/ 01 — DATA ENGINEERING

Data Infrastructure

Build the foundation that scales. Modern data pipelines, warehousing, and governance that keep your analytics and AI systems honest and performant.

// pipeline.etl 99.9% uptime

▸ Data ingestion → Transform → Warehouse → Analytics
▸ Real-time streaming with sub-second latency
▸ Automated data quality & monitoring

01

Data Pipelines & ETL

Reliable, scalable ingestion from any source. Transformation logic that evolves with your business, not against it.

Apache Airflow dbt Spark Kafka
02

Data Warehouse & Lakehouse

Modern cloud-native warehouses built for both analytics and AI workloads. Fast queries, cost-effective storage, governed access.

Snowflake BigQuery Redshift Delta Lake
03

Data Governance & Quality

Metadata management, lineage tracking, and quality automation. Know where your data comes from and trust it.

Great Expectations Collibra Apache Atlas
04

Cloud Architecture

AWS, GCP, Azure — we design and implement cost-effective, secure, and scalable infrastructure for your data estate.

AWS GCP Azure Terraform
05

Data Ops & Reliability

Monitoring, alerting, and incident response. Keep your pipelines running and your data team sleeping at night.

DataOps Observability
/ 02 — ANALYTICS & BI

Analytics & BI

Turn data into decisions. Real-time dashboards, ad-hoc analytics, and embedded intelligence that drive action across your organization.

// dashboard.live 24/7 monitored

▸ Real-time KPI tracking
▸ Self-service analytics for business users
▸ Embedded intelligence in operational apps

01

Dashboard & Visualization

Beautiful, performant dashboards that tell stories. Built for your audience, from executives to operators.

Tableau Looker Power BI Superset
02

Ad-Hoc Analytics

Enable your team to explore data independently. SQL training, self-service tools, and analyst support to answer new questions fast.

SQL Analytics Tools
03

Reporting & Automation

Scheduled reports, alerts, and automated workflows that keep stakeholders informed without manual effort.

Reporting Automation
04

Embedded Analytics

Intelligence built directly into your products and applications. Give your users insights without leaving their workflow.

Embedded BI Custom Development
05

KPI Design & Strategy

What to measure and why. We help leadership teams design metric trees, north-star definitions, and measurement plans.

Strategy Workshops
/ 03 — APPLIED AI

Applied AI

Machine learning and LLM systems built to ship — not to demo. Every model is evaluated, monitored, and tied to a business outcome you can measure.

// model.serve v2.3 · 99.2%

▸ Models in production with continuous monitoring
▸ Measured business impact, not vanity metrics
▸ Responsible AI practices baked in

01

LLM Applications & RAG

Retrieval-augmented systems for document search, extraction, and assistance. Evaluated rigorously — not vibes-tested.

Claude GPT LangChain Pinecone
02

Forecasting & Demand Modeling

Time-series and probabilistic models for inventory, revenue, and capacity planning. Calibrated to your operational reality.

Prophet XGBoost Bayesian
03

Classification & Recommendation

Models for routing, scoring, ranking, and personalization — with feature stores and monitoring built in.

scikit-learn PyTorch Feast
04

MLOps & Production Deployment

Model registries, CI/CD for ML, drift detection, and incident playbooks. The boring infrastructure that keeps AI honest.

MLflow Vertex AI SageMaker
05

AI Strategy & Readiness

Where AI helps, where it doesn't, and what your data needs to look like first. Clear-eyed advisory for leaders.

Advisory Roadmapping
/ 04 — ENGAGEMENT MODELS

Three ways we work together.

▲ Engagement A

Discovery Sprint

A focused 2–3 week engagement to map your data estate, surface the highest-leverage opportunities, and produce a costed roadmap. The fastest way to know what's possible.

2–3 weeks Fixed scope
■ Engagement B

Build & Ship

Project-based delivery for a defined platform, dashboard, or AI system. We architect, build, and hand over — with documentation and training included.

6–16 weeks Fixed price or T&M
● Engagement C

Embedded Team

An ongoing engineering and analytics partnership. We sit alongside your team, deliver on roadmap, and grow your internal capability over time.

3+ months Retained