Frequently asked questions

No. The first conversation can be a single question: I don’t know how to use AI in my role. Niko asks about the job and the week, and starts from the task that would help most.

Adoption is measured on three dimensions, set per role and level: AI judgment and boundaries, AI workflow design, and reusable and shareable solutions. Because the dimensions are the same everywhere, you can compare teams, roles and countries, and see which ones are moving.

Training tells you who attended. Adoption tells you who now uses AI well in their actual job. Talentpilot sits alongside your programmes and shows which of them are moving the numbers, and for whom.

All of them. Talentpilot is not tied to a vendor. It measures the capability to use AI well, which transfers between tools, rather than proficiency in one product.

With Niko, the AI adoption coach, on this week’s real tasks rather than a course catalogue. Every session adds evidence, so adoption updates as people improve instead of at the next review.

It is built for roles in which AI is changing how work gets done. Talentpilot helps companies define roles around the tasks, responsibilities, skills, and capabilities people need when working with AI, rather than relying on job structures designed for a pre-AI organization.

No. Your organization decides how roles should evolve. Talentpilot takes your existing job architecture, job descriptions, and business context and turns them into detailed, consistent role standards that reflect the way you want work to be structured.

Traditional job architecture is often centered on titles, levels, and broad job descriptions. Talentpilot goes deeper into the actual tasks, responsibilities, skills, and capabilities required for each role, creating standards that can directly support workforce decisions.

Yes. You do not need to rebuild everything from scratch. Talentpilot starts with your existing roles, families, levels, job descriptions, and internal standards, then structures and enriches them into a consistent architecture.

Because every talent decision depends on knowing what a role actually requires. The same approved role standards can be used to map workforce capabilities, identify development and reskilling needs, assess redeployment opportunities, and hire external talent.

Talentpilot measures capabilities against role-specific standards using structured AI conversations and real evidence from a person's experience. It does not rely only on job titles, resumes, or self-reported skills.

Traditional skills platforms often infer capabilities from resumes, profiles, or career history. Talentpilot goes further by evaluating what people have actually demonstrated and comparing that evidence against the capabilities required for specific roles.

A capability profile shows a person's strengths, demonstrated capabilities, proficiency, gaps, and readiness relative to a current or future role. It gives a more useful view than a flat list of skills.

Yes. By comparing an employee's capability profile with the standard for a target role, Talentpilot can show where there is strong overlap, where gaps remain, and how ready that person is to move or grow into the role.

Talentpilot evaluates people against consistent, role-specific standards and keeps the underlying evidence visible. HR and business leaders remain in control of how capability and readiness data is interpreted and used.

Talentpilot starts with the capabilities a person actually needs for their current or future role. Instead of recommending generic content, it turns specific capability gaps into targeted development and reskilling journeys.

Niko supports people through continuous coaching, reflection, feedback, and realistic practice. It helps employees build role-relevant capabilities through short, contextual interactions rather than relying only on courses or periodic training.

Talentpilot compares a person's current capability profile with the requirements of their current or target role. That gap becomes the basis for a personalized development path focused on the capabilities that matter most.

Yes. Talentpilot can identify the capabilities a person already has, the gaps between their current profile and a target role, and the development needed to help them become ready for that transition.

Talentpilot captures evidence from coaching, practice, and development interactions over time. That evidence can be used to show progress, update capability profiles, and improve visibility into readiness for current or future roles.

Talentpilot compares an employee's capability profile with the requirements of target roles to identify strong overlaps, transferable capabilities, remaining gaps, and overall readiness.

Traditional talent marketplaces often rely heavily on job titles, profiles, or employee interest. Talentpilot evaluates fit against structured role standards and evidence of what a person can actually do.

Yes. Talentpilot highlights the capability gaps between a person's current profile and a target role, making it clear what development or reskilling would be needed before a transition.

No. It can distinguish between people who are ready now and people who could become strong matches with targeted development, giving companies a broader view of internal mobility options.

HR and business leaders remain in control. Talentpilot provides structured matching, evidence, capability gaps, and readiness signals to support the decision, rather than making the decision autonomously.

