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Services
Everything it takes to put AI and data to work.
Five capabilities, delivered by the same senior engineers from first workshop to production monitoring.
01 · AI ENGINEERING
RAG, agents, and LLMs that hold up in production
We build retrieval-augmented systems that answer from your documents with citations, AI agents that automate real workflows with proper guardrails, and fine-tuned or self-hosted models when data control and cost demand it.
- RAG systems with citations and evaluation sets
- AI agents & workflow automation (LangGraph)
- AI chatbots — web and voice
- LLM fine-tuning (LoRA/PEFT) & vLLM self-hosting
- Evaluation frameworks & guardrails
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02 · MACHINE LEARNING
Models that move business numbers, not benchmarks
Recommendation, churn, fraud, and forecasting — engineered with honest baselines, leak-proof validation, and monitoring that catches drift before your customers do.
- Recommender systems & personalization
- Churn prediction & retention targeting
- Fraud & anomaly detection
- Demand forecasting
- MLOps: tracking → deployment → monitoring
03 · DATA ANALYTICS & DASHBOARDS
Dashboards your team opens on Monday morning
We define the KPIs with you, wire them to trustworthy data, and build decision dashboards people actually use — then put routine reporting on autopilot so analysts analyze instead of exporting CSVs.
- KPI definition workshops & metric contracts
- Executive and operational dashboards
- Self-serve BI enablement for non-technical teams
- Automated reporting pipelines
- Ad-hoc deep-dive analyses
04 · DATA MANAGEMENT
Clean data, exactly where your systems need it
Models and dashboards are only as good as the data underneath. We build the pipelines, warehouses, and quality checks that make everything downstream trustworthy — and migrate legacy data without losing a row.
- ELT pipelines & orchestration
- Warehouse design (PostgreSQL, BigQuery, Redshift)
- Data quality checks & contracts
- Legacy migrations with reconciliation reports
- Documentation your next hire can follow
05 · CLOUD INTEGRATION
Infrastructure that deploys in minutes, not days
We architect on AWS with infrastructure as code, containers, and CI/CD — so releases are boring, rollbacks are one command, and your bill is something we optimized on purpose.
- AWS architecture & cost review
- Docker & ECS/Fargate containerization
- Terraform infrastructure as code
- GitHub Actions CI/CD pipelines
- Monitoring, alerting & zero-downtime cutovers
Tell us what you're trying to build or fix.
We reply within one business day.