Data Panda pulls your BambooHR records into the same warehouse as your finance, sales and operations data. From one place we turn it into dashboards, workflows and custom apps that HR, finance and team leads use during the month, not only on the morning of a board meeting.
BambooHR was founded in 2008 in Lindon, Utah by Ben Peterson and Ryan Sanders, and grew to around 1,000 employees by 2021. The product is aimed squarely at small and mid-sized companies (typical customers run 50 to 500 employees) and covers the full HRIS stack: the employee record, hiring and onboarding, time-off, performance reviews, benefits administration and, more recently, payroll and compensation. Public claims put the install base at roughly 34,000 companies across 150-plus countries, with data hosting in the US, Canada or Ireland depending on the customer.
For SMB HR teams, BambooHR is the single source of truth for who works here, who is joining, who is leaving, and who is off this week. The built-in reports cover the HR weekly check-in well. The questions that sit across HR, finance and operations, like how long it really takes to fill an engineer role, what first-year attrition costs in practice, or how holiday patterns map onto the delivery calendar, need the BambooHR data next to CRM, project and time-tracking data. Our connector pulls the employee directory, hiring leads, time-off requests and policies, and the application pipeline into the warehouse, so those joins stop being a copy-paste job into a spreadsheet once a quarter.
Headcount, hiring funnel, time-off and attrition in one place, joined to finance and delivery data.
Turn hires, leavers and time-off into the right downstream work, instead of a Monday morning checklist.
Put hiring pipeline, performance and absence history behind AI that sees the full workforce picture.
Lightweight HR and people-ops tools that sit on your BambooHR data rather than on another SaaS subscription.
A list of concrete reports, automations and AI features we have built on BambooHR data. Pick the one that matches your situation.
How long does it really take us to fill a role?
Hiring lead time from requisition open to signed offer, split per role family, department and recruiter, with the stages where candidates drop off. Hiring managers see which roles quietly slip past eight weeks and which sources consistently deliver, instead of a monthly spreadsheet rebuilt from the applicant tracker.
What is our first-year attrition really costing us?
Leavers within twelve months of hire, joined to their cost-per-hire, ramp time and manager, so the total cost of early turnover is a number rather than a feeling. Patterns per team, hiring source or onboarding cohort show where the loss concentrates before the next board deck asks.
Can we see time-off and capacity on one calendar?
Approved time-off per team from BambooHR joined to project plans, on-call rotations and delivery milestones. Operations sees the weeks where capacity drops below plan, rather than four separate calendars lined up on a screen the day before the sprint starts.
Headcount and payroll commitments reconciled against the finance ledger. You see which departments are tracking above plan before the monthly close, not after.
Quota coverage against actual staffed sellers and their ramp dates. You see when a territory falls below coverage before the pipeline does.
Time-off, hiring lead time and onboarding completion in one delivery picture. The capacity plan stops being four screenshots stitched the morning of the planning call.
Approved time-off in BambooHR feeds directly into the Jira sprint planning view, so leads size the sprint against the actual engineers in seat that week rather than a default capacity. When a role is still open past its target start date, the capacity number accounts for the gap, and commitments to stakeholders reflect it rather than hiding it.
New hires and leavers in BambooHR keep the HubSpot quota-coverage view in sync with the actual staffed sales team, including ramp dates per rep. Revenue leaders see when a territory slips below target coverage because a hire is delayed or a leaver has not been replaced, weeks before the pipeline report catches it.
Approved time-off per assignee in BambooHR nets out the working days available in Asana portfolios, so project leads plan against real capacity instead of a flat forty-hour assumption. Milestones that collide with a holiday-heavy week are flagged while there is still room to rephase, rather than in a post-mortem on why the sprint slipped.
New hires, anniversaries and approved time-off in BambooHR drive the right Slack messages into the right channels: a welcome post on day one, an out-of-office note for the team channel, and a manager ping when an open role is past its target start date. HR stops running a weekly announcement queue by hand.
These are the 11 tables we currently pull from BambooHR into your warehouse. Query them directly in SQL, join them to the rest of your stack, or build reports on top.
Missing a table you need? We can extend the sync. Tell us what is missing and we will build it for you.
You keep the reporting tool you already have. We connect it to the warehouse where your BambooHR data lives.
OAuth authentication. Read-only by default. We sign a DPA and your admin keeps the keys.
Data flows into your warehouse on your schedule. Near real time or nightly, your call. You own the data.
We build the first dashboard, workflow or AI feature with you, then hand over the keys. Or we stay on for ongoing delivery.
We set up the foundation. Your team builds on top.
Best fit Teams that already have a BI analyst or data engineer and want to own the build.
We build the whole thing, end to end.
Best fit Teams without in-house BI or dev capacity. You tell us what you need and we deliver it.
You do. It lands in your warehouse, on your cloud account. We don't resell or aggregate it. If you stop working with us, the warehouse stays yours and keeps running.
Near real time for most operational systems. For heavier sources we schedule hourly or nightly. You pick based on what the reports need.
No. If you don't have one, we help you pick one and set it up as part of the first delivery. Common starting points are Snowflake, Microsoft Fabric, or a small Postgres start.
Salary, social-security equivalents and review-content fields can be kept in restricted schemas that only HR and finance roles reach, while the employee directory, time-off and headcount data powers the dashboards the rest of the business uses. Access is enforced in the warehouse, not in each dashboard, so a new report cannot accidentally expose a field it should not see.
The connector pulls the Employees Directory with its last-change timestamp, Hiring Leads and Applications with their Application Statuses, Job Summaries, the Timeoff Requests, Timeoff Types and Timeoff Policies, Employee Dependents and Company Categories. That covers the reporting surface most HR, finance and operations dashboards need without requiring a custom API job.
The BambooHR API has per-account rate caps. We schedule reads around them and use incremental extraction based on the employee last-change timestamp, so daily syncs on mid-sized tenants stay within the budget and do not compete with other in-product integrations your team relies on.
We review your BambooHR setup and the systems around it. Together we pick the first thing worth building.