Python for data, automation and AI
Data pipelines, automation and AI services where the ecosystem does the heavy lifting.
Where Python earns its place.
Python is where data engineering, automation and AI meet. We use it for the work that benefits from its ecosystem — pipelines, extraction, model serving — with the same typing and testing discipline as any production service.
Ecosystem advantage
Mature libraries for data, documents and ML.
Production discipline
Typing, tests and packaging, not notebooks in production.
Odoo-native
The same language extends your ERP.
What businesses use it for.
Data pipelines
Ingestion, transformation and quality testing for analytics and AI.
Document automation
OCR, extraction and validation for invoices, contracts and forms.
AI services
Retrieval, evaluation and model-serving components behind product features.
What we do with it.
Data engineering
Batch and incremental pipelines with tests and lineage.
- Ingestion and CDC
- Transformation and modelling
- Data quality tests
AI and ML services
Retrieval, evaluation harnesses and inference APIs.
- RAG components
- Evaluation tooling
- Inference services
Automation
Scheduled and event-driven automation with monitoring.
- Workflow automation
- Document processing
- Alerting
How delivery runs.
- Step 01
Assess
Understand the current state, constraints and the outcome that justifies the work. Current-state review · Requirements and success criteria · Costed target design
- Step 02
Build
Deliver in short increments with review points the business can act on. Incremental delivery · Automated testing · Documentation as we go
- Step 03
Operate
Monitor, support and hand over so the platform survives the project team. Monitoring and alerting · Runbooks and training · Optional managed support
What it sits alongside.
Core
- Python
- FastAPI
- Pydantic
- Celery
Data
- pandas
- dbt
- Airflow
- PostgreSQL
AI
- LangChain
- pgvector
- Transformers
- OCR toolchains
Where we apply it most.
Practices that deliver this work.
Where we deliver this.
- India
- KSA
- UAE
- Oman
- Qatar
- USA
- UK
Proof from comparable engagements.
How we think about this work.
Take the detail with you.
Lucidspire company profile
Capabilities, delivery model and engagement options in one document.
Questions we are asked first.
Ready to build with it?
Talk to us
Share your Python brief
Tell us the outcome you need. We will come back with the approach, the shape of the team and the timeline.
Talk to us