Migrating from Spreadsheets
The spreadsheet that quietly runs your desk is often the biggest hidden risk on it. What starts as a quick tactical tool ends up holding mission-critical operations together with buried formulas, emailed copies, and stale numbers no one can audit. 3forge changes that. It connects to your spreadsheets and every source that feeds them, then turns the whole workflow into a governed, real-time application, so your team keeps the speed and flexibility they love and leaves the fragility behind.
The Challenge
The Spreadsheet That Runs the Business Is Also the Biggest Risk in It
The same flexibility that makes spreadsheets the default tool makes them dangerous when the stakes are high. As a workbook grows from a tactical helper into a system of record, it accumulates hidden formulas, conflicting copies, and undocumented steps that no one fully owns. Some of the industry's most expensive failures, from rogue trades to valuation misstatements, trace straight back to a single spreadsheet error.
No audit trail, no version control
Logic lives in hidden cells and scattered scripts, and files are shared by email. There is no line-by-line history, no record of who changed what, and conflicting copies multiply into data silos.
Stale and fragmented data
Without live updates, teams work off yesterday's numbers and drifting copies. Manual refreshes and missing timestamps make it impossible to verify how fresh a figure is or to reconstruct it for an audit.
No real access control
Spreadsheets have no single sign-on, no role-based entitlements, and no real security boundary. Critical processes depend on a handful of people, turning ordinary staff turnover into key-man and compliance risk.
Breaks under real-world load
Large datasets slow the file to a crawl, complex instruments are error-prone to price, and real-time data is out of reach. The heavier the workload, the more fragile the spreadsheet becomes.
The 3forge Approach
Bring the Spreadsheet Into a Governed Real-Time App
3forge converts the spreadsheet into a governed, real-time web application. It takes the spreadsheet once, as the blueprint for its layout and logic, then connects directly to the live sources the data actually comes from: databases over ODBC, Python and C++ processes, and message buses, FIX, and market feeds, pulled into a single in-memory model. No local copies of data are left sitting in a file, and entitlements are applied to the data as it is fed in, so each user sees only what they are cleared to see. The logic that hid in cells becomes versioned, source-controlled AMIScript. The manual, emailed workflow becomes an automated, audited pipeline. And the spreadsheet itself becomes a web application with the same familiar grids, tables, and real-time pivot trees through LivePivots™, now backed by single sign-on, role-based entitlements, millisecond timestamps, and Git. After the migration there are no spreadsheets left to maintain: everything analysts liked stays, and the risks they could never see are gone.
Key Capabilities
What You Can Build with 3forge
Connect to Virtually Any Source
Pull the data the spreadsheets depended on straight from its origin: databases over ODBC, Python and C++ processes, REST services, FIX, and messaging, all into one governed model.
Read Spreadsheets and PDFs Directly
Ingest existing spreadsheets and PDF documents as live inputs, so you migrate the workflow without first rebuilding every upstream source by hand.
Real-Time, Always-Fresh Data
The in-memory model updates the instant data changes, with millisecond timestamps on every record. No manual refresh, no stale copies, no guessing how current a number is.
Governed Access and Full Audit
Single sign-on, role-based entitlements, and line-by-line audit trails replace open files. Every change is attributed and reconstructable for compliance and regulatory review.
Logic and Code Under Source Control
Hidden formulas and scattered macros become versioned AMIScript managed in Git. Onboarding is fast, behaviour is transparent, and key-man risk disappears.
Familiar Views, Built for Scale
Tables, heatmaps, and real-time pivot trees through LivePivots™ give analysts the spreadsheet feel over millions of rows, in a web app that holds up as data grows.
Get started
Turn your most fragile spreadsheet into a real-time app
Bring your most problematic spreadsheet to a 30-minute demo and watch a 3forge solutions engineer turn it into a governed, real-time application on the application fabric.