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by Trullion · Revenue Recognition

AI-powered revenue recognition and lease accounting for finance and audit teams

Updated August 2026 · By the ERP Research Editorial Team · Independent and vendor-neutral.

Works with
NetSuiteSAPSalesforce
Deployment
Cloud
Company size
Mid-market, Enterprise
Pricing
Subscription, quote-based
Founded
2019
Headquarters
New York, NY, USA

Overview

Trullion is an AI-powered accounting platform that automates revenue recognition, lease accounting, and audit workflows for corporate finance teams, controllers, CFOs, and external audit firms. The platform extracts accounting-relevant data directly from source documents (contracts, leases, billing records) using AI trained on accounting terminology, then turns that data into structured, auditable records with full traceability back to the original source. Its revenue assurance module supports ASC 606 and IFRS 15, while its lease module supports ASC 842, IFRS 16, GASB 87, and FRS 102.

For revenue recognition, Trullion ingests revenue contracts and extracts performance obligations, renewals, pricing, and revenue-impacting clauses, then validates those terms against data held in CRM, billing, and ERP systems and flags inconsistencies. The workflow generates journal entries, disclosure reports, and waterfall/advanced reporting, and pushes validated entries back to the ERP. The revenue module is wired around Salesforce CRM and NetSuite ERP and was initially rolled out for selected verticals such as software. Trullion positions its AI as "auditable" rather than black-box, emphasizing that every output traces back to a source document so it can withstand audit scrutiny.

The broader platform includes an agentic AI assistant called Trulli that summarizes and analyzes contract data through natural-language queries, plus modules for internal and external audit (substantive testing, document matching, financial statement validation) and revenue leakage detection. Trullion is ERP-agnostic in concept but ships its deepest connectors for NetSuite, SAP, and Salesforce, and reaches additional buyers through a partner network of audit and advisory firms. The company is SOC 1 Type II and SOC 2 Type II audited (by KPMG).

Screenshots & demo

Demo video from the vendor's YouTube channel. Screenshots sourced from Trullion.

Modules & capabilities

Trullion covers 15 of 49 capabilities we track in this category

31%
  • Five-step ASC 606 / IFRS 15 model automationSupport for ASC 606 and IFRS 15
    Core strength
  • Point-in-time recognition
    Not evidenced
  • Ratable / over-time recognition
    Not evidenced
  • Usage- and consumption-based recognition
    Not evidenced
  • Milestone- and event-based recognition
    Not evidenced
  • Variable consideration estimation
    Not evidenced

“Not evidenced” means our research found no public documentation of this capability — the vendor may still offer it. Confirm on a demo.

Common use cases

  • Automating ASC 606 / IFRS 15 revenue recognition for subscription and contract-based businesses
  • Managing ASC 842 / IFRS 16 / GASB 87 lease accounting compliance
  • Abstracting lease and revenue contracts without manual document review
  • Generating audit-ready journal entries and disclosure reports
  • Detecting and accounting for lease modifications at scale
  • Supporting external audit fieldwork with substantive testing and document matching
  • Identifying revenue leakage across billing and CRM data

Strengths & considerations

Strengths

  • AI trained specifically on accounting terminology rather than generic document AI
  • "Auditable AI" positioning: every output traces back to a source document for audit defensibility
  • Covers both revenue recognition and lease accounting on a single platform
  • Distribution through a partner network of 100+ audit and advisory firms
  • Built by former Big Four CPAs, with domain depth in accounting standards
  • Supports multiple standards including the UK/Ireland FRS 102 and US GASB 87 alongside ASC/IFRS

Considerations

  • Revenue module initially scoped to Salesforce CRM + NetSuite ERP and selected verticals (e.g., software), not all stacks
  • Reviewers note reporting depth gaps, including missing rollforward reports
  • Reviewers report SAP integration could be simpler to configure
  • Large datasets can slow report processing
  • Leases with multiple renewal terms can be operationally awkward to model

ERP integrations

Open API
Bi-directional

Vendor states NetSuite is the core ERP integration target with validated entries pushed back; no dedicated connector documentation published beyond the general product description.

Open API
Bi-directional

Vendor and reviewer evidence of SAP integration for real-time compliance monitoring; no dedicated connector documentation published (reviewers note setup could be simpler).

Connector details independently verified against vendor marketplaces and documentation; last checked 2026-08-11.

Pricing

Model
Subscription, quote-based
Free trial
No

Pricing is not publicly listed; available on request via a sales demo. Also offered to companies through Trullion's partner network of audit and advisory firms. Get an independent shortlist with pricing guidance below.

Technical & security

Hosting
Cloud (SaaS)
Compliance
SOC 1 Type II, SOC 2 Type II

About the vendor

Founded
2019
Headquarters
New York, NY, USA
Employees
100+
Ownership
Private (VC-backed; investors include Aleph, Greycroft, Third Point Ventures, StepStone)
Notable customers
HMD Global, Eisai, Lemonade, Bradken, Ørsted, Mitsubishi Chemical, Cart.com, monday.com, Kemper, Taboola, Pagaya

Alternatives to Trullion in Revenue Recognition

Trullion — frequently asked questions

Which accounting standards does Trullion support?

Trullion supports ASC 606 and IFRS 15 for revenue recognition, and ASC 842, IFRS 16, GASB 87, and FRS 102 for lease accounting.

Which ERP and CRM systems does Trullion integrate with?

Trullion integrates with NetSuite and SAP ERPs and with Salesforce CRM. Its revenue recognition module is built around Salesforce CRM and NetSuite ERP.

Is Trullion's AI auditable?

Trullion positions its AI as auditable rather than black-box: every extracted figure, journal entry, and disclosure traces back to the source document, and the company is SOC 1 Type II and SOC 2 Type II audited (by KPMG).

How does Trullion handle revenue and lease contracts?

Users upload contracts as PDF or Excel; AI/OCR extracts key terms (obligations, renewals, dates, payment terms), validates them against billing/CRM/ERP data, and generates journal entries and disclosure reports.

What does Trullion cost?

Trullion does not publish pricing. It is sold on a quote basis via a sales demo, and is also available through its partner network of audit and advisory firms.

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