All work

Vertical SaaS, financial market intelligence

Data-driven decision support for investors and SMEs

A SaaS platform built to help investors navigate complex financial markets, where the value is in turning dense market data into decisions people can act on.

Data scienceVertical SaaSDecision supportPublished write-up on datics.ai

Proof at a glance

Data sources
Multiple market and financial feeds
Audience
Investors and SMEs, not analysts
Delivery model
Built into the live platform, no separate tool
Delivered
2023 to 2024
  1. 01 · Existing product

    A market intelligence platform serving investors and small and medium enterprises with financial data and analysis.

  2. 02 · Problem

    High-volume, fast-moving market data was accurate but unreadable for users who are not analysts, so the analysis was not reaching a decision.

  3. 03 · Constraints

    Market data is high volume and fast moving, and the product had to stay interpretable for users who are not analysts.

  4. 04 · Why it was hard

    Analysis that is accurate but unreadable fails the user, so the modelling work and the product surface had to be designed together.

  5. 05 · AI capability added

    Analytical and intelligence features that surface signal from market data inside the platform's existing workflows.

  6. 06 · How we shipped it

    Delivered into the live platform, with interpretation built into the interface rather than left to the user.

  7. 07 · Datics role

    Data science and product engineering: modelling, the analytical pipeline and the interpretation layer inside the platform.

  8. 08 · Outcome

    Users get to a defensible decision faster, without leaving the platform to assemble their own analysis.

  9. 09 · What came next

    The same grounded data layer supports conversational analysis as a next capability.

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