Intelligence
AI & Data Platforms
Turning data into actionable intelligence with purpose-built AI and analytics platforms.
We architect AI-enabled systems and data platforms that help teams make better decisions, automate workflows, and surface insights at scale. Our work spans analytics, ML pipelines, recommendation engines, and data products tailored to your industry's information needs.
What we build
AI that earns its place in production.
Most AI initiatives stall between prototype and production. We specialize in the unglamorous parts — evaluation, deployment, and monitoring — that make the difference between a demo and a durable product capability.
Data strategy & architecture
We design data platforms — warehouses, lakehouses, and operational stores — that handle today's volume and tomorrow's questions. Schema design, ingestion patterns, and governance all built in.
Analytics & decision tooling
Self-serve dashboards, embedded analytics, and operational reporting that put trustworthy numbers in front of the people who actually make calls.
AI & machine learning
From LLM-powered features to classical ML pipelines, we build models that ship — with the evaluation, monitoring, and feedback loops that keep them honest in production.
Responsible AI & governance
Model cards, evaluation harnesses, drift monitoring, and access controls that meet your industry's regulatory bar — without slowing the iteration that makes AI valuable.
Where it pays off
Use cases we've delivered against.
Every industry has a handful of moments where intelligence transforms the business. We focus on those, not on chasing AI for its own sake.
Automated decisioning
Underwriting, fraud detection, dynamic pricing, eligibility checks — workflows where machine speed and consistency change unit economics.
Personalization & search
Recommendation engines, semantic search, and segment-of-one experiences that pull customers deeper into your product.
Operational intelligence
Forecasting, anomaly detection, and predictive maintenance applied to supply chain, infrastructure, and revenue operations.
Knowledge work assistants
Retrieval-augmented copilots and internal AI tools that compress hours of work into minutes for your domain experts.
Toolkit
Pragmatic, modern, vendor-flexible.
We build with what works for your data gravity and team. Below is a representative slice of the platforms we operate.
- Snowflake, BigQuery, Databricks, Redshift
- dbt, Airflow, Dagster, Prefect
- Kafka, Kinesis, Pub/Sub, Fivetran
- Python, PyTorch, scikit-learn, Hugging Face
- OpenAI, Anthropic, Bedrock, Vertex AI
- LangChain, LlamaIndex, vector databases (pgvector, Pinecone, Weaviate)
- MLflow, Weights & Biases, Evidently
- Looker, Metabase, Tableau, Streamlit
Why it matters
Outcomes the business can measure.
- A data platform that powers smarter decisions and more efficient operations.
- AI capabilities designed for measurable business impact, not just experimentation.
- Improved product experiences through personalization, prediction, and automation.
- Scalable data systems built for growth, compliance, and future innovation.
Ready to start?
Let's talk about your intelligence initiative.
Whether you're scoping a new product or modernizing an existing platform, our team can help you map the path forward.