Miyar · معيار · AI decision support
Every application checked against your policy, with the clause behind every recommendation.
Miyar (معيار, “the standard”) helps government teams decide licences, permits and approvals. It reads your policies, turns them into requirements your reviewers confirm, checks each application against them and recommends approve or return, citing the exact clause. Before it goes live it is scored on cases you have already decided, and a person makes every decision.
- Recommendations cited to the exact clause
- Tested on past decided cases before go-live
- Set up by your own team, without code
Miyar · Licence renewal
APP-2026-04417- Trade licence valid on the submission dateClause 3.1
- Floor plan signed by a licensed engineerClause 3.4
- Fire safety certificate validClause 4.2.1
- Responsible manager appointedClause 4.3.1
Evaluation run 3
96 of 104
matched recorded decisions
Decision
Reviewer
a person decides
Authorized vendor to
- Ministry of Finance
- Ministry of Interior
- DGE Abu Dhabi
- Etihad Aviation
- EDGE Group
Delivered for
- Hindustan Unilever
- Nokia
- Linde
- USA Today
- JSL
Procurement-ready
- Abu Dhabi Government Procurement Gate
- UAE Ministry of Finance, federal procurement
- Registered ADNOC vendor
- National ICV certificate
Why it matters
Approvals slow down when every reviewer reads the policy differently
Policies run to hundreds of clauses, circulars keep changing them, and every application is checked by hand.
Policies nobody can hold in their head
Hundreds of clauses across standards, circulars and updates, and some of them contradict each other.
Inconsistent decisions
Two reviewers can reach different decisions on the same application, and the reason is rarely written down.
AI nobody can trust yet
A model that can’t show its clause, or prove itself on past cases, shouldn’t touch a live decision.
What Miyar does
Six tools, from the first policy to a live decision
Readiness check
A self-assessment shows whether a decision is ready for AI support: the policies, the past cases and the gaps to close first.
Policy library
Upload standards, circulars and updates. Miyar classifies and versions them, shows what changed and flags clauses that conflict.
Requirement review
Miyar extracts every requirement from the policy text, and your reviewers confirm each one before it is used.
No-code configuration
Set the checks, evidence and decision rules in plain language, test them on past cases in a sandbox and roll back any version.
Evaluation workbench
Score Miyar on decided cases before go-live: agreement with recorded decisions, whether the cited clauses hold, and every disagreement explained.
Live console
Follow live performance after go-live. Every reviewer override becomes a new test case.
How it works
From policy to a cited recommendation
- 01
Prepare
Run the readiness check and load your policies and past decided cases.
- 02
Configure
Confirm the extracted requirements and set the checks in plain language.
- 03
Prove
Score Miyar on past decisions until it meets the thresholds you set.
- 04
Decide
Reviewers get a cited recommendation on every application and make the decision.
Comparison
Miyar vs manual review
What changes when every application is checked against the same requirements.
| Feature | Miyar | Manual review |
|---|---|---|
| Policy coverage | Every requirement checked, with the clause cited | Depends on the reviewer |
| Consistency | The same checks on every application | Varies from reviewer to reviewer |
| Policy updates | Changes and conflicts flagged | Found when something goes wrong |
| Before go-live | Scored on past decided cases | No baseline |
| Accountability | Recommendation, decision and reason logged | Notes in email |
Who it’s for
Built for teams that decide against published rules
Licensing authorities
Regulators that decide licences, renewals and permits against published standards.
Government entities
Entities that approve applications, grants or requests against internal policy.
Central programme teams
Teams that roll out AI decision support across many entities and need evidence before each release.
Licensing
License Miyar on your servers or in the cloud
Miyar is sold as a software licence, not a one-off project. You choose where it runs; the product, updates and support are the same.
On-premise licence
Runs on your servers
Install Miyar in your data center, in your private cloud tenant or on an isolated network with no internet connection.
- Annual licence, priced by the number of decision types and reviewer users
- Your data never leaves your network
- Installation, training and updates included
- Support with agreed response times
Cloud subscription
Hosted for you
We run Miyar for you in a UAE data center, or in a cloud region in your country, ready in days.
- Monthly or annual subscription, priced by the number of decision types and reviewer users
- Hosting, backups and monitoring included
- Updates applied for you
- Single sign-on and role-based access
The price depends on the number of decision types and reviewer users and the support level. We reply within one business day and send a written quote after a short scoping call.
Track record
Trusted by UAE government entities and global brands.
Authorized vendor to five UAE government entities, with projects delivered for Hindustan Unilever, USA Today, Nokia and Linde.
- Startups and enterprises served by our engineering teams
- 150+
- Startups and enterprises served by our engineering teams
- Average rating on Clutch, Trustpilot and Glassdoor
- 4.9/5
- Average rating on Clutch, Trustpilot and Glassdoor
- Client satisfaction rate
- 98%
- Client satisfaction rate
- UAE government entities we are an authorized vendor to
- 5
- UAE government entities we are an authorized vendor to
Hear it from our clients
Client testimonial
E-commerceClient testimonial
HealthcareClient testimonial
E-commerceClient testimonial
E-commerce
Governance
AI that earns its place before it goes live
People decide
Miyar recommends and cites; reviewers make every decision, and nothing is issued automatically.
Evidence before release
A decision type goes live only after it meets the thresholds you set on past cases.
Full audit trail
Every recommendation, citation, decision, override and configuration change is recorded.
Your servers or UAE cloud
On-premise or in a UAE cloud region, with single sign-on and role-based access.
Book a demo
See Miyar check an application against your policy
We load a sample policy and past cases, and show the requirement review, a cited recommendation and an evaluation run, in Arabic or English.
- A live demo, not slides
- On a decision you choose
- Under NDA if you need one
4.9/5 average rating · 98% client satisfaction · 150+ clients served
FAQ
AI decision support, answered
What does Miyar do?
Miyar is AI decision support for government approvals. It reads your policies, extracts the requirements, checks each application against them and recommends a decision with the exact clause cited, for a reviewer to decide.
Does Miyar make decisions on its own?
No. Miyar recommends and explains; a reviewer makes every decision. Overrides are recorded and become new test cases.
How do we know it is accurate?
Before go-live, Miyar is scored on cases you have already decided: how often it agrees with the recorded decision, whether the clauses it cites support it, and why it differs where it does. A decision type goes live only when it meets your thresholds.
What happens when a policy changes?
Upload the new version. Miyar shows which clauses changed, were added or were removed, flags conflicts with other documents, and the change is reviewed before it is used.
Can our own team set it up?
Yes. The readiness check, policy library, requirement review and configuration are done in plain language by your team, with our specialists on hand when you need them.
Does it work in Arabic?
Yes. Policies, requirements, recommendations and screens work in Arabic and English, with full right-to-left support.
How is Miyar licensed?
As an annual on-premise licence installed on your servers, private cloud or an isolated network, or as a monthly or annual cloud subscription that we host in a UAE data center or a cloud region in your country. Both include updates and support.
Decide faster, with the clause on every decision
Book a live Miyar demo for your approvals.
Book a Miyar demo