Services
Python, Automation, AI work.
Tell us what is slowing your team down. We reply within one business day.
AI & LLM integrations
LLM and agent features in the workflow: extraction, cleaning, research loops. Cloud APIs, local models, or hybrid, including fine-tuning when rules alone fall short.
Best for
Teams who know where AI could help and need it built into the product or process.
What that usually includes
- Scope the useful parts of the problem
- Cloud APIs, local models, or fine-tuned small models
- Evaluation, review, and audit trail
- Working path plus handover notes
Automation & internal tools
Python scripts, bots, CLIs, and small services that remove manual work inside your team. Built to run in production.
Best for
Teams drowning in repetitive tasks.
What that usually includes
- Workflow mapping and a concrete scope
- Python tooling and a clear architecture
- Integration with existing systems
- Handover and documentation
Data mining, integrations & pipelines
Get data in and out of the systems that matter: collectors, scrapers, APIs, queues, transforms, and the glue between systems.
Best for
Products and processes that depend on external data, fragile syncs, or broken pipelines.
What that usually includes
- Data mining and collectors
- API and webhook integrations
- Pipelines that feed the systems
- Monitoring hooks and documentation
Have something to build?
Email info@mbitai.com with a short description, a repo, or a list of problems.