Front Office AI Workspace
Front-office teams are already building with AI. When central technology can't keep pace with the desk, traders, quants, and analysts wire up their own spreadsheets, scripts, and notebooks, and that shadow tooling quietly becomes a compliance, code-review, and observability problem. 3forge gives the front office a governed workspace to access, transform, and visualize data safely, so they can move at desk speed without creating risk.
The Challenge
The Desk Builds Faster Than IT Can Govern
Whether IT sanctions it or not, business teams build at their desks, because demand for new data views, calculations, and tools outpaces what technology can deliver. The result is a sprawl of spreadsheets, scripts, and notebooks that no one can fully see, secure, or support.
End user tooling outpaces IT
Demand for new views and calculations outstrips delivery capacity, so traders and quants build their own spreadsheets, scripts, and notebooks at the desk to get the job done.
Limited Oversight and Challenge
Desk-built tools live outside sanctioned systems, with no audit trail, no enforced entitlements, and no oversight, leaving supervisors and independent risk exposed to activity it cannot observe.
No code review, no guarantee of controls
Ad-hoc code ships without review, testing, or version control. A single broken formula, stale connection or data can put real capital at risk.
Fragile Business Continuity
When a desk tool fails, the standard monitoring and support framework is unaware and unable to investigate or address the issues without the help of the end user, prolonging outages and delaying critical decision-making that relies on the output of the application.
The 3forge Approach
A Governed Workspace for the Front Office
3forge gives front-office teams a best-in-class environment to access, transform, and visualize data, inside the same governed platform technology and compliance already trusted. Because it is an all-in-one runtime, the risks that come with desk-built tooling have nowhere to live: there are no exotic third-party dependencies to vet, no way to bypass entitlements, and no blind spots in the audit trail. Business users get the speed and freedom they want; the firm keeps the visibility and control it needs.
Key Capabilities
What You Can Build with 3forge
Governed Data Access
Reach feeds, databases, and internal services through 3forge's entitled access layer, so every query respects the same row- and column-level permissions the firm already enforces.
Transform In Place
Shape, join, enrich, and aggregate data in SQL and AMIScript inside the workspace, with no exporting to spreadsheets, no exotic libraries, and no data leaving the governed environment.
Build and Visualize at Desk Speed
With or without AI assistance, compose real-time tables, dashboards, and views in the browser-based workbench, giving the front office the freedom to iterate without filing a ticket.
Focused Innovation
As a scalable runtime, 3forge contains a rich and secure foundation for data acquisition, processing, and visualization. This allows business users to focus their efforts on the business-differentiating logic that matters most.
Entitlements by Default
Access, masking, and entitlements are applied at the platform layer, so there is no opportunity to miss a permission or expose data a user should never see.
Contained and Observable
With business innovation happening within the 3forge controlled and proven framework, supervisors and independent risk have access to operational logs, version history, and rich instrumentation.
Get started
Ready to see it live?
Book a 30-minute demo with a 3forge solutions engineer and see a governed front-office workspace built on real data.