How does an AI service connect to a construction platform?
There are three practical routes. The first is the platform's API, which lets software read records such as RFIs, mail or documents and, with permission, create or update them. The second is the project mailbox: consultants, subcontractors and the platforms themselves send email, so reading one shared inbox captures much of the traffic without touching the platform. The third is a scheduled export, where a register is exported as a spreadsheet each day or week and read from there. Many builders start with the mailbox or an export and add an API connection once the workflow has proved itself.
What does Procore require?
Procore describes its API as resource-oriented and RESTful, with OAuth 2.0 authentication and a sandbox environment for developing and testing API calls. Tools built for the wider Procore user community are published through the Procore App Marketplace. Involve your Procore company administrator before any testing starts, because they manage your account's users and permissions and will need to approve the connection. Ask the provider which Procore tools the integration reads, whether it writes anything back, and how it behaves when a user's permissions change part way through a project.
What does Oracle Aconex require?
Oracle states that all Aconex APIs are RESTful and that every integration with Aconex must be registered. It distinguishes customer integrations, built for internal use by an Aconex customer, from partner integrations published by Oracle technology partners. A custom integration built for one builder is registered by that customer. Oracle suggests testing against a Training and Practice project before connecting live projects. Each API module, such as Mail and Documents, has its own version, and older versions are eventually deprecated and removed. The API returns errors when concurrency or request-frequency limits are exceeded, so the integration has to slow down and retry.
What does Buildxact require?
Buildxact issues a subscription key that identifies your company to its API. You request it through the developer portal and Buildxact's team approves it, after which each session also needs a bearer token to access your tenant data. Buildxact allows 100 HTTP requests in a 30-second period and returns a 429 response when that is exceeded. Its documentation says the subscription key should be kept in a secrets store. For builders who estimate and run jobs in Buildxact, check which records the API exposes for your plan before scoping a workflow around it.
When is a shared mailbox the better starting point?
A mailbox is often where documents first arrive: a broker emails a renewed certificate, a consultant replies to an RFI, or a subcontractor sends a payment claim to whoever they last dealt with. Reading one shared inbox needs only mailbox access, so it is quicker to approve and easier to test. For a first workflow that only needs to read and alert, such as spotting payment claims or renewed certificates, that can be enough. The limits below decide when an API connection becomes worth the extra setup.
Whichever route you choose, agree which system holds the master record. If the platform is the register of record, the automation should propose changes for a person to accept there, rather than keeping a second register that slowly drifts from the first.
- Nothing is written back into the platform, so a person still updates the register.
- The same document can arrive several times, and duplicates have to be merged.
- Attachments behind download links may expire before they are read.
- Documents sent to personal inboxes are missed unless forwarding rules exist.
What should you test before connecting live projects?
Start read-only, on one project or a test project, with access approved by your platform administrator. Check that the service reads the record types you expect and ignores the rest. If write-back is in scope, confirm it creates drafts or review tasks rather than issued correspondence. Force a rate-limit error and a lost connection to see whether items are retried or dropped. Change a user's permissions and confirm the service loses access. Keep a log of every action the integration takes so a contract administrator can trace any register entry back to its source.