Xario · AI Workflow Systems

Reliable AI,grounded in your work.

We help businesses cut repeated work — customer questions, document review, internal Q&A — with AI that knows your business and your data.

2–4weeks

From kickoff to live

Fixed scope. Fixed cost. No surprises.

100%

Answers you can trust

Every reply cites your own documents.

AR · EN

Arabic and English

Built in from day one — not bolted on.

Monthly

We keep improving it

Performance reviewed and tuned every month.

Three things. One outcome.

01

Knowledge Assistants

An AI that answers your customer and staff questions from your own documents, website, and policies — in Arabic and English. Hands tough cases to your team.

Live in 2–4 weeks · Fixed-scope project

  • Customer support
  • Reception
  • Internal Q&A
02

Document Workflows

Stop manually processing forms, invoices, and reports. AI reads each one, pulls the key info, and routes it to the right person.

Live in 3–6 weeks · Fixed-scope project

  • Forms
  • Invoices
  • Reports
03

Ongoing AI Care

We watch your AI in real use, update what it knows, and keep your costs predictable. Your system keeps getting better — without you having to think about it.

Monthly retainer · Cancel anytime

  • Live assistants
  • Document flows
  • Cost control

The problems we solve.

Not “AI transformation.” Specific, repeated work that quietly costs your team hours every week.

Staff answer the same questions all day.

We build · An assistant answers the routine ones from your approved knowledge.

Impact · Your team spends its time on the cases that actually need a person.

Knowledge is buried in PDFs, sites, and people’s heads.

We build · We make it searchable by meaning, in Arabic and English.

Impact · Anyone finds the right, approved answer in seconds — not emails.

Documents and requests get processed by hand.

We build · A workflow reads, sorts, and routes each one automatically.

Impact · Faster turnaround, fewer missed details, nothing lost in an inbox.

Generic AI tools don’t know your business.

We build · We connect them to your data, rules, and escalation paths.

Impact · You get answers you can trust — grounded and under control.

You see plain results. We handle the engineering.

For the technical stakeholders on your team — here's what runs under the hood, and why your business can trust it.

01 · Sources
02 · Processing
03 · Reasoning
04 · Output
DocumentsWebsiteFAQsInternal KBEmbeddingsRAG RetrievalFine-tune · LoRAReasoning · LLMRLHF · FeedbackEvaluationCited AnswerHuman ReviewAction · Routing

Hover a technique below to trace it through the pipeline.

Why teams work with us.

Plenty of people can wire up a chatbot. Fewer can build the system around it — and stay to keep it working.

01

Strategy

We start with the workflow, not the model.

We find the repeated work that costs you most and design the system around your data, people, and risks — not around whatever tool is trending.

02

Engineering

We are engineers, not just prompt writers.

We build the integrations, dashboards, pipelines, and deployment around the AI — so what you get is a real system, not a demo that breaks in production.

03

Ownership

We stay after launch.

Source citations, evaluation, monitoring, and monthly tuning come standard. We keep the system accurate as your business and the models change.

Consulting

Advice on where AI fits, and what to buy, build, or integrate.

Fixed-scope project

One workflow, fixed cost, live in weeks. The most common start.

Technical partnership

Ongoing retainer to run, tune, and expand your AI systems.

Beyond AI

We build the whole system, not just the AI.

AI is one layer. We also design and build the software, web platforms, and infrastructure around it — and each of these on its own. One team for the whole system.

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Custom software & applications

Internal tools, admin panels, workflow systems, and reporting built around how your team actually works.

  • Dashboards
  • Workflow tools
  • APIs
  • Reporting

Web & product platforms

Marketing sites, portals, e-commerce, and multisite platforms — modern, fast, and built to scale.

  • Next.js
  • React
  • CMS
  • E-commerce

Infrastructure & deployment

Secure hosting, reverse proxies, containerization, and monitoring — the layer that keeps everything running.

  • Docker
  • Linux
  • Nginx
  • Cloudflare

Technical consulting

Architecture reviews, build-vs-buy decisions, and a clear roadmap when you need direction before you build.

  • Architecture
  • Strategy
  • Roadmapping
  • Audits

Three phases. No buzzwords.

01

Audit

We find where to start.

A short discovery: we map your repeated work and pick the one project that pays back fastest.

02

Build

We build it. You start using it.

Assistant, dashboard, or document workflow — built, tested with your team, and handed over in weeks.

03

Improve

We keep it sharp.

Every month, we review how it’s performing and tune what isn’t working — so it keeps earning its keep.

Start with one workflow

One repeatedtask.One system. Done.