Platform
The same project.
The same picture.
An invoice in the office. A photo on site. A bid waiting for review. Bring the work into one project record, with connections to the tools your team already uses.

The connected workflowIllustrative example
Different work. A shared record.
Punch List & Tasks
Site photos become detected, labelled, assigned issues.
Explore →AI readsConstraAP
Invoices and documents are extracted and matched.
Explore →AI readsConstraBid
Bids with different wording are aligned into comparable rows.
Explore →RecordAI Time Clock
Site hours roll into project budgets.
Read more →
AI Time Clock + MCP
Site hours. Project budgets.
Hours logged on site roll straight into the project budget, so the office sees the same numbers as the crew.
MCP + APIs
Keep your tools. Connect them.
MCP and APIs link ConstraLabs to the systems your team already runs, such as accounting, email and task tools. You do not replace anything to get started.
Multiple project accounts
One group can run several project accounts.
See pricing →Nimbus
One AI companion across invoices, email and tasks, built on the same MCP links.
Meet Nimbus →Good work starts
with a conversation.
Bring an invoice, a bid package or a few site photos. We’ll walk through what your team could do with them.