COGO DATAAI systems / data consultancy

Business problem to working system

AI and data systems for real business operations.

COGO Data designs and delivers tailored AI systems, predictive models, and data solutions for complex operational environments.

Discuss a projectExplore selected work
01 / AI.SYSTEMS02 / PREDICTIVE.MODELS03 / DATA.PIPELINES04 / OPERATIONAL.TOOLS
00Position

Technology earns its place when it improves how work gets done. We build systems around the realities of your business: its workflows, data, tools, and constraints.

Independent specialist consultancy

Business-to-business engagements

South Africa / International

01Capabilities

Built from the problem outward.

Engagements combine the right disciplines for the problem rather than forcing every problem into the same technical pattern.

01

AI systems and agentic workflows

Purpose-built systems that connect language models, internal knowledge, APIs, and operational logic.

Internal assistantsRetrievalAgent workflows
02

Predictive and decision systems

Models that support forecasting, classification, optimisation, and complex business decisions.

ForecastingPredictive modellingOptimisation
03

Data engineering and analytics

Reliable data foundations, transformation pipelines, analytical tools, and business-facing reporting.

Data pipelinesAnalyticsDashboards
04

Automation and operational tools

Workflows and systems that reduce manual effort and make recurring operational decisions more consistent.

Process automationMonitoringDecision support
Examine the capabilities
02Approach

Rigorous enough to last. Practical enough to use.

A visible, collaborative process that keeps the technical work connected to the business objective.

  1. 01Frame
  2. 02Design
  3. 03Prepare
  4. 04Build
  5. 05Transfer

Every engagement starts by defining the decision, workflow, or constraint that matters.

  • Direct communication
  • Fast, visible iteration
  • Deliberate technical choices
  • Clear delivery and handover
See how engagements run
03Selected work

Evidence before promises.

Explore selected examples from a broader body of client work, grouped by the service capability each engagement created.

AI systems11AI-Powered Sales Training and Assessment Platform01Agentic operational workflow for Lighting Products and Fixtures09SKU Matching Across Fragmented Retail Data
Predictive models03Forecasting Service Costs for Vehicle Fleet04Cattle Breeding Value Modelling12FMCG Sales Forecasting
Data engineering & analytics02Retail Member Activity Analysis06Healthcare Analytics Dashboard07Text Mining and Survey Analysis
Automation & operational tools05Educational Data Processing Automation08B-BBEE Analytics Platform10Optimised Field Worker Routing
View more selected work
04Collaboration

Focused consultancy.
Flexible delivery.

COGO Data works directly with clients and can collaborate with trusted specialists where a broader product or delivery capability is required.

Scoped projectsProofs of conceptFull solution developmentTechnical advisory