AlphaForge
Active projectTrading journal and analytics platform.
- React
- TypeScript
- Python
- PostgreSQL
Mani Systems
Custom software, business systems, analytics, and automation — designed around how your business actually works. Practical AI where it earns its place, in systems your team can maintain and scale.
Capabilities
Most engagements draw on more than one. An AI feature still needs an application around it and a data model behind it.
Selected work
Trading journal and analytics platform.
AI-powered assistant integrated into a modern portfolio.
Financial news analysis and summarisation tooling.
Process
The same four steps on every project, whatever the scope.
Understand the business problem and requirements before writing any code.
Define the product, architecture, and user experience so the build has a target.
Develop, integrate, test, and refine the solution in working increments.
Launch, monitor, and improve as real usage reveals what matters.
Stack
A restrained look at the technologies actually used to build these systems — nothing listed for appearances.
Typed, component-driven front ends. The layer people actually touch.
Service layers and API contracts that hold up once the prototype stops being the point.
Storage and modelling — the part that makes a dashboard trustworthy.
Applied model work — integration and structured output, rather than demos.
About
Mani Systems builds custom software, business systems, analytics, automation, and practical AI for businesses that need systems built around how they work.
We work on the parts of a business that are genuinely technical: the systems that need to be built rather than configured, the automation that is worth doing properly, and the data that should drive a decision instead of a guess.
The approach is technology-first. We start from the problem, decide what the right architecture is, and build it to be maintained — not to be abandoned the year after launch.
Most work sits across more than one practice area. An AI feature still needs an application around it, a data model behind it, and a workflow that makes it useful on a Tuesday morning rather than only in a demo.
We would rather build a small number of things properly than a large number of things approximately.
The name
Mani Systems takes its name from four words. It describes the kind of work we do rather than promising an outcome.
MANI SYSTEMS
Modern Automation & Network Intelligence
Modern software. Intelligent automation. Connected systems. Data-driven technology.