Skip to content
Get onboarded

Home / Software Engineering

Data, AI & Intelligent Automation

Make your data work — then let AI do the repetitive work.

Software Engineering 6 capabilities 5 delivery stages Stack: Databricks · Snowflake · Apache Spark

We help organisations build a reliable data foundation and apply AI where it pays back: forecasting, churn prediction, document processing, intelligent search and secure generative-AI assistants grounded in your own content.

See all capabilities →

What you get

  • Use-case portfolio & business case
  • Data platform
  • Models / assistants in production
  • Monitoring & governance

Outcomes we measure

Hours automatedModel accuracyAdoption

Talk to an expert

Share your requirements — our team responds within one business day.

Start onboardingContact sales
01

Data engineering

Pipelines, lakehouse and data quality.

02

BI & dashboards

Self-service analytics with Power BI and open-source tools.

03

Machine learning

Prediction, classification and anomaly detection models.

04

Generative AI assistants

Retrieval-augmented chat over your documents with access control.

05

Document AI

Extract data from invoices, contracts and forms (Arabic & English).

06

Process automation

RPA and workflow automation for repetitive tasks.

  1. 01IdentifyUse cases & value.
  2. 02PrepareData access & quality.
  3. 03PrototypeProof of value in weeks.
  4. 04ProductioniseMLOps & security.
  5. 05MonitorAccuracy & drift.
KPI

Hours automated

Manual work removed

KPI

Model accuracy

Precision / recall

KPI

Adoption

Active users of insights

Reference design — adapted to your environment, vendors and compliance requirements during discovery.

SOURCESINGESTLAKEHOUSEINTELLIGENCEUSEERPCRMBillingFiles / PDFsIoT / logsPipelinesbatch · streamingBronzerawSilverclean · joinedGoldbusiness-readyML modelsforecast · churnLLM + RAGyour documentsDocument AIAR / EN OCRDashboardsPower BIAI assistantchatAutomationworkflowsGOVERNANCE · access control · audit · data residency · quality monitoring
Data & AI platform · reference design

Select a stage of the data & AI platform.

DataPython, SQL, Spark, Kafka, PostgreSQL, data warehouses
AI/MLscikit-learn, TensorFlow, PyTorch, LLM APIs and open models
GovernanceRole-based access, audit logs, data residency options
BIPower BI, Grafana, embedded analytics

Technology & vendors

Data platform

  • Databricks
  • Snowflake
  • Apache Spark
  • Kafka
  • PostgreSQL
  • ClickHouse

AI & ML

  • Python
  • PyTorch
  • TensorFlow
  • Hugging Face
  • LangChain
  • Generative AI

Automation & BI

  • UiPath
  • n8n
  • Power BI
  • Metabase
Will our data leave the country?

Not if you need it to stay — we design for in-country hosting and private model deployment where required.

Related

Related services

Digital Transformation

Digital Transformation Consulting

A clear, phased roadmap that aligns technology investment with business outcomes — with measurable milestones at every stage.

Explore Telecom

Telecom Integration, Data & Automation

Connect BSS, OSS, network and partner systems through TM Forum Open APIs, events and automation — and turn the data…

Explore Software Engineering

System Integration & APIs

Enterprise integration, master data, BPM and data migration that make your platforms work as one.

Explore

Ready to extend your team or transform your operations?

Tell us about your business — onboarding takes five minutes and goes straight to our delivery team.

Start onboarding Talk to sales