ml-connector
FreshBooksBambooHR

FreshBooks and BambooHR integration

FreshBooks runs invoicing, expenses, and small-business accounting. BambooHR runs people data: who works here, their role, their department, and their employment status. Connecting the two keeps the staff and expense people in FreshBooks in step with the HRIS, so new hires, role changes, and terminations do not have to be re-entered by hand. BambooHR is an HRIS with no vendors, invoices, or GL accounts, so the flow runs one direction, from BambooHR into FreshBooks. ml-connector handles the very different logins on each side and moves the data when BambooHR signals a change.

How FreshBooks works

FreshBooks exposes clients, invoices, bills, bill vendors, expenses, payments, and a chart of accounts through its REST accounting API, with most paths scoped under an account ID obtained from the identity endpoint after login. Authentication is OAuth 2.0 authorization code only, with one active refresh token per user that rotates on every refresh. Pagination is offset-based with a page size capped at 100 records, and there is no separate sandbox, so development runs against a real account. FreshBooks can also send outbound webhooks for resources such as invoices, expenses, and clients, though delivery latency is not guaranteed.

How BambooHR works

BambooHR exposes employees, job information, compensation, employment status, and time off through a REST API on a per-company subdomain, where the subdomain forms part of every URL including the OAuth authorize and token endpoints. New applications must use OAuth 2.0 authorization code, and access tokens last one hour with a refresh token issued only when the offline_access scope is granted. Employee fields are explicit, so each field has to be named in the request. BambooHR pushes employee created, updated, and deleted webhooks with a lightweight payload that carries the employee ID and changed fields, signed with an HMAC-SHA256 header.

What moves between them

Data moves from BambooHR into FreshBooks. ml-connector reads employees from BambooHR along with their job title, department, and employment status, and creates or updates the matching staff and expense people in FreshBooks so the two systems agree on who is active. Department from BambooHR job information is carried onto FreshBooks expenses so spend can be attributed to the right team. Terminations in BambooHR flag the corresponding FreshBooks records as inactive using the soft-delete pattern rather than a hard delete. Because BambooHR has no vendors, invoices, or GL accounts, ml-connector never writes financial records back into BambooHR.

How ml-connector handles it

ml-connector stores both credential sets encrypted and runs two separate OAuth logins: the BambooHR token endpoint is scoped to the company subdomain, while the FreshBooks token endpoint sits on a shared host but every accounting path is scoped to the account ID it pulls from the FreshBooks identity endpoint after consent. It refreshes each token on its own clock, taking care that FreshBooks rotates its refresh token on every use so the latest one is always saved. BambooHR sends a lightweight webhook when an employee changes, so ml-connector verifies the HMAC-SHA256 signature, then calls the BambooHR employee endpoint and names each field it needs, since BambooHR returns only the ID by default. Employees map to FreshBooks staff and expense people; BambooHR department maps to a tag on FreshBooks expenses. When FreshBooks throttling returns HTTP 429 or BambooHR returns 503, ml-connector backs off and retries, and every record carries a full audit trail and can be replayed if a downstream call fails.

A real-world example

A forty-person digital marketing agency bills clients in FreshBooks and tracks staff expenses there, while running all of its people data in BambooHR. Before the integration, every new hire had to be added by hand in FreshBooks before they could log expenses, departed staff lingered as active expense people for weeks, and expenses were not consistently tied to the team that incurred them. With FreshBooks and BambooHR connected, a new hire in BambooHR becomes a FreshBooks staff and expense person automatically, a termination marks that record inactive, and each expense is tagged with the person's department, so the finance lead can see spend by team without chasing the HR sheet.

What you can do

  • Create and update FreshBooks staff and expense people from BambooHR employees, so the two systems agree on who is active.
  • Carry BambooHR department onto FreshBooks expenses so spend is attributed to the right team.
  • Flag FreshBooks records inactive when BambooHR marks an employee terminated, using the soft-delete pattern.
  • Bridge the BambooHR subdomain OAuth login and the FreshBooks account-scoped OAuth login, refreshing each token on its own schedule.
  • React to BambooHR employee webhooks with signature checks, retries on throttling, and a full audit trail on every record.

Questions

Which direction does data move between FreshBooks and BambooHR?
Data moves one direction, from BambooHR into FreshBooks. Employees, job titles, departments, and employment status flow from BambooHR into FreshBooks staff and expense people. BambooHR has no vendors, invoices, or GL accounts, so ml-connector never writes financial records back into it.
How does the integration keep up with employee changes in BambooHR?
BambooHR sends a lightweight webhook when an employee is created, updated, or deleted, carrying the employee ID and the list of changed fields. ml-connector verifies the HMAC-SHA256 signature on that webhook, then calls the BambooHR employee endpoint to fetch the current values, naming each field it needs because BambooHR returns only the ID by default. It then updates the matching FreshBooks staff and expense person.
Why does this connection only send data one way?
BambooHR is an HRIS, not a finance system, so it has no vendors, invoices, payments, or GL accounts to receive. The useful data lives in BambooHR as people records, and the matching consumers in FreshBooks are its staff and expense people. ml-connector therefore reads from BambooHR and writes into FreshBooks, and never pushes financial records back.

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