Talentpilot is built around the capabilities a role actually requires, not just workflow and candidate records. The same role standards used across your workforce can guide sourcing, resume screening, interviews, and hiring decisions.

Alex can source candidates, personalize outreach, follow up, screen resumes, run structured AI interviews, and bring the resulting evidence into one connected candidate view for recruiters.

Candidates are evaluated against the same approved role-specific criteria, including skills, capabilities, responsibilities, and level expectations. This creates a more consistent basis for comparison across candidates, recruiters, and interviewers.

Yes. Resume screening is only one signal. Talentpilot can also use structured AI interviews to gather evidence about how candidates have demonstrated relevant capabilities in practice.

No. Talentpilot helps automate repetitive work and structure candidate evidence, but recruiters and hiring managers remain in control of who progresses and who is hired.

Niko is designed for employee and manager development in the context of their work. He uses the person’s role, strengths, goals, and development history to guide coaching, feedback, and practice. When connected to Talentpilot’s job architecture and capability mapping, his support is tied to approved role standards and evidence of progress. A general-purpose assistant can also use context; Niko’s distinction is how that context supports an ongoing development process.

It depends on the mode, and the person always knows which one they're in. In work mode, Niko supports development the manager can see: skills, rehearsals, goals, and review prep. In personal mode, for things like a difficult conversation with a colleague or what's weighing on someone, the conversation stays between the coach and the person. Managers see readiness, never personal sessions.

No. It prepares people for the human conversations that matter, it doesn't stand in for them. A rep still negotiates with the real buyer, a manager still gives the real feedback. Niko just makes sure nobody walks into those moments cold.

No. It's a work coach: skills, conversations, goals, and the everyday weight of the job. When a topic needs a professional or a human conversation, Niko says so and points the person toward the right support.

Days, not months. Most companies start with one team, typically the one that talks to customers most, and see rehearsals happening in the first week.

No. Alex gathers evidence, structures it, and prepares recommendations. Every hiring decision is made by your team. That's not a limitation, it's the design: it keeps humans accountable and keeps you on the right side of AI regulation in every market you hire in.

It's much harder than gaming a resume. Structured interviews with adaptive follow-ups are over four times more resistant to faking than self-descriptions, because rehearsed claims fall apart when you probe the specifics. Alex always probes the specifics.

Almost certainly. Talentpilot connects to 40+ ATS and 20+ HCM systems with one-click integrations, so Alex works inside the workflow your team already runs, not beside it.

A real conversation, at the time they choose, in their language, with follow-up questions that let them show depth a resume can't. And an answer at the end, always, written for them personally. 9 out of 10 rate it as delightful.

The context Alex gathered doesn't get filed away. It flows into Talentpilot Intelligence, so Niko knows their strengths and goals from day one. Onboarding starts informed instead of starting over.

Workforce planning software supports decisions about the people, roles and capabilities an organization needs. Products vary: some focus on headcount and cost, while others support skills visibility, internal mobility, development or hiring. Evaluate the capabilities relevant to your use case.

Headcount planning focuses on numbers: how many people you need, where, and at what cost. Workforce planning is broader: it includes skills mapping, development, succession, and internal mobility alongside headcount.

Start with what your current systems already support and the decision that remains difficult. Talentpilot works alongside an HCM and ATS to connect role standards, capability evidence, development, redeployment and hiring. Verify the integration and workflow fit for your organization.

AI can help organize role information, identify patterns in workforce data and support structured assessment or recommendations. In Talentpilot, the focus is connecting role standards and capability evidence to development, redeployment and hiring, with people retaining decision authority.

Choose around your use case, data, governance requirements and implementation capacity. For Talentpilot, evaluate a defined role family, team or hiring need and confirm how it would work with your existing HCM and ATS.

No. These tools give HR teams better data and automation. They don't replace the human judgment needed for career conversations, culture decisions, and strategic workforce direction.

LinkedIn Recruiter has no single standard price. The cost depends on your plan, market, contract terms, hiring needs and add-ons. Check the current Recruiter Lite offer or request a written quote for your organization.

It depends on your hiring workload. Recruiter Lite is designed for occasional hiring. Compare its search access, messaging allowance and collaboration features with what your team needs before choosing a plan.

