From signal to approved decision
Haleef is an Arabic-first communications operations platform. It monitors what is said about your organization, understands it in dialect and context, recommends a reasoned decision, drafts material that meets Saudi regulations, and measures the impact on your reputation — always with a human in the loop.
The gap we close
Monitoring alone is not enough
Market tools are either broad with shallow Arabic, or deep in Arabic dialects but stop at monitoring and reporting. Haleef does not compete on the number of sources — it competes on the time from signal to approved action.
Broad, shallow Arabic
Huge source coverage, but Arabic is not the design language and data is hosted outside the Kingdom.
Deep Arabic, no operations
Good dialect understanding, but work ends at the report; decisions and execution stay manual.
Haleef
Closes the full loop: signal, understanding, reasoned decision, approved ready-to-publish material, and measured impact. Our operational target is under 15 minutes from a crisis signal to a reviewed response draft.
How it works
One communications operations loop
Every signal passes through five stages. Nothing is published externally before the compliance gate and approval by an authorized user.
Monitor
Collect signals from digital media and social platforms through licensed channels into one stream.
Understand
Sentiment, stance, sarcasm and dialect analysis; entity extraction; issue and narrative clustering.
Decide
Prioritization and early warning, with reasoned recommendations that show their sources.
Execute
Statements, responses and talking points in your voice, then compliance review and human approval.
Prove
Impact on the reputation index and periodic reports produced automatically.
What sets it apart
Pillars that are hard to copy
Reputation graph
A live graph linking your organization to stakeholders, journalists, influencers and issues.
Dialect and context engine
Sentiment, sarcasm and intent classified at dialect level — Najdi, Hijazi, Gulf and more.
Communications agents
Specialized agents for monitoring, crises, drafting, media relations and compliance, under mandatory human oversight.
Built-in compliance gate
Every generated item is checked against content rules and AI-in-media ethics before approval, with mandatory labeling.
Sovereign hosting
Customer data, processing and backups stay inside Saudi Arabia.
Part of the Alliance
Works with the Baseerah decision-intelligence platform within the AI Alliant ecosystem.
Who it's for
For communications teams under pressure
Government entities
Public opinion monitoring, daily leadership briefs and crisis management.
PR agencies
Multi-client workspaces and white-label reports.
Large enterprises
Corporate reputation health, share of voice and investor relations.
SMEs and startups
Press releases, media lists and coverage measurement.
Non-profits
Awareness campaigns and their measured impact.
Sovereignty and compliance
Governance is part of the product, not an add-on
Designed for the Saudi regulatory environment from day one.
- Human in the loop: no external publishing without approval by an authorized user, recorded with name, time and version.
- Source attribution: every claim in a draft links to its source; drafts with unsupported claims are rejected automatically.
- Mandatory labeling: AI-generated or AI-assisted material carries an auditable label.
- Personal data protection: aligned with the Personal Data Protection Law, with automatic deletion per retention policy.
- Immutable audit log: for every view, generation, approval and publication.
- Data residency: processing, backups and encryption keys inside the Kingdom.
Founding customer program
Help shape Haleef
We are working with a small number of entities and agencies in Riyadh to build the platform around real needs. Tell us about your communications challenges.
info@aialliant.com