AI Services & Solutions

Open-AI

Google

Azure

Build practical AI that
moves your business
forward.

We design, build and maintain AI-powered products and workflows that improve customer experience, reduce manual effort and open new revenue streams. _ Consult & Strategy. Identify where AI adds value, define success metrics and a delivery roadmap. _ Design & Build. Ship reliable models, services and interfaces that integrate with your existing stack. _ Operate & Improve. Monitor, govern and iterate so the system stays accurate, safe and cost‑efficient.

Core AI service lines

The AI Innovation
Journey

Core AI service lines

Executive and team workshops
Use-case discovery and prioritisation
Feasibility assessments and ROI modelling
Data audits and readiness reviews
Responsible AI and risk assessments

Deliverables: Opportunity map, north-star metrics, architecture options, phased roadmap.

Data sourcing, ingestion and quality checks
ETL/ELT pipelines, lakehouse and warehouse design
Feature stores and data catalogues
Master data and identity stitching
Privacy, governance and access controls

Stack options: Databricks, Snowflake, BigQuery, Redshift, Azure Synapse, Airbyte/Fivetran, dbt.

Forecasting and time-series models
Personalisation and recommendation engines
Propensity, churn and LTV modelling
Anomaly detection and risk scoring
Computer vision for quality, safety and OCR

Tech: scikit-learn, XGBoost, LightGBM, PyTorch, TensorFlow, OpenCV.

Private chatbots and knowledge assistants
Document understanding and summarisation
RAG (Retrieval-Augmented Generation) systems
Code assistants and workflow copilots
Content generation with approval workflows

Models & tooling: OpenAI, Anthropic, Google, Azure OpenAI, Llama, embedding stores, vector DBs.

Multi-step AI agents that execute tasks across apps
Email, ticketing and CRM triage
Form filling and report generation
Human-in-the-loop review interfaces
Orchestration, guardrails and fallback logic

Orchestration: LangChain, Semantic Kernel, Temporal, Celery, Airflow, serverless.

Entity extraction and text classification
Topic clustering and intent detection
Speech-to-text, text-to-speech and call analytics
Multilingual search and translation

Tools: spaCy, Hugging Face, Whisper, custom ASR/TTS, Elasticsearch/OpenSearch.

OCR for invoices, receipts and IDs
Layout parsing for PDFs and scanned forms
Visual inspection and defect detection
Retail shelf and price-tag intelligence

Approach: Pre-trained models plus fine-tuning on your data, with human review loops.

CI/CD for models and prompts
Online/offline evaluation and A/B tests
Drift, bias and toxicity monitoring
Cost controls, caching and rate-limit handling
Secret management, key rotation and audit trails

Platforms: MLflow, Weights & Biases, Azure ML, Sagemaker, Vertex AI, Kubernetes.

CubeZoo AI Advantages

Why CubeZoo for AI

End‑to‑end delivery

Product, data, engineering and UX under one roof.
Practical first

We focus on use cases that prove value quickly, then scale.
Secure by design

Enterprise security, privacy and compliance baked into every layer.
Time‑zone aligned

South Africa and UK footprint with EU delivery capability.