Recruiter Lite is designed for individual, occasional hiring. Recruiter supports broader candidate search and team workflows. Confirm the search access, messaging allowance, integrations and AI features included in the specific offering you are considering.

Hiring Assistant is a separately entitled offering and may be included in a proposed package. Ask LinkedIn to confirm whether it is included, what it costs and which capabilities are available to your team.

Trial availability and eligibility depend on the product and offer. Check the current Recruiter Lite offer or ask LinkedIn about evaluation options for your organization.

The InMail allowance depends on the product and contract. Confirm the monthly credits, pooling rules, rollover and any additional charges in your current offer rather than relying on a generic plan comparison.

Recruiter Lite is aimed at occasional hiring, but the lowest total cost depends on your market, required features and workload. Compare current offers, including add-ons and the manual work your team still needs to do.

Gem supports recruiting CRM, sourcing, outreach, application review, scheduling and analytics. Depending on the package, it can work with an existing ATS or provide its own. Confirm which modules and integrations are included in your proposal.

Start with the workflow you need to improve: sourcing, candidate evaluation, recruiting operations or employee development. Compare each product against those requirements rather than assuming one platform covers every stage.

Gem documents AI sourcing and application review alongside interview scheduling and interview-related integrations. Those capabilities are different from Alex conducting a structured candidate interview. Ask Gem to demonstrate the exact interview workflow and included integrations before comparing products.

Gem currently advertises an introductory startup offer with the first six months free for eligible companies with fewer than 30 employees. This is not a permanent free plan. Check eligibility, included features, usage limits and the price after the introductory period directly with Gem.

Talentpilot connects AI-native job architecture, capability mapping, hiring with Alex and development with Niko. Alex conducts structured interviews in 19 languages and gathers evidence against approved role criteria, including AI fluency. Niko helps employees and managers practice and develop against the same role standards. People make the hiring decisions.

It depends on what you use Gem for. Map your sourcing, CRM, ATS, outreach, interview and reporting requirements, then confirm how Talentpilot would cover them or integrate with your existing systems. Talentpilot also connects hiring evidence to employee development; it is not a guaranteed replacement for every Gem workflow.

There is no universally cheapest alternative. Compare current written proposals for the same scope, including licenses, usage, integrations, implementation, support and renewal terms. Request Talentpilot pricing for the capabilities and volume you need.

AI resume screening software analyzes information in resumes against job criteria to help a recruiting team organize, compare or prioritize applications. The criteria, available evidence and human review process determine how those outputs should be used.

A screening workflow may extract experience and skills from resumes, compare them with role requirements and organize results for review. Talentpilot also uses Alex to gather evidence through structured AI interviews against approved role criteria.

AI screening is not automatically free from bias. Evaluate the criteria, data, accessibility, monitoring and human review built into the process. Talentpilot’s role-based approach structures candidate evidence for recruiters and hiring managers; it should not be described as a guarantee of unbiased outcomes.

AI can support application review, interviews and repetitive coordination. Recruiters and hiring managers remain responsible for reviewing evidence, resolving uncertainty and deciding who progresses and who is hired.

Resume screening analyzes the information in a document. Structured AI interviews gather additional responses against role criteria. Both contribute evidence for review; neither alone establishes every capability or guarantees future performance.

Pricing depends on the capabilities, usage and commercial terms of the product you evaluate. Request a current quote for your requirements and check what is included before comparing total cost.

No. Your organisation decides how work should be redesigned and which tasks move. Talentpilot takes the roles and the decisions you have made and turns them into structured standards you can hire, develop and redeploy against. It structures; you decide.

Three fixed dimensions defined per role and per level: AI judgment and boundaries, AI workflow design, and reusable and shareable solutions. Because the dimensions are the same everywhere, a person is comparable across roles and teams, and a role is comparable across countries.

No. Talentpilot starts from the job descriptions, role families and levels you already have. Where you have already redesigned a role, it takes the new version. Where you have not, it structures the current one so you can see what is actually there before you change it.

A taxonomy lists skills. It does not tell you what a specific role requires at a specific level, or what any individual can demonstrate. Talentpilot produces a standard per role and measures people against it from evidence, which is what a redeployment or hiring decision needs.

