CyberFlex

ERP migration & integration · Agentic AI · Machine learning

Nothing in your data is truly random.

Cyberflex provides senior consultants who lead enterprise ERP data migrations and integration projects on Oracle and SAP, and develops agentic AI applications and machine learning systems that put that data to work. We are also the developer of CodingDude, an agentic software development platform.

Talk to us about your project What we do
Fig. 1 160 observations fitted model, R² 0.00 40-day forecast

Services

What we do

We lead data migration and integration work on major ERP programmes, then build agentic applications and machine learning systems that get real value out of the data.

  • Migrate

    ERP data migration leadership

    We lead the data side of large ERP programmes, including Oracle Fusion Cloud ERP. Our consultants design the migration strategy, run the data teams that carry it out, and work with risk and audit until every migration is confirmed and signed off. We also develop our own agentic tool for data quality and data migration.

    • Migration strategy and design
    • Leading and overseeing data migration teams
    • Data mapping, cleansing and reconciliation
    • Risk and audit sign-off

  • Integrate

    ERP integration & project delivery

    We lead integration work on large SAP programmes, from design through switch-over and testing. When a central team runs the programme, we act as a subsidiary's lead and make sure its systems move with the rest of the group.

    • Integration design
    • Switch-over planning and execution
    • Integration testing
    • Subsidiary lead on group programmes

  • Automate

    Agentic AI applications

    We develop AI agents that carry out multi-step work across your systems: reading documents, looking up records, checking data and preparing outputs, with people approving the decisions that matter.

    • AI agents for business workflows
    • Connecting agents to ERP and business systems
    • Agentic data quality and data migration tooling
    • Agentic software development with CodingDude
    • Document reading and data extraction
    • Human approval steps and full audit trails

  • Predict

    Machine learning systems

    Forecast demand, find the customers most likely to leave, and flag transactions that look wrong. We build models on your own historical data and put the results where your team already works.

    • Sales and demand forecasting
    • Customer scoring and churn prediction
    • Anomaly and fraud detection
    • Text analysis and natural language processing

  • Report

    Data engineering & reporting

    Bring spreadsheets, databases and system exports together in one place, then build reports and dashboards that update themselves. Your managers stop waiting on month-end numbers.

    • Data pipelines and warehousing
    • Live dashboards
    • Automated management reports
    • Big data tooling and architecture

Products

Software we build

Alongside our consulting, we develop our own agentic software. Each product puts AI agents to work under the same discipline we apply on enterprise programmes.

Product · Agentic software development

CodingDude

CodingDude is our agentic software development platform. It enforces traditional software development practices on AI agents, so the code they produce meets the standard you would expect from a disciplined engineering team.

People stay in the loop throughout. Developers direct the work and approve what goes in, and the agents do the heavy lifting.

Type
Agentic software development platform
Built on
Traditional software development practices, enforced by the platform
Control
Human in the loop at every stage
Goal
Quality code, not just fast code

Product · Data quality & migration

Agentic data quality and data migration tool

Our own tool for data quality and data migration. AI agents check source data for quality problems and help carry it through migration into the target system.

Type
Software product developed by Cyberflex
Focus
Data quality and data migration
Approach
Agentic AI

How we work

From question to working system

Small steps, real data, and something you can use early. Our consulting is contracted through established consulting and delivery partners, so we slot into large programmes alongside the teams already there.

  1. Define the question

    We agree on the decision you want to make better and how we will know it worked.

  2. Look at the data

    We audit what you already have, where it lives, and how clean it is.

  3. Build a prototype

    A first model or report on your real data, so you can judge it with your own numbers.

  4. Put it to work

    We move it into production, train your team and keep it accurate as your data changes.

Work

Selected projects

Enterprise programmes where Cyberflex consultants led the work.

ERP data migration · Oracle Fusion Cloud ERP

Leading a group-wide move to Oracle Fusion

Cyberflex provided the lead consultant for a pan-African telecoms group's move to Oracle Fusion Cloud ERP, running the data migration from the centre.

We designed the migration strategy, oversaw the data teams carrying out the migrations and led some of them directly, then worked with the group's risk and audit teams to confirm and sign off each final migration.

Client
Pan-African telecoms group
Role
Data migration lead and strategy design
Scope
Migration strategy, oversight of data teams, risk and audit sign-off
Platform
Oracle Fusion Cloud ERP
Engagement
Through a contracted delivery partner

SAP integration · Project delivery

Subsidiary integration lead on two SAP programmes

A global fuel company ran its SAP migration centrally. Cyberflex was the subsidiary's integration lead, getting its integrations designed, switched over and tested so the subsidiary moved with the rest of the group.

When the company later re-implemented onto a newer SAP solution, we played the same role again, and on that programme also carried out data cleansing for them.

Client
Global fuel company
Role
Subsidiary integration lead
Scope
Integration design, switch-over and testing, plus data cleansing on the second programme
Platform
SAP, then a later SAP re-implementation
Engagement
Two programmes, through a contracted delivery partner

About

A small team that reads the data first

Cyberflex (Pty) Ltd is a data science and software company based in Mogale City on Gauteng's West Rand, led by Norman Faught and Sacha Carikas.

We work with South African businesses that know their data could be doing more for them. You deal directly with the people building your system, from the first conversation to the day it goes live.

“The first step in accepting data science and predictive analytics is the realisation that nothing is truly random.”

Norman Faught, Cyberflex

Contact

Tell us about your project

Send a short note about your organisation and what you need. Email us directly, or use the form.

Email
LinkedIn linkedin.com/company/cyberflex ↗
Based in Mogale City, Gauteng, South Africa
Opens your email app with the message addressed to info@cyberflex.io.