AI that earns its place in your product.
We build assistants, copilots and prediction features that answer from your data, work in English, Arabic and French, and are tested before a single customer sees them.
What we build
Chatbots and virtual agents
Support and sales assistants for your website, WhatsApp, Telegram and mobile app. They resolve routine questions and hand over to a person when it matters.
Copilots for your team
Suggestions, summaries and drafts inside dispatch consoles, booking calendars and back-office tools, so your staff spend time on decisions.
Knowledge assistants
Ask questions of your policies, manuals and contracts and get an answer with the exact source, using retrieval-augmented generation (RAG).
Document intelligence
Read invoices, IDs, forms and reports. Extract the fields you need and check them against your rules.
Voice and language
Speech to text, text to speech and translation across Arabic, English and French, including dialect-friendly intent detection.
Prediction and analytics
ETA and demand forecasting, no-show prediction and anomaly alerts, delivered as dashboards or API calls.
How a grounded answer is made
Most business questions are not about what a model knows. They are about what your company knows. This is the path we build for that.
Your content
Policies, FAQs, tickets, catalogues, databases.
Prepare
Clean, split and tag it. Remove personal data.
Index
Store meaning as vectors next to keywords.
Retrieve
Find the right passages for each question.
Generate
A language model writes the answer from them.
Check
Verify sources, apply guardrails, then reply.
Every answer is logged, scored against test cases and reviewed, then the system improves.
Try an assistant
A scripted demonstration of how a support assistant behaves inside a ride-hailing app.
- Chatbots on web, WhatsApp and in-appCustomer service that never sleeps, with a handover to your team.
- Copilots for dispatch, booking and supportSuggestions and summaries for the people who run your operation.
- Answers from your own documentsRetrieval-augmented generation (RAG) with sources you can click.
- Arabic, English and FrenchVoice, translation and summaries across all three languages.
Scripted replies for illustration. No live AI model is called on this page.
AI inside the products we build
Taxi and ride-hailing
- Pickup and arrival time predictions from real trip history
- Demand forecasts to position drivers before the rush
- Rider and driver support in three languages
Delivery and logistics
- Route and ETA models that learn each city
- Order questions answered from live status
- Merchant assistants for menus and stock
Medical booking
- Natural-language appointment booking and rescheduling
- No-show prediction and smarter reminders
- Administrative summaries. Clinical decisions stay with clinicians.
SMS and messaging
- Intent detection and suggested replies
- Smart routing between SMS, WhatsApp and push
- Spam and abuse detection on outbound traffic
The technology behind it
We are not tied to one vendor. We pick the model, the index and the hosting that fit your privacy, cost and language needs.
Models
The reasoning engineOrchestration
Tools, memory and workflowKnowledge
Your data, searchable by meaningSpeech and vision
Hearing, speaking, readingMachine learning
Prediction and analyticsSafety and operations
Trust, cost and qualityProduct names are trademarks of their respective owners. They are listed to show what we integrate with, not as endorsements or partnerships.
How we keep AI trustworthy
Grounded
Answers come from your approved content and show their sources. If the system does not know, it says so.
Private
We choose provider tiers and regions that keep your data out of model training and inside the jurisdictions you require.
Measured
We build a test set from your real questions, score every release against it, and keep scoring after launch.
Controlled
Rate limits, spending caps, content filters and a clear handover to a human keep behaviour and cost predictable.
From idea to production
Find the job
We pick one task where AI saves real time or money and define what a good answer looks like.
Prototype
A working assistant on a slice of your data, in weeks rather than quarters.
Evaluate
We test it on real cases, fix what fails, and agree the quality bar together.
Ship and monitor
Launch behind your existing app, with dashboards for quality, cost and usage.
Questions we hear often
Will our data be used to train public models?
No by default. We use business and API tiers that do not train on your data, and we can host in the region you need. For sensitive material we can run open-weight models inside your own cloud account.
Does it work in Arabic?
Yes. We test every assistant in Arabic, English and French, and measure each language separately because quality is not the same across them.
How do you stop wrong answers?
Three layers: answers are limited to retrieved sources, an automatic check rejects unsupported claims, and a test set catches regressions before release. Hard cases go to a person.
Do we need a lot of data first?
No. Most assistants start from the documents you already have: help articles, policies, manuals and past tickets.
What does it cost to run?
Usage cost depends on traffic and model choice. We set budgets and caps, pick the smallest model that meets the quality bar, and report cost per conversation.
Not sure where AI fits? Start with one task.
Tell us what slows your team or your customers down. We will tell you honestly whether AI is the right tool and what a first version would take.