Engine 01 · SW Development
The AI & data infrastructure your business runs on.
Not app development with AI sprinkled on top. We build the collection, processing, and analysis backbone — AI pipelines and custom models designed around your data.
Software, redefined by data
Conventional development
- Features first, data as an afterthought
- Dashboards that describe the past
- One-off builds that decay after handover
- Models bolted on without evaluation
- Data scattered across silos
koldaat AI infrastructure
- Data architecture first — features follow
- Predictive systems that anticipate what's next
- Pipelines that retrain and improve in production
- Every model shipped with evaluation baselines
- One governed foundation for every signal
What we build
Three capability groups, one engineering discipline.
LLM & RAG systems
- LLM/RAG knowledge systems on your corpus
- Enterprise AI agents and copilots
- Tool use and workflow automation
- Evaluation suites and guardrails
Predictive modeling
- Demand, churn, and revenue prediction
- Anomaly and fraud detection
- Recommendation and ranking systems
- Backtesting and holdout validation
Data pipelines (ETL)
- Automated ETL/ELT pipeline engineering
- Streaming and batch ingestion
- Data quality monitoring and lineage
- Warehouse and lakehouse architecture
What you receive
Assets you own outright — no lock-in.
- Production data pipelines, documented
- Custom AI models with evaluation reports
- API layer and integration endpoints
- Monitoring and retraining playbooks
- Architecture and security documentation
- Handover and team enablement
Bring us your hardest data question.
One short call is enough to tell whether we can help — and we will say so honestly. Either way, you leave with something concrete: a scoped pilot proposal, success metrics drafted, and a clear view of what your data could be doing for you. No commitment, no pressure.
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