AI & MACHINE LEARNING · SAAS & TECH
AI features that make your product the obvious upgrade.
An in-product copilot, smart recommendations, AI search over your users' data, churn prediction and support automation — applied AI turns your SaaS into the smarter choice and lifts retention and expansion. We build AI features into SaaS products, multilingual (15+ languages), in-house in Dubai.
Competitors shipping AI, your team stretched thin.
Buyers now expect AI in the products they choose, and rivals are shipping it. But building copilots and RAG properly — grounded, secure, evaluated — is specialist work that pulls your team off the core roadmap. That's exactly the gap we fill.
Competitors ship AI. Buyers ask "does it have AI?" and the answer costs you deals.
Support costs rising. The same questions handled by humans as the user base grows.
Churn unpredicted. Accounts lapse without warning, when usage data could have flagged them.
Data underused. Rich product data that could power copilots and insight sits idle.
AI features, embedded in your product.
Applied AI across the product and lifecycle — so users do more, support does less, and customer success acts before churn.
In-product AI copilot
A copilot that helps users do their key jobs faster, grounded in your product so it's genuinely useful.
RAG over your data
Retrieval-augmented generation over your data, with tenancy isolation, so answers are accurate and private.
Smart recommendations & automation
Next-best-action, automation and smart defaults that make the product feel effortless.
AI search
Semantic search across your product and content, so users find and do things faster.
Churn & expansion prediction
Models on usage data that flag accounts about to lapse and those ready to grow.
Support automation
Support grounded in your docs and product, so common questions are answered instantly.
Usage & product analytics
Insight into how AI features are used and where they lift activation, retention and expansion.
API/LLM integration & guardrails
LLM and model integration with prompt, cost and safety guardrails, so features are reliable and affordable.
Monitoring & evaluation
Evaluation and monitoring so quality is measured, not assumed, and improves over time.
In the product and across the lifecycle.
We embed AI across the product and customer journey as one system, grounded in your data and evaluated in production.
From roadmap to AI in the product.
Use case & data
We find the AI features that lift activation, retention or expansion, and map your data and access model.
Prove & evaluate
We build a focused prototype, evaluate quality on real data, and confirm it before scaling.
Embed & ship
We build the feature into your product and API, with guardrails, cost controls and monitoring.
Measure & refine
We measure quality and impact in production and refine prompts, retrieval and models over time.
AI that ships — grounded and evaluated.
We build AI features that are grounded, secure and measured — not demos that hallucinate. And because we also build product and web, the AI is embedded in your stack, not a bolt-on that rots.
Grounded, not hallucinated
RAG, evaluation and guardrails so features are accurate and trustworthy in front of real users.
Build + integrate, one team
We also build your product and web, so the AI is embedded in your stack and stays maintained.
Multilingual & monitored
15+ languages (Arabic and English included) with evaluation and monitoring — for a global user base.
Before you reach out.
Let's ship AI features that actually work.
Copilots, RAG and churn prediction, grounded and evaluated — practical AI, multilingual, designed and built in-house in Dubai.
End of issue · 2026.05
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