Matrix
One Platform. Every Framework. Evidence-Based Excellence.
Matrix is an enterprise-grade multiframework assessment and maturity management platform. Define custom competency and maturity frameworks, run assessments, collect evidence and interviews, and generate AI-powered gap analysis and recommendations — all in one place.
The Scale of the Platform
Fragmented Tools Shouldn't Hold Back Excellence
Today, many organizations run maturity and accreditation programs across a patchwork of tools: spreadsheets for frameworks, separate systems for evidence, and manual report writing. There is no single place to compare standards or run repeatable assessments at scale.
Matrix replaces that patchwork with one configurable platform: design frameworks, run assessments, collect evidence and interviews, and generate AI-driven reports — so every evaluation is repeatable, evidence-based, and ready for accreditation or improvement.
Meet Matrix: Configurable. AI-Powered. Built for Scale.
Matrix is one integrated platform that connects framework design, assessment execution, evidence and documents, interviews and surveys, and AI-powered maturity reporting. It supports multiple frameworks and standards — including PMBOK, ISO, and custom models — so accreditation bodies, consultancies, and enterprises can run consistent, scalable evaluations without rebuilding the core system.
The Matrix Ecosystem
Framework Builder
Create and manage custom maturity and competency frameworks: prospectives → dimensions → criteria → statements. Use AI-assisted generation, standards alignment, and document parsing (PDF, Word, Excel) to speed design. Support multiple frameworks and default or custom structures.
Assessment Runner
Run assessments step by step: select prospectives and dimensions, rate statements, upload evidence, and complete interviews and surveys. Full progress tracking, document library with parsing and "View JSON," and full Arabic/English and RTL support.
Evidence & Documents
Upload and tag documents; link them to statements. Client-side parsing for PDF, Word, and Excel with JSON extraction stored for reporting and automation. View, search, and use evidence inside maturity reports and gap analysis.
Interviews & Surveys
Attach interviews and questions to assessments. Optional voice recording with automatic transcription (e.g. Whisper). Dedicated survey response and detail views — all integrated in the same assessment flow.
Maturity Reporting & AI
Generate maturity reports with current practices (strengths), gap analysis, and AI-generated recommendations. Optional perspective-level AI narrative analysis. In-app AI assistant for support. Configurable AI providers and prompts.
Demo & Self-Assessment
Self-service signup with business email and organization wizard. Run demo assessments with gamification, badges, and certificates. Invite team members; self-service upgrade with Stripe and SADAD (KSA). Admin tools for lead scoring, rankings, and email campaigns.
Admin & Operations
User and organization management, roles and permissions, backup and restore. Client and job-title management, notifications, and in-app documentation. Full-account and demo user management, trial extension, and conversion support.
One Platform. Four Audiences.
- Accreditation bodies & regulators — Standardized, repeatable assessments; AI-assisted report analysis; multi-framework and tiered accreditation; Arabic/English and RTL.
- Consultancies — Reusable frameworks, client portals, evidence and document handling, professional reports and certificates.
- Enterprises (HR, L&D, quality) — Internal competency and maturity assessments, gap analysis, improvement roadmaps, interviews and surveys.
- Platform operators — Recurring revenue (subscriptions, QaaS), one-time upgrades, lead scoring, and campaign infrastructure.
From Framework to Action in Five Steps
Matrix guides you from framework design to actionable insights in a single, repeatable flow.
Built for Production
Frontend — React 18, React Router, i18n (Arabic/English, RTL), Chart.js/Recharts, Lucide React.
Backend — Node.js, Express; 150+ REST endpoints; JWT and role-based access.
Data — PostgreSQL (Supabase); migrations and backup/restore.
AI — OpenAI (GPT, Whisper for transcription); configurable.
Payments — Stripe and SADAD (KSA); webhooks and plan/status APIs.
Documents — PDF, Word, Excel parsing (client and server); JSON extraction and storage.
Why Matrix
- Industry standards — PMBOK, ISO, and custom frameworks in one platform.
- Scalable — From single teams to large accreditation and enterprise programs.
- Arabic & English — Full RTL and i18n for MENA, GCC, and KSA.
- Cloud-based — Access frameworks, assessments, and reports from anywhere.
- AI-powered — Gap analysis, recommendations, and narrative analysis.
- Evidence-based — Document parsing and linking so reports are grounded in uploaded evidence.
- Monetization-ready — Subscriptions, tiered plans, Stripe and SADAD for conversions.
Built for Real Workflows
- Education & accreditation — Institutional and programmatic accreditation, micro-credentials, e-learning and blended learning quality, Quality-as-a-Service (QaaS), pre-accreditation and mock reviews.
- Government & authorities — School and early childhood accreditation, evaluation and monitoring bodies, compliance and standards alignment.
- Corporate — Organizational maturity, competency assessments, HR and L&D, quality and process improvement.
- Regional focus — Arabic/English and RTL position Matrix for KSA, GCC, and MENA.
Part of Something Bigger
Matrix is built to support national and sector-wide quality and transformation goals. It aligns with initiatives such as institutional and school accreditation, evaluation authorities, and continuous improvement programs — one platform for repeatable, evidence-based assessment at scale.
From Concept to Production — We're Ready
Coordinate with your technical team — Discuss integration, frameworks, and deployment.
Launch a proof of concept — Run a scaled pilot to validate the platform in your context.
Let's Talk About Assessment at Scale
"Whether you represent an accreditation body, a consultancy, an enterprise, or a platform operator — we want to hear from you."
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