New AI Tools Speed Up Accounting Client Onboarding
The partnership between Superglue and Artifact enables accounting firms to complete a first month-end close within 30 days.
Updated on Oct. 21, 2026 in Artificial Intelligence
Live Poll
Do you trust that AI automation tools will make your professional workflows significantly more efficient?
AI lab Superglue and accounting platform Artifact have announced a partnership to automate client onboarding and the first month-end close for accounting firms. This integration allows firms to migrate and validate data across ERP systems automatically during the initial engagement phase.
Why it matters
Accounting firms typically lose significant time on manual client setup and data migration before advisory work can begin. By automating these workflows, this integration aims to shorten the time to value for new client engagements.
The integration leverages 99% median growth projections for Client Advisory Services, according to 2024 AICPA and CPA.com data. It remains unknown how much total labor cost firms will save compared to existing manual onboarding benchmarks.
The players
Superglue
A San Francisco-based AI lab specializing in enterprise data migration and validation implementations.
Artifact
An agentic AI platform designed to automate data reconciliation and workflows within accounting firm technology stacks.
The details
Superglue agents map, migrate, and validate client data across enterprise resource planning (ERP) systems such as Sage Intacct, NetSuite, Microsoft Dynamics, and Acumatica. Once this foundation is established, Artifact agents ingest, classify, and reconcile financial data to facilitate the month-end close. These agentic AI platforms perform data workflows that previously required manual entry across disparate accounting tech stacks.
Timeline
October 19, 2026: Announcement of the Superglue and Artifact partnership.
2024: AICPA and CPA.com survey period for CAS growth projections.
The Tech Race
This partnership addresses the operational bottlenecks highlighted in the 2024 AICPA and CPA.com survey on CAS growth. It marks a push to move accounting firms beyond manual integration toward fully autonomous client onboarding cycles.
Accounting firms can now execute their first month-end close during the first month of an engagement rather than waiting for extended system setup. This transition requires firms to have active accounts within supported ERP environments like Microsoft Dynamics or Acumatica.
The takeaway
Accounting firms looking to scale client advisory services should watch whether this integration successfully reduces the initial onboarding window for new clients. Track future updates regarding which additional ERP platforms are added to the Superglue data validation stack.
Further reading
Explore more on how firms are deploying automation tools in the Artificial Intelligence section.
Source note: This article includes information reported by CPA Practice Advisor.
Live Poll
Do you trust that AI automation tools will make your professional workflows significantly more efficient?