Gaps become practice with Niko, the AI coach, in the flow of work rather than a course catalogue. Progress is recorded against the same standard, so readiness updates as people develop instead of at the next review.

No. Programmes, mentors and real feedback still matter. What they cannot do is be there on a Tuesday afternoon when a manager has to deliver news they have never delivered before. Niko fills the gap between programmes, and is available to every manager rather than the cohort you can afford to send.

Rehearsing a conversation before having it, thinking through a decision about a person, preparing for a review from the manager side, and building the specific capability their own role standard asks for. Short sessions in the flow of work, not scheduled training.

They can, because HR cannot. In work mode, development against the role standard is visible to the organisation. In personal mode, for the doubts and the difficult people problems, the conversation stays between the coach and the manager. Leaders see readiness, never session content.

Manager capability is measured against the same role standard as everyone else, so progress shows up as criteria met rather than sessions attended. You can see movement at the level of a team, a function or the whole manager population.

The coaching is grounded in each person’s own role standard and level, so a first-time team lead and a director working on the same competency get different conversations. Nothing is generic because nothing starts from a generic profile.

No. Alex sources, reviews, interviews and gathers comparable evidence against approved role criteria, including AI fluency. Recruiters and hiring managers decide who progresses and who is hired. This keeps decision-making and accountability with people; it does not by itself guarantee regulatory compliance.

The work that scales with volume rather than with judgment: searching, first outreach and follow-ups, reading every application against the role criteria, running first interviews, scheduling, and writing the rejections. What stays is the part only a person does well, calibrating with the hiring manager, selling the role, and closing.

Yes, and they are told. Alex introduces itself as an AI interviewer. The trade a candidate gets is a real conversation at a time that suits them and an answer either way, rather than silence from an inbox nobody had time to read.

Talentpilot supports integrations with ATS and HCM systems. Confirm support for your specific system, the data exchanged and any configuration required before rollout. Alex can then support the agreed recruiting workflow.

The opposite is the argument. Every applicant is read against the same approved role criteria instead of the first hundred getting attention and the rest getting none, and interviews follow one structured rubric rather than varying by whoever ran them.

The evidence Alex gathered against the role standard: what the person demonstrated, where they were strong, and the one or two criteria they only partly met. Niko starts from that on day one instead of asking a new joiner to describe themselves again.

No. Paperwork, systems access and induction stay wherever they live today. This is about role readiness, the gap between starting and contributing, which no onboarding checklist has ever closed.

Practises the things their role needs first: the first client call, the first internal review, the tool they have not used before. Short sessions with Niko, rehearsed before they count rather than learned in front of a customer.

They see readiness against the role standard and where the person is progressing, which is what lets them delegate real work sooner. Personal coaching conversations stay between the coach and the new hire.

Yes, and it is often more useful there. Internal movers are assumed to need no support because they already know the company, which is exactly why their ramp into a genuinely different role is so often slower than an external hire’s.

No, and any vendor telling you otherwise is overselling. Compliance depends on your pay structures, your reporting and your legal position. What Talentpilot provides is the part most companies are missing: objective role criteria approved by your HR team, and comparable evidence of what people demonstrate against them.

Differences have to rest on objective, gender-neutral criteria. Demonstrated capability against an approved role standard is the kind of criterion that can support a differential, provided the standard is applied the same way to everyone and you can show how the result was reached. Whether a specific justification holds is a question for your legal counsel.

Three ways. The criteria are defined and approved by your organisation, not generated by us. Every person in a role is measured against the identical standard. And each result traces back to the criterion and the evidence behind it, so it can be reviewed rather than trusted. If a score cannot be explained, it should not be used to justify pay.

No. Reporting tools calculate and file the figures. Talentpilot works upstream of that: it gives you the role classification and capability evidence that explain the figures, and it surfaces unexplained differentials before a reporting cycle turns them into a joint pay assessment.

Your existing job descriptions and role structure. Talentpilot turns those into governed role standards, which your HR team reviews with the business before anything is measured against them. Most companies start with one role family where pay questions are most likely.