Built & already running in production

Turn your assessment framework into a self-writing consulting report.

Rubriq is an AI solutions agency that builds automated assessment-to-report platforms for consulting practices. Plug in your framework — audits, quality reviews, accreditation checklists, compliance scorecards — and we turn raw scores and evidence into a finished, data-grounded report and action plan. No more nights spent writing the same report structure by hand.

We build and run the platform. Your team keeps the assessments, the judgment calls, and the client relationships.

54indicators handled in a real, live deployment
3weighted domains — configurable to any framework
<5 minfrom submitted scores to full report draft
Auto-generated report page showing a weighted domain score with per-criterion breakdown bars
The problem

Structured assessments don't scale past a handful of clients.

A real evaluation framework — dozens of weighted criteria, maturity or compliance scales, evidence requirements — is genuinely valuable. But every cycle means the same grind: collect scores, chase evidence, and manually write a structured report that reads like a consultant wrote it, one client at a time.

  • Consultants burn hours per client turning scorecards into narrative reports.
  • Consistency slips — report quality depends on who's writing that week.
  • Scoring stays trapped in spreadsheets nobody outside the team can see.
How it works

One framework in, a finished report out.

01

Load your framework

Domains, criteria, weights, and a maturity or compliance scale — modeled once, reused every cycle.

02

Clients self-assess

A guided scoring form per criterion, with evidence upload and space for supporting notes.

03

Consultant reviews

A dashboard to confirm or adjust every score before anything gets written up.

04

AI drafts the report

A full narrative report and Excel action plan — grounded only in submitted data, nothing invented.

Assessment form showing a criterion with its maturity levels and evidence upload
What ships with it

Everything past the scoring form.

AI-written narrative reports

Executive summary, per-criterion analysis, root-cause writeups, and strategic recommendations — built only from submitted scores and evidence, never fabricated figures.

Consultant review dashboard

Every submission in one place, scores confirmable or adjustable before generation, past reports saved and re-editable.

Auto-generated action plan

Recommendations translated straight into a real Excel workbook — projects, activities, and a timeline, matching your own template.

Evidence & file management

Supporting documents attached per criterion, stored securely and linked straight into the review flow.

Full assessment history

Every past cycle saved and reopenable, so clients can be tracked over time, not just scored once.

Your framework, your brand

Domains, weights, wording, and visual identity are all configuration — this deployment is one of many the same engine can run.

Proof, not a mockup

Already powering a live, multi-partner assessment program.

One live deployment: a 54-indicator capacity assessment used across a network of youth-development partners — not a prototype, not a slide in a deck. The same engine adapts to audits, quality reviews, accreditation cycles, or any structured evaluation your practice runs.

StatusLive in production
Indicators modeled54 across 3 domains (case study)
Report turnaroundMinutes, not days
OnboardingFully managed setup, no IT project needed

Want this running on your own framework?

Send over the framework you're currently assessing against — even a messy spreadsheet is fine — and we'll show you what a live version looks like on your own criteria.

Book a call

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Or just send a message

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adas.abdulmajeed@gmail.com
+966 55 084 3077