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What we build

Five things we build.Each one says where AI fits.

We build the systems a business runs on, the kind it can’t afford to have go down or quietly get a number wrong. Here is the work, and the plain role AI plays in each.

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Systems unification & integration

Your tools finally talk to each other.

The unglamorous work that makes everything else possible: your CRM, accounting, documents, and identity connected into one coherent layer, including the legacy systems nobody wants to touch.

The role AI plays

None. This layer is deliberately deterministic.

Representative work

  • Legacy desktop software bridged to modern cloud tools
  • Single sign-on across every internal app
  • Decades of records reconciled into one client master

Workflow & approval automation

The busywork between them disappears.

The handoffs between your people and systems, engineered away. Requests route, documents file, approvals chain, and statuses sync, all without anyone copying data between tabs.

The role AI plays

Minimal. Rules decide; AI only drafts or summarizes where useful.

Representative work

  • Multi-step approval graphs with full attribution
  • Automated document generation and delivery
  • Cross-system status sync (one update, everywhere)

Document intelligence

Your invoices and forms read themselves.

Invoices, contracts, applications, and forms read for you: extracted to a schema, validated against your business rules, and routed to a person whenever anything is uncertain.

The role AI plays

Core, with validation and a review queue around it.

Representative work

  • Invoice capture into accounting with line-item validation
  • Contract and form data extracted to structured records
  • Exception queues so people only see the hard cases

Custom portals & platforms

The software your operation needs, built to fit.

When off-the-shelf tools run out, we build the operational platform you actually need: client portals, field-team apps, and back-office consoles, on a modern, fast, low-maintenance stack.

The role AI plays

Where it earns its place: assistants and summaries inside a deterministic app.

Representative work

  • Client and subcontractor portals with e-sign and documents
  • Field inspection and reporting tools
  • Back-office consoles replacing spreadsheet sprawl

Reporting & visibility

Numbers that agree, and that you can trace.

Dashboards and reporting built on the unified layer, so your numbers finally agree with each other: they come from one source of truth, with the audit trail to prove it.

The role AI plays

Optional: plain-language summaries on top of exact figures.

Representative work

  • Executive dashboards fed by reconciled data
  • Operational reports generated and delivered on schedule
  • Drill-down from any number to the records behind it

Not sure where to start?

We start with one painful workflow and grow from there. Answer two questions and we’ll point you to the smallest useful first step.

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