The Intelligence Layer

Four AI Agents.One Unified Pipeline.

Each agent is a specialised system trained on thousands of Arabic business documents. They don't just translate — they see, understand, and reconstruct every element of your slides.

01
Contextual Translation Engine

Translation Agent

Not word-by-word translation. This agent analyses the full context of each slide — the domain (finance, legal, medical), the register (formal vs. conversational), and the terminology graph — then produces Arabic that reads as if it were written natively. Multi-pass architecture ensures consistency across your entire deck.

Multi-pass architectureDomain detectionTerminology locking
Multi-Pass Translation
FinanceFormalGCC dialect
PASS 1: Context scan
Domain: Financial reporting · Register: Board-level
PASS 2: Term mapping
"market cap" → "القيمة السوقية" (GCC standard)
PASS 3: Full translation
بلغت القيمة السوقية ١٢.٤ مليار دولار في الربع الثالث
Spatial Reconstruction
Not mirrored. Reconstructed.
02
Agentic Visual Comprehension

Layout Agent

Arabic reads right-to-left, but converting a slide layout isn't a simple mirror. This agent uses visual comprehension to understand the spatial relationships between every element on your slide — text boxes, images, diagrams, whitespace — then reconstructs the layout so it reads naturally in Arabic while preserving your design intent.

Spatial reasoningVisual comprehensionDesign preservation
03
Semantic Data Transformation

Charts & Data Agent

Charts tell stories through visual hierarchy — axis direction, label positioning, legend placement. This agent understands the semantic meaning of your data visualisations and re-renders them so the story reads correctly in right-to-left. Bar progressions, timeline flows, and comparison layouts are all inverted to match Arabic reading patterns.

Axis inversionLabel localisationVisual storytelling
Data Flow Inversion
Q1
Q2
Q3
Q4
LTR Original
RTL Adapted
Quality Audit Matrix
Translation consistency98%
Typography coherence100%
RTL layout integrity96%
!Chart axis direction87%
Cultural appropriateness100%
Spacing & alignment94%
96 / 100 quality score
04
Cross-Slide Consistency Engine

Quality Agent

The final agent performs a full audit across every slide in your deck. It checks for translation consistency (the same English term should map to the same Arabic term throughout), typography coherence (font sizes, weights, spacing), cultural appropriateness, and visual alignment. Every slide gets a quality score before it reaches you.

Full-deck auditTerminology lockingQuality scoring

See the agents in action

Upload a presentation and watch all four agents process your slides in real time.

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