The Public API already returns what your models calculate. Now it also returns how they calculate it: the formula, dimensions, and aggregation behind every variable.

✨ What's new

A new endpoint returns a model's full logic, one entry per variable, the same logic you get from the model download, now available programmatically. Pass a scenario to retrieve that version's formulas.

📈 What you can do

• Access your model logic programmatically to audit how your models are built, for example spotting variables that are missing dimensions, or to document and store it in your own tools.
• Coming soon: access to model logic through the MCP, so Abacum's AI can reason about how your models are built, not just the numbers they return.

⚙️ How it works

Request a model's logic by its id to get every variable with its formula, dimensions, aggregation, and formatting. Add an optional scenario to include that version's formulas. Same OAuth2 authentication, read scope, and super admin access as the rest of the Public API. You can download the full API documentation from Company Settings > API > Download API documentation.

Until today the Public API only gave you model-related information. We are now adding dataset-related data it gives you the data behind them too, both as it first arrives in Abacum and after Abacum has cleaned and enriched it.

✨ What's new

You can now pull dataset data straight from the Public API at two stages. The raw version is the data exactly as it came in from your integration, untouched. The processed version is the same data after Abacum has been transformed, adjusted, and mapped to dimensions, which is the version your models actually use. A new endpoint also lists every dataset in your organization along with when it last synced, so you can pull what you need automatically.

📈 What this unlocks

• Keep your systems in sync: check that the data in Abacum matches your source system, and use Abacum as your single enriched source for everything downstream.
• Feed other tools directly: send clean, ready-to-use data into your BI, analytics, or data science stack without building a model first. You can now use the power of Abacum's ETL to pipe clean and supervised data to your LLM's directly.
• See the full picture: compare the raw and processed versions to understand exactly what Abacum changed.

⚙️ How it works

List your datasets to find the one you want, then request either the raw or the processed version. Abacum returns a secure download link that you can limit to a specific date range. Access works the same way as the rest of the Public API and is available to super admins. The updated API documentation is downloadable from Company Settings > API > Download API documentation. You can also check the documentation from the Academy here.

We're live on the SuiteCloud Developer Network. Abacum's AI-native FP&A platform is now an officially certified Built for NetSuite SuiteApp, bringing real-time planning, forecasting, reporting, and scenario modeling directly into the NetSuite ecosystem.

✨ What's new

• Tighter, certified connection between NetSuite actuals, dimensions, and Abacum's planning layer.
• Faster install and provisioning for new NetSuite customers, with the security and governance standards expected from a certified SuiteApp.

⚙️ What it means for existing customer

If you're already running Abacum with NetSuite, your integration keeps working exactly as it does today. No setup, no reconfiguration, no action required.

Over the next few weeks, we'll migrate existing connections to the new SuiteApp with no business impact (no dataset changes, no downtime, no data-re-syncs, no impact on your close...) Your CSM will reach out before your account is moved.

Working with a system that doesn't have a native connector? The new Import API lets you import data into Abacum directly through a single API call, no manual exports required.

This unlocks Abacum for any data source you previously couldn't connect: proprietary systems, internal databases, or custom data pipelines your engineering team controls.

✨ What's new

The Import API lets your engineering team load data into a pre-configured Abacum dataset on any schedule. It's offered through a new endpoint, POST /public-api/load-data, that accepts CSV files and loads them into a pre-configured dataset, processed through the same pipeline as native integrations.

⚙️ How it works

Configure the dataset once in the UI with Import API as the connection type and a sample file to define the typing layer. From then on, calls to POST /public-api/load-data route data straight into the right dataset.

The request takes the file, the dataset_code, and the months it covers. Use the optional override flag to replace data for those months, otherwise data is appended.

Learn more here: Import API.

Contact your Customer Success Manager to activate it for your organization.

We're excited to announce a new native integration with Rillet, bringing your financial data directly into Abacum.

✨ What’s new?

You can now connect your Rillet instance and import key financial data and reports into your workspace:

• Accounts
• Journal Entries
• Trial Balance Report
• Contracts & Contract Line Items
• Waterfall Report — choose between MRR or ARR breakdown (defaults to ARR)

🚀 Getting started

Simply generate an API token in your Rillet account and connect it from Abacum. 

We’ve upgraded our Campfire connection from S3 to a fully native integration. You now have direct access to more granular reports and faster data refreshes.

✨ What's new

This integration offers the connection to multiple reports that can be used in different ways:

• Expanded reporting. Connect directly to Transactions and Trial Balance financial reports.
• Granular revenue modeling. Pull contract, subscription, and customer-level data for higher forecasting precision.
• Automated department details. Sync internal IDs to your department codes automatically.

⚙️ How to set up

1. Access integrations. Go to the Integrations section in the Abacum sidebar.
2. Select Campfire. Choose the new "Campfire" integration option (not the "via S3" version).
3. Authenticate. Enter your Campfire API token.

Learn more about this on Abacum Academy.

👉 Note: If you are currently using the legacy "Campfire via S3" connection, we recommend creating a new connection using the native "Campfire" option to access these new reports.

You can now sync hiring and headcount planning data directly from TeamOhana with our new native integration.

✨ What's new:

This integration brings all your headcount and hiring data into Abacum, including salaries, departments, locations, start dates, hiring details, and custom fields, so you can keep workforce plans and forecasts automatically up to date.

How to set it up

1. Go to Integrations in the Abacum sidebar.
2. Select TeamOhana.
3. Enter your TeamOhana domain and API token.

✨ What’s new

We’ve upgraded our Amazon S3 integration to support IAM Role-based authentication. This provides a more robust connection that simplifies the setup process while meeting the highest security standards.

⚙️ How it works

While we still fully support Access Keys for those who prefer them, IAM Roles are now our officially recommended approach.

Instead of using a permanent "password," your AWS account establishes a trust relationship with Abacum:

• Enhanced security: Abacum uses temporary, short-lived credentials that expire automatically.
• Smart handshake: A unique External ID ensures that only your Abacum environment can access your specific S3 bucket.
• Minimal maintenance: No more worrying about rotating or expiring Access Keys.

You can choose your preferred method the next time you set up or update your connection. You can learn more about this on Abacum Academy: 👉 Amazon S3 Bucket Integration.

We are excited to announce that Maxio integration is now available! 🎉 You can now sync your billing and revenue data seamlessly to drive your financial forecasts.

⚙️ How does it work?

To ensure maximum flexibility, we are launching it with three dedicated connection paths:

• Maxio Reports: This connection pulls your pre-computed reports directly to Abacum. 
• Maxio SaaSOptics: This connection syncs raw data tables specifically from SaaSOptics.
• Maxio Chargify: This connection syncs raw data tables specifically from Chargify.

To get started, navigate to the Integrations page, search for Maxio, and simply select the connection option that matches your specific data environment.

📚Learn more: Link.