Metrics & reporting stacks
Probe → ingest → warehouse → stakeholder page. Proof that field assets or programs are actually used, without standing up a full BI team.
Device / usage probes
dbt marts
Live demo
What we deliver
Fixed-scope pilots that leave you with working software
Three core delivery types with live examples below. We also take internal-tool and production-hardening engagements when the workflow is clear.
Core services · live examples
AI-assisted ops tools
Capture work where it happens, draft with AI, keep humans in control. For regulated or semi-regulated ops where unsupervised auto-write is not an option.
Voice / field capture
Human confirm
Live demo
Vertical platforms
Industry-specific systems with roles, structured records, search, and a buyer-facing browse surface. For agencies and operators still running on spreadsheets and chat.
Multi-role
Search & filters
One-click demo
Also in scope
Internal tools
Replace spreadsheet-and-email workflows with something your team runs day to day. Approvals, queues, role permissions, and the boring CRUD that keeps ops moving.
Production hardening
AI-assisted code that shipped fast but is hard to change, test, or hand off. We stabilize architecture, tests, CI/CD, monitoring, and APIs so your team can own the system.
Not sure which bucket fits?
Book a short fit call. We will map your stuck workflow to a pilot shape and tell you if we are not the right shop.