Human-in-the-Loop • Policy-as-Code • Audit-Ready

Samyx: Foundation Models for Financial Operations

Bluecopa introduces SamyxAl, a family of purpose-built foundation models and runtime components designed for financial operations. Unlike generic LLMs, Samyx delivers specialized accuracy at enterprise throughput, processing millions of records per hour while remaining human-in-the-loop and policy-gated.

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Capabilities

Samyx Extract

Document intelligence that turns unstructured financial docs into validated data

Samyx Agents

Autonomous finance agents for AP/AR actions under policy and approvals

Samyx Recon

High-volume transaction matching & reconciliation

Account Classification

Automated account & transaction categorization

Samyx Components at a Glance

Samyx Extract - Document  Intelligence

Convert invoices, POs, statements, contracts, and bank files (PDF/DOCX/XLS/CSV/EDI) into validated, analytics-ready records.

  • Vision + language models with page/line-level provenance
  • Schema-aware parsing, normalization, and validations
  • Confidence scoring with human-in-the-loop review queues
  • Evidence artifacts for the audit trail
  • Native Controls and Compliances as Policy-as-Code
Learn about Extract
Samyx Agents - Autonomous ‍Finance Agents

Policy-gated agents that ingest, match, route, and post for AP/AR- always human-in-control.

  • AP: Capture → 3-way match → approvals → payment scheduling → ERP posting
  • AR: Invoice enrichment → deductions triage → reminders → cash application
  • Policy-as-Code gates: Approvals, thresholds, SoD, risk checks
  • Evidence-first operations: Every action produces artifacts & lineage
  • Event-driven orchestration with rollback and reviewer sign-offs
Learn about Agents
Samyx Recon - Reconciliation ‍Foundation Model

High-precision transaction matching across heterogeneous systems and formats.

  • Multi-field, fuzzy, and deterministic hybrid matching
  • Confidence thresholds for auto-match vs. manual queue
  • Duplicate detection & anomaly surfacing
  • Works with structured, semi-structured, and extracted data
  • Built for continuous close with real-time dashboards
Learn about Recon
Account Classification - Automated Categorization

High-precision transaction matching across heterogeneous systems and formats.

  • Hierarchical multi-level classification
  • Support for custom taxonomies and mappings
  • Duplicate detection & anomaly surfacing
  • Learns from historical patterns; produces confidence with review
  • Standardizes across ERPs and subsidiaries for consistent MIS
Learn about Classification

Performance Advantage

  • Processing Speed
Generic LLM

10,000-50,000 records/hr

100x+ faster
Samyx Models

5,000,000+ records/hr

  • Accuracy Improvements
Transaction Matching
97-99%
Account Classification
95-98%
Exception ID
93-96%

Why SamyxAI™

Comprehensive intelligence + governance across the entire finance lifecycle.

1

End-to-End Coverage — Intake → Extract → Reconcile → Report → Act (AR/AP) → Govern → Audit

2

Human-in-the-Loop by Default — Approvals at any step; override patterns with full lineage

3

Policy-as-Code Controls — Approvals, SoD, thresholds, payment/cutoff and risk tests enforced at runtime

4

PEvidence-First Operations — Every posting/reconciliation/exception includes artifacts, control results, and reasoning

5

High-Precision Matching — Samyx Recon blends deterministic + learned signals for reconciliation

6

Document Intelligence That Explains Itself — Samyx Extract delivers validated, line-level provenance

7

Autonomous AP/AR You Control — Samyx Agents handle capture, match, approvals—governed by policy

8

Real-Time Visibility — Command centers, KPIs, and alerts reflect the living state of your books

9

Multi-Entity, Multi-Currency Ready — Scale across entities, geos, and ledgers with traceability

10

Security & Governance — SSO/SAML, SCIM, RBAC, field permissions, audit logs

11

Seamless Integration — ERPs, banks, data warehouses, and business apps via APIs

12

Seamless Integration — ERPs, banks, data warehouses, and business apps via APIs

Proven SamyxAI™ ROI

Reconciliation Time

80%
8-10 days → 1-2 days

Staff Hours

90%
1,500+ → 75-150/mo

Exception Rate

75%
15-20% → 3-5%

Cost/Transaction

80%
$0.15-0.25 → $0.01-0.03

Close Duration

80%
8-12 → 3-5 days

Ready to Transform Your Finance Operations?

SamyxAIfusesfinance-native modelswithgoverned executionto deliver step-change gains inautomation, accuracy, and speed—without sacrificingcontrol.

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