Miriva

We design and build software systems for financial markets, digital-asset operations, and business automation

We design algorithms, integrate APIs, and build systems for real-world operation — from trading bots and crypto infrastructure to AI-powered business-process automation.

We do not try to do everything. We take on projects that require engineering judgement, integrations, automation, and reliable system operation.

How We Approach Development

Problem First, Technology Second

We do not start by choosing whatever technology is currently fashionable. We first understand the process, constraints, and outcome the system must deliver.

We Can Design the Logic Itself

If there is no existing algorithm or technical solution yet, we can formalise the problem, define decision rules, and design the system before development begins.

Built for Real-World Operation

We account for API failures, system state, recovery after outages, logging, monitoring, and other scenarios that only appear once a project moves beyond a demo.

No Unnecessary Complexity

If an off-the-shelf tool can solve the problem properly, we will not build a custom system for the sake of building one. Custom code makes sense when standard solutions are genuinely insufficient.

How We Work

01

Understand the Problem

We define the objective, process, constraints, data, integrations, and expected system behaviour.

02

Design the Solution

We formalise the logic, architecture, component interactions, and external API integrations.

03

Build

We implement the software, interfaces, integrations, and infrastructure.

04

Test and Launch

We test both key and failure scenarios, deploy the system, and verify its behaviour in the target environment.

05

Support and Evolve

We fix technical issues, adapt integrations, and develop the system as requirements change.

Have a complex problem that needs to become a working system?

Describe the process, problem, or idea. You do not need a complete technical specification for the first conversation — we only need to understand what the system should do and the environment it must operate in.