ShepardTri's MATRIX platform combines computer vision, NLP and machine learning to
read invoices, contracts and forms the way your team does — and hand back clean,
structured data at 95%+ accuracy.
Matching invoice to PO…Posting to SAP…Notifying finance…
ERP
Confidence 96.4%Straight-through
Trusted by industry leaders
0%
Extraction accuracy
0%
Reduction in manual work
0
Building AI since
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Regulated industries served
Solutions
AI that does the paperwork
Three products, one platform. Start with the documents that hurt most and expand
across the process from there.
Intelligent Document Processing
Automate extraction and processing of invoices, contracts and forms with NLP-powered
IDP — cutting manual work by 80% while holding human-level accuracy.
Messy documents, legacy systems, and auditors who ask questions. MATRIX is designed
for all three.
Computer vision
Reads tables, stamps, signatures and handwriting across skewed, scanned and photographed pages.
Natural language understanding
Interprets clauses, terms and intent — so a contract is understood, not just transcribed.
Analytics & dashboards
Throughput, accuracy and exception trends in one view, with drill-down to any document.
Security & compliance
Role-based access, encryption in transit and at rest, and an immutable audit log on every action.
Integrations
Connects to SAP, Oracle, Dynamics, Salesforce and custom systems over REST, SFTP or message queue.
Continuous learning
Every human correction feeds back into the models, so accuracy climbs with use instead of drifting.
Industries
Deployed where documents decide outcomes
Banking, healthcare and logistics run on paperwork. That's exactly where automation pays back fastest.
Banking & Financial Services
Onboard customers faster and clear document backlogs without adding headcount to operations.
KYC & onboarding
Loan files
Statement processing
AML review
Healthcare
Turn claims, referrals and clinical forms into structured records — accurately and with a full audit trail.
Claims intake
Patient forms
Prior authorisation
Records digitisation
Logistics & Supply Chain
Match bills of lading, invoices and PODs automatically so shipments and payments stop waiting on data entry.
Bills of lading
3-way matching
Customs docs
Proof of delivery
About ShepardTri
AI innovation, built for the enterprise
ShepardTri Solutions specialises in intelligent document processing and automation.
Our MATRIX platform combines computer vision, NLP and machine learning to transform
unstructured documents into actionable data.
With deployments across banking, healthcare and logistics, we help enterprises cut
manual effort by 80% while reaching accuracy levels their previous tools never could.
Pioneering AI since 2018Production deployments, not pilots.
One platform, not a toolkitIngestion, extraction, validation and integration in a single system.
Engineered in ChennaiAn in-house AI team that stays with you after go-live.