p3m.ai is Hypothesize's AI-powered evaluation intelligence platform for structured audits, psychometrics, AI video review, dashboards, task management, and identity verification across education, healthcare, corporate, finance, industrial, and hospitality teams.
Manual observation cycles take weeks, scoring varies by reviewer, and most organisations cannot see performance gaps until the damage is already done.
p3m.ai supports custom audit forms, PACT-style scoring, AI root-cause analysis, templates, and reports that move beyond aggregate scores into concrete improvement actions.
Six integrated modules cover manual and AI video audits, psychometrics, real-time dashboards, task closure, and AI-assisted identity verification.
Evaluation becomes a continuous operating rhythm: structured evidence, root causes, assigned follow-up, re-audit, and measurable progress over time.
Our build-then-operate AI agent delivery platform: five horizontal enterprise agent suites, delivered on AWS with Claude, governed through a five-rung engagement model, and expanded through managed operations.
AI-powered audits, assessments, psychometrics, dashboards, task management, and identity verification for organisations that need to evaluate people, processes, and standards at scale.
Every agent we deploy is instrumented with CostKatana for real-time LLM cost observability, hallucination detection, prompt optimization, model routing, and ROI tracking.
Observation is inconsistent when every auditor uses their own rubric, timing, and reporting style.
Most tests identify pass/fail outcomes but do not explain skill gaps, behavioural patterns, or growth paths.
Live observation cannot cover every interaction, class, interview, or service moment at enterprise scale.
Evaluation data loses value when it is fragmented across forms, spreadsheets, HR tools, and one-off reports.
Classroom observation, leadership review, NEP or institutional compliance, student assessment, and psychometric profiling.
Nursing quality, sterilisation compliance, medication adherence, staff identity checks, and patient safety protocols.
Agent quality monitoring, KYC compliance, OSHA/ISO safety audits, brand standards, hygiene compliance, and franchise consistency.
Templates, criteria, weights, stakeholders, and scoring rules are mapped to the organisation's standards.
Reports, dashboards, tasks, and re-audits turn evaluation from a one-time exercise into an improvement loop.
Custom frameworks, user roles, SSO-ready enterprise deployment paths, dedicated support, and secure data handling.
Structured reports turn observations into root-cause analysis, scores, and action plans that can be shared with stakeholders.
Education, healthcare, corporate, banking, industrial, and hospitality templates can be configured to match local standards.
Teams use p3m.ai to standardise observation, compare cohorts, manage improvement tasks, and verify progress over time.
p3m.ai is Hypothesize's AI-powered evaluation intelligence platform for structured audits, assessments, psychometrics, AI video review, dashboards, task management, and identity verification.
Education, healthcare, corporate, finance (BFSI), industrial, and hospitality teams that need consistent observation, compliance, and measurable improvement.
Criterion-level audit scores, psychometric and aptitude profiles, AI video audit results, dashboards and trends, task closure, and identity verification, with AI-generated root-cause reports.
2,500+ audit reports generated, 100+ ready-to-use templates, and 50+ organisations using it to standardise observation and track improvement over time.