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Platforms
Purpose‑built AI platforms from Magsoft.
Our platforms show how artificial intelligence, document processing, language technology, and software engineering come together on real operational and public‑sector problems.
Platforms
Each platform began as a specific operational bottleneck — documents that couldn’t be processed at scale, official communication that never reached its audience, public projects with no window into them — and was engineered into a system people use every day.
Document Intelligence
Turning scans, PDFs, forms and records into structured, validated, audit‑ready data.
Language & Localization
Regional‑language translation and multi‑dialect synthesis that keeps official meaning intact.
Civic Transparency
Public-facing dashboards that make projects, records and status visible to the people they affect.
01 · Intelligent Document Processing
DocuStructura AI
Magsoft’s flagship document‑intelligence platform — it goes beyond OCR to understand structure, extract fields and tables, cross‑check the maths, and flag exceptions for review.
- Scans, PDFs, Forms, Invoices, Contracts
- Table & Line-Item Extraction
- Validation Logic & Exception Flagging
- Excel / Sheets / Tally XML / TSV / CSV output
- Nine Document Modules
- Private, Local‑Processing Option
02 · GovTech & Localization
Government Documents Native Language Translation (Project Aparant)
A multi‑year sovereign-AI initiative for the Konkani language — 7 dialects across 3 scripts, combining a fine‑tuned language model, speech recognition and voice synthesis. Its native-language translation component is already running in production.
- 7 Konkani Dialects, 3 Scripts
- Legal & Administrative Terminology Preserved
- Dialect-Aware Speech Recognition
- Text‑to‑Audio Synthesis for Wider Access
- Government & Municipal Portal Integration
- Region‑Locked Hosting and Audit Logging
03 · Archival Document Intelligence
Vintage AI Document Translator
Archival Portuguese‑era legal and property documents are difficult to read and slow to translate. This engine transcribes pre‑1961 deeds and land records into English of a standard suitable for certified translation — surfacing every uncertain reading rather than hiding it.
- Pre‑1961 Portuguese Deeds, Land Records and Legal Instruments
- Three‑Tier OCR Routed by a Per‑Page Legibility Score
- Two Models Cross‑Check; Disagreements Flagged, Never Auto‑Resolved
- Reconstruction Engine Backed by a Legal‑Terminology Knowledge Base
- Append‑Only Audit Trail Across Every Pass and Edit
- Approval‑Based Accounts; Keys Never Exposed to the Browser
04 · Civic Technology
Public Transparency Dashboard
Makes information about public projects, infrastructure and civic operations easier to access and understand — built for municipal projects, environmental facilities and public works.
- Public Project Information Display
- Status Reporting & Structured Updates
- Document & Notice Publishing
- Searchable Project Records
- Citizen‑Facing Information Panels
- Live Example — Sonsodo Facility, Margao
How a Platform Gets Built
The same method behind all three.
Understand the Workflow
The users, the documents, the decisions and approvals — and the exact point where the work slows down.
Design the Model & Schema
What “structured” means for this domain — the fields, the rules, the acceptable output.
Build & Validate
Tested against real documents and real language, with cross‑checks and exception handling built in.
Deploy & Hand Over
Private or region‑locked where governance requires it — structured so the operator can run it.
Team Magsoft
Have a platform idea or a workflow problem?
The same technology principles behind Magsoft’s platforms can be applied to new products, business processes, and specialized organizational requirements.