PILLAR 01AI & Custom RAG Solutions
Useful AI systems grounded in your workflows and information.
- Custom AI agents
- LLM and API integrations
- Retrieval-augmented generation
- Predictive analytics
We design and build the intelligent workflows, software products, and data foundations that help growing businesses move forward.
PILLAR 01Useful AI systems grounded in your workflows and information.
PILLAR 02Connect business tools and remove repeatable manual steps.
PILLAR 03Production-minded products, applications, APIs, and backends.
PILLAR 04Reliable pipelines and clear, analytics-ready data.
Data services remain a core part of our engineering work, whether they support reporting, an application, or an AI workflow.
Connect APIs and data sources.
OAuth and key-based auth, rate-limit-aware clients, and a connection test that runs before anything else does.
Collect reliable, structured data from multiple platforms.
Scheduled or incremental extraction with pagination and checkpoints; backfills and replay depend on source history and API limits.
Clean, normalize, validate and model the data.
Type coercion, deduplication, currency and timezone normalization, and referential checks that fail loudly.
Load data into the appropriate database or warehouse.
PostgreSQL, a cloud database, or a warehouse - chosen for the query patterns you actually have, not the logo.
Build analytics-ready data models.
Conformed dimensions, agreed metric definitions, and tables shaped around the questions people keep asking.
Power BI, Tableau or custom React dashboards.
Reporting built against the same models, so two surfaces can never quietly disagree about one number.
Cloud foundations, technical SEO, and engineering workflow software can be scoped alongside a product or data engagement.
Cloud architecture, deployment pipelines, and observability shaped around your application and data workloads.
Discuss scopeSite structure, metadata, performance, and crawlability improvements for software products and content sites.
Discuss scopeCustom engineering tools and software integrations for computer-aided design workflows.
Discuss scope