Services
Five things we build, and what you get
Every engagement ends with artifacts you own. Below is what each service includes, how long it runs, and the kind of work we do.
Data platforms
We build the warehouse, the pipelines that fill it, and the models on top. Your analysts get clean tables. Your leaders get numbers that match across every dashboard.
Typical timeline
8 to 16 weeks
Deliverables
- A warehouse on BigQuery, Snowflake, or Postgres
- Ingestion pipelines with monitoring and alerts
- A dbt project with tested, documented models
- A semantic layer and metric definitions
- Runbooks for on-call and backfills
Example projects
- Replaced 40 spreadsheets and a nightly cron with a governed warehouse and a dbt project the analytics team now owns.
- Built a near-real-time pipeline from an operational Postgres to BigQuery so finance stopped waiting until morning for yesterday's numbers.
Custom software
We build the application your business runs on. TypeScript, React, and a backend that matches your load. We ship in small increments so you see progress every week.
Typical timeline
10 to 20 weeks
Deliverables
- A production web application
- A documented HTTP or GraphQL API
- A test suite and CI pipeline
- Deployment configuration and environments
- An architecture document your engineers can extend
Example projects
- Built a claims intake application that cut a 3-day paper process to same-day, with an audit trail for compliance.
- Replaced a brittle internal PHP tool with a typed React and Node application the in-house team now maintains.
Cloud infrastructure
We set up your cloud so it is repeatable and safe to change. Everything is defined in Terraform. New environments come up from a pull request, not a wiki page.
Typical timeline
6 to 12 weeks
Deliverables
- Terraform modules for your environments
- A CI/CD pipeline with staged rollouts
- Networking, IAM, and secrets configuration
- Observability with logs, metrics, and alerts
- A cost breakdown and tagging scheme
Example projects
- Moved a company off click-ops into Terraform so a new region is a reviewed pull request, not a two-week project.
- Rebuilt a staging environment that matches production, so bugs get caught before customers find them.
Internal tools
We build the tools your operators use every day. Admin panels, approval flows, and dashboards that fit the real process. Fewer tabs, fewer mistakes, less copy and paste.
Typical timeline
6 to 12 weeks
Deliverables
- An internal web application with role-based access
- Dashboards tied to your live data
- Workflow and approval flows
- Audit logging on sensitive actions
- A handoff guide for your operators
Example projects
- Built an operations console that merged 5 vendor portals into one screen for a support team.
- Shipped an approval workflow that gave finance a real audit trail in place of an email thread.
AI integration
We put language models to work where they earn their place. Retrieval over your documents, drafting inside your tools, classification at scale. We measure quality before and after, so you know it holds up.
Typical timeline
4 to 10 weeks
Deliverables
- A retrieval pipeline over your own content
- Model integration inside your product or tools
- An evaluation harness with real test cases
- Guardrails, logging, and cost controls
- A short report on what works and what does not
Example projects
- Built a retrieval assistant over 12 years of support tickets so agents find prior resolutions in seconds.
- Added a drafting step to a claims tool that gives adjusters a first pass to edit rather than a blank box.
Not sure what you need?
Send us a note about the problem. We will tell you what fits, and when something is not worth building.
Have a project? Let's talk.
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