Nancy AI assesses, hires, and develops talent through validated psychometrics, structured AI interviewing, and competency analytics — converting every assessment into an Individual Development Plan and a Learning & Development Plan, and aggregating evidence across organisation, city, country, and global levels.
Halo effects, structural visibility bias, and impression-management corrupt panel outcomes — confidence is mistaken for competence, rhetorical fluency for capability. Nancy replaces the narrative with measurement: nine independently validated assessments, scored against a defined rubric, and converted directly into a development plan.
How Nancy partners with talent leaders
Every module is independently validated and engineered to the BPS Psychological Testing Centre standards. Modules can run alone or compose into a complete battery — and every score flows into the same Individual Development Plan and Learning & Development Plan output.
Structured, AI-conducted hiring interviews at population scale. Adaptive probing, scenario-based questions, and rubric scoring — the format with the strongest validity and rater reliability in the occupational-psychology literature. Every transcript, score, and decision preserved.
Big Five with 24 work-specific facets. Forced-choice and Likert formats. 25–30 minutes. Bias-audited per BPS.
How a candidate responds to authority, ambiguity, and direction. The complement to leadership measurement — engineered for high-trust environments.
Role-relevant workplace scenarios, weighted scoring, SME-developed content. Ethics, escalation, and integrity under pressure.
Adaptive cognitive battery — verbal, numerical, abstract reasoning, learning agility. IRT-calibrated, regionally normed for KSA/GCC.
Structured STAR-format competency interviews anchored to the client's leadership framework. Eliminates inter-panel variance. Transcript, score, and rubric trail on every decision.
Role-specific banks across engineering, planning, logistics, IT, finance, regulatory, and data. Dual-panel scoring with expert moderator and client SME.
Coding tasks, scenario problems, and applied technical exercises generated to job spec — auto-graded against a defined rubric with anti-cheat instrumentation.
Simulated business scenarios and live role plays — situational realism, behavioural fidelity, and decision quality, scored against a transparent rubric.
Three live engagements with national sovereign entities, anonymised. Each report stack carries the same five infographics: a personality radar, an aptitude bar chart, a competency heatmap, a 9-Box placement, and a 12-month IDP timeline preview.
Population-scale assessment programme covering operational and managerial roles across a national transport entity. Full nine-service battery deployed, with prioritised reporting against the entity's competency framework and a national-scale aggregation layer.
High-stakes selection programme for a national security and public-safety entity. Behavioural-leadership and technical competency interviews deployed at scale alongside SJT, integrity probes, and role-play simulations under proctored conditions.
Country-scale education and workforce development engagement. Assessment evidence aggregated from school-leader, sector-specialist, and emerging-leader cohorts — converted into city-level and country-level capability dashboards.
Scores are useful. Plans are decisive. Every Nancy assessment is converted automatically into two structured outputs — the Individual Development Plan and the Learning & Development Plan — with owners, actions, timelines, and measurable competency uplift.
Assessment results converted into a personalised action set — strengths to leverage, gaps to close, behaviours to develop. Each IDP names the manager, the coach, and the milestones. Reviewed quarterly. Owned individually.
Where the IDP names the actions, the LDP names the learning. Formal training, structured experience, coaching, and stretch assignments — sequenced to the 70-20-10 model and calibrated to the competencies the assessment surfaced.
Nancy aggregates assessment evidence at every level of analysis. The same scores that drive an individual's development plan also identify the initiatives, development tracks, and capability investments a city, country, or global programme needs to make next.
Six steps. Every project. From the first competency conversation to the re-assessment that closes the loop, every Nancy engagement passes through the same governed pipeline.
Every instrument validated against BPS Test Standards and SIOP Principles for personnel selection. AI governance under ISO/IEC 42001.
Every item tested for differential item functioning across protected groups. DIF threshold < 0.05. Audit trail preserved.
Every score, transcript, and decision preserved. Reviewable internally, externally, and under regulatory scrutiny.
Meta-analytic evidence (Schmidt & Hunter; Sackett et al.) shows structured, multi-method assessment more than doubles the predictive validity of an unstructured interview — and Nancy's AI-led format closes the rater-variance gap.
Read the analysis
How aggregated assessment evidence converts into sovereign workforce programmes — and why the same scores that build a person's IDP also build a country's capability roadmap.
Read the briefing
Why how someone follows predicts how they will lead — and how Nancy's followership instrument changes the conversation about leadership readiness.
Read the perspectiveNancy AI is a talent assessment and development intelligence firm engineered to a single standard. We bring together validated psychometrics, AI-led interviewing, and competency analytics — and convert every assessment into a development plan, every cohort into a programme, and every programme into a national or global capability outlook.
That is why governments, sovereign entities, and forward-looking employers turn to us — for evidence that compounds, and the discipline to decide better.
Selected findings from the peer-reviewed occupational psychology literature and the leading evidence bodies — referenced inline.
Complete the form and a Nancy AI principal will be in touch to scope a briefing — a single assessment programme, an executive selection mandate, or a population-scale workforce diagnostic. Typical response within one business day.