AI-estimated travel costs and real-time budget visibility for every event
A real-time database software company replaced manual airfare and hotel research with Airtable AI agent fields that auto-estimate travel costs per attendee, roll up to a total event budget, and feed directly into a fund request workflow, cutting budget preparation from hours to minutes.
The problem
Event planners researched airfare and hotel costs manually for each attendee, looking up rates based on departure city, destination, and travel dates. This process was time-consuming, inconsistent between planners, and produced estimates that could be outdated by the time the fund request was submitted.
With no formula-driven cost model in place, budget visibility depended on whoever had last updated a spreadsheet, and over-and-under spend against the approved budget was tracked separately or not at all. The gap between planning and finance approval created delays and required repeated back-and-forth to gather supporting data.
What they built
The team built an event planning base in Airtable where each attendee is listed with their departure location. AI agent fields query live airfare and hotel pricing to estimate the travel cost for each person, accounting for flights, hotels, and per diem rates based on the event location and dates. Totals roll up automatically to a summary budget record.
A budget rollup formula tracks spending against the approved amount and surfaces over-and-under figures in real time. When the budget is ready, event planners submit fund requests directly through Ramp via an integration, using the Airtable record as the source of truth rather than compiling a separate document.
The outcome
Event planners now start with an AI-generated cost estimate for every attendee rather than researching rates one by one. The full budget, including flights, hotels, and per diem, assembles in minutes. Planners spend their time reviewing and adjusting estimates rather than sourcing raw data from travel sites.
Finance teams receive fund requests with itemized, formula-driven cost breakdowns rather than manually assembled spreadsheets. Over-and-under spend is visible in real time throughout the planning cycle, reducing the chance of budget surprises and making the approval process faster and more transparent.
Inside the solution
Event Planning and Budget Management
Events and Experience Management
- Attendee and location tracking for each event
- AI-driven travel cost estimation for flights, hotels, and per diem per attendee
- Budget rollup and over-and-under spend tracking
- Fund request submission via integration with a spend management platform
- Manual travel cost research for each attendee
- Inaccurate and inconsistent budget estimates across planners
- Time-consuming fund request preparation
- No real-time visibility into budget vs. actual spend
- Budget preparation completed in minutes rather than hours
- Accurate, data-driven cost estimates powered by AI
- Real-time over-and-under spend tracking throughout the planning cycle
- Reduced manual effort for event planners and finance teams
- Consolidated attendee, budget, and fund request data in one place
- Product Operations
- Events
- Finance
- Ramp
- AI web search
Event Planning & Budget Management
Plan every event from one base: list attendees with their departure cities and AI fields instantly draft airfare, hotel, and per diem estimates that roll up to a live total budget with real-time over/under tracking against the approved amount. Automations spin up a draft fund request for every new event, flip the event to Budget Approved the moment its fund request is approved, and email Finance a Monday digest of every active event's budget position.
How Airtable automates event budget estimation and fund requests
List attendees and configure AI cost estimation fields
Roll up costs and track budget vs. actual spend
Submit fund requests through an integrated spend management platform
FAQ
Frequently asked questions
AI agent fields in Airtable query live flight and hotel pricing based on each attendee's departure location and the event destination and dates. The field returns an estimated cost that populates the attendee record automatically, replacing the manual process of looking up rates for each person.
Yes. Each attendee record stores that person's departure city, and the AI cost estimation field uses that location to calculate a travel estimate specific to their itinerary. The rollup field aggregates all individual estimates into a total event budget regardless of how many origin cities are involved.
A formula field computes the difference between the current rolling budget estimate and the approved budget amount. As attendee counts change or estimates are updated, the over-and-under figure recalculates automatically, giving planners and finance teams a current picture without manual reconciliation.
Airtable is connected to the spend management platform so that planners can initiate a fund request directly from the event record. The cost breakdown from Airtable populates the request, removing the need to export data or rebuild the budget in a separate submission form.
Yes. Each event is a separate record in the base with its own attendee table, budget rollup, and fund request. New events can be created by duplicating a template record and adjusting the destination, dates, and attendee list. The AI cost fields re-run automatically for each new configuration.