opens London officeBefore switching between recruitment software products, check whether the data can be moved.}AI did 11 months of work in 30 hours, Index reportsStart an AI pilot for routine tasks, but have people check the results.Hungarian lab robots: factories face labour shortages, not AI job losses, Pénzcentrum saysWhere labour is short, robotisation can be considered, but plan the costs of the changeover and training in advance.73% of Hungarian construction professionals have had their work questioned by AI-using clientsAdd explanatory documentation to quotes so that a client's AI check does not undermine trust.House of HR lets AI run first interview round as zvoove acquires PixiFor smaller agencies, tools that automate administrative work can cut costs.EU AI Act classes recruitment AI as high-risk; debate over simplifying the rulesIf you use an AI recruiter, check that the provider meets the requirements for high-risk systems.Korea, India and the US launch AI training programmes for workersState-run AI training programmes can help prepare employees at no cost.Shadow AI spreading in Hungarian workplaces, business secrets could leakSmall businesses, too, must set out what data may be entered into AI tools.EU AI Act: AI tools used in recruitment are high-risk, and HR departments must prepareFor the AI functions of purchased HR software, check that the vendor is compliant.Fake AI job candidates pass interviews and vanish; Deel buys deepfake-defense startup ClarityVerify identity before starting payroll, because fake-candidate fraud also affects smaller companies.