# SamyxAI: Foundational Models for Truly Autonomous Finance

SamyxAI is a family of purpose-built foundation models and runtime components designed to automate enterprise-grade finance operations. Unlike generic LLMs, Samyx delivers accuracy at enterprise scale, processing millions of records per hour.

## Proven SamyxAI™ ROI

| KPI                        | Before                      | After         |
|---------------------------|-----------------------------|---------------|
| Reconciliation Time       | 8-10 days                   | 1-2 days      |
| Staff Hours               | 1,500+                      | 75-150/mo     |
| Exception Rate            | 15-20%                      | 3-5%          |
| Cost/Transaction          | $0.15-0.25                 | $0.01-0.03    |
| Close Duration            | 8-12 days                   | 3-5 days      |

# Autonomously orchestrate finance workflows with SamyxAI agents - while staying human-in-the-loop and policy gated

| KPI                            | Value                      |
|--------------------------------|---------------------------|
| Reduction in reconciliation time | 80%                       |
| Faster month-end close         | 80%                       |
| Reduction in cost/transaction   | 80%                       |
| Reduction in exception rate      | 75%                       |

# SamyxAI: Autonomous Agents for Enterprise-grade Finance

## Samyx Recon
### Automate high-volume transaction matching and reconciliation

- 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.

## Samyx Build
### Automate tasks and workflows tailored to your business context

- Policy-gated agents that ingest, match, route, and post for AP/AR - always human-in-control.
- Evidence-first operations: Every action produces artifacts & lineage.
- Event-driven orchestration with rollback and reviewer sign-offs.

## Samyx Extract
### Turn documents into validated finance data

- Convert invoices, POs, statements, contracts, and bank files 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.

## Samyx Narrate
### Get AI-powered insights into reports and variances

- Ask SamyxAI for a root cause analysis of variance in monthly reports.
- Get an AI-powered analysis of month-on-month trends for critical insights.

# The SamyxAI Performance Advantage

| Metric                       | Generic LLM                 | Samyx Models      |
|------------------------------|-----------------------------|-------------------|
| Processing Speed              | 10,000-50,000 records/hr    | 5,000,000+ records/hr |
| Transaction Matching Accuracy  | 97-99%                      | 100x+ faster       |
| Account Classification Accuracy | 95-98%                      |                   |
| Exception ID Accuracy        | 93-96%                      |                   |