We design, build and operationalise solutions powered by data,
M.L. and A.I.

By forging long term relationships with clients we create exponential business value

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Clients

  • Liberty Insurance
  • Standard Bank
  • The Foschini Group
  • First National Bank
  • Woolworths Financial Services

Case Studies

Check out our past projects

Case Studies

Engagements Model

  • 1

    Thought leadership

    Our team’s position at the bleeding edge of AI technologies, combined with its entrepreneurial experience across a range of industries, helps customers identify new opportunities.

  • 2

    Investigate user problems

    Deep engagement with our customers, and their customers, allows us to gain an in-depth understanding of the problem at hand, leading to real empathy and a desire to provide a suitable, practical solution.

  • 3

    Ideate

    Numerous creative solutions are put forward and tested iteratively with customers. The key assumptions of the most promising ideas are documented.

  • 4

    Data analysis and model building

    Data is acquired, wrangled, analysed and used to build models which test the assumptions underpinning possible solutions. Key success metrics are also modelled to assess the expected viability of the solution.

  • 5

    Prove concept via POC build

    A first version of the solution is built to allow for testing with users in a live environment and key success metrics are evaluated.

  • 6

    Productionise

    Upon a successful POC, the solution is battle-hardened, prepared for scale and widespread adoption.

  • 7

    Measure

    Broad instrumentation is put in place to collect high fidelity data concerning how the solution is used and how it performs. This is continuously monitored and evaluated in order to refine the solution.

  • 8

    Manage organisational change

    Changes to the existing status quo inevitably meet resistance, therefore effectively preparing people for this change is critical to the success of a project.

  • 9

    Scale and iterate

    Changes to the existing status quo inevitably meet resistance, therefore effectively preparing people for this change is critical to the success of a project.

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Technology

  • Python
  • Scikit
  • PyTorch
  • AWS
  • JavaScript
  • React

Products we’ve worked on.

RelyComply

Artificial intelligence-driven compliance solution to manage risk efficiently and affordably for KYC, Sanctions Screening, PEP screening and anti money laundering.

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Data Seed

Dataseed applies a machine learning process to data unification to establish a single customer view.

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