AI-Powered Data Intelligence for Finance

Transform Scattered Financial Data Into a Single Source of Truth

Queryable in plain English. Powered by AI. Built for financial institutions that need precision, auditability, and speed.

Financial Demo

Dynamic Financial Data Consolidation

Watch how ContentAtlas consolidates complex financial data from multiple sources into custom reports for analysis.

From SAP extracts to Excel sheets—see automated consolidation with built-in ISO 4217 validation and complete audit trails.

Video demonstration

Executive Summary

Built for Financial Institutions

Content Atlas eliminates the bottleneck of manual data consolidation. Ingest, cleanse, reconcile, and query — all in one platform.

95% Faster Data Onboarding

What took days of engineering time now happens in minutes with AI assistance

Zero Silent Data Drops

Every validation failure is logged with specific error labels — never silently dropped

Natural Language Queries

Executives ask questions in plain English, get instant SQL-backed answers

Full Audit Trail

Every import, mapping, and query tracked with timestamps for compliance

Key Capabilities

Financial Sector Solutions

Purpose-built for the unique data challenges of financial institutions.

Portfolio Position Reconciliation

Compare custodian positions against internal systems with configurable tolerance thresholds

Financial Forecast & Budget Analysis

Transform hierarchical budget files into queryable tables with automatic flattening

Multi-Source Data Consolidation

AI-assisted schema mapping from CRM, trading platforms, custodian statements

ISO 4217 Currency Validation

Validate monetary values against international standards with 150+ currency codes

Regulatory Reporting & Audit Trail

Complete data lineage, read-only query safety, and full SQL transparency

Intelligent Duplicate Prevention

File-level SHA-256 hashing and row-level unique checks prevent data duplication

Portfolio Reconciliation

Automated Green-to-Blue Position Mapping

Ingest raw custodian position files (FMCPOS "Green" format) and automatically transform them into standardized internal formats ("Blue"). Compare source positions against target system output with match keys (Security_ID + SCD_Port). Identify breaks, orphans, and mismatches in minutes with color-coded match rates by Instrument Type and Fund.

FMCPOS reconciliation dashboard showing breaks and matches

12+ transformation rules automatically map custodian files to internal formats

Natural Language Analytics

Ask Questions in Plain English

No SQL required. No BI licenses needed. Just ask and get instant, SQL-backed answers with full audit trails.

"What's our total budget allocation by category?"

Financial Analyst

"Show me our total exposure to technology sector across all portfolios"

Chief Investment Officer

"Reconcile today's FMCPOS positions against SCDPFC output and show me breaks by fund"

Head of Operations

"List all short positions with negative holdings across all portfolios"

Portfolio Manager
Use Cases by Role

Built for Every Financial Professional

See how Content Atlas transforms workflows across your organization.

Chief Investment Officer

"Show me our total exposure to technology sector across all portfolios"

"What's our performance attribution for Q3 vs. benchmark?"

"Compare our current positions against last quarter's allocation"

Instant portfolio visibility and performance insights

Head of Operations

"Reconcile today's FMCPOS positions against SCDPFC output and show me breaks by fund"

"How many records failed validation in this week's imports?"

"Show me the import history for the custody positions table"

Identify data quality issues in minutes, not hours

Portfolio Manager

"List all short positions with negative holdings across all portfolios"

"What's our total cost basis by instrument type?"

"Show me positions where base market value differs by more than 1%"

Quick risk assessment and position analysis

Compliance Officer

"Show me all imports that had validation failures in the last 30 days"

"Export the complete audit trail for the positions table"

"List all API keys and their last access dates"

Meet regulatory requirements with built-in audit trails

Financial Analyst

"What's our monthly budget burn rate for the next 6 months?"

"Show me total expenses by category compared to last year"

"Create a chart of revenue by product category for the executive presentation"

Self-service analysis without waiting for the data team
Platform Capabilities

Current Features & Capabilities

A comprehensive platform for financial data intelligence — from import to analysis.

Feature Description Business Value
FMCPOS Position Import Import and transform custodian position files from Green to Blue format Eliminates manual mapping of 20+ columns
12-Transformation Pipeline Automatic application of constant columns, concatenation, derivation, lookup, and formula transformations Ensures consistent data format across all imports
Reconciliation Engine Compare FMCPOS positions against SCDPFC output with match keys (Security_ID + SCD_Port) Identifies breaks, orphans, and mismatches in minutes
Hierarchical Budget Import Auto-detect and flatten budget files with category headers and monthly columns Transforms 4-hour Excel work into 5-minute automated pipeline
Natural Language Queries Ask questions in natural language, get instant SQL-backed answers with full audit trails Enables self-service analysis for non-technical users
Smart Agent with Instructions Upload a file with a natural language instruction (e.g., "Import this forecast and flatten monthly columns") Reduces import configuration from 30 minutes to 30 seconds
Real-Time Position Streaming Stream live position updates from custodian APIs instead of batch file imports Near real-time portfolio visibility
Multi-Portfolio Reconciliation Reconcile positions across multiple portfolios and custodians in a single operation Consolidated view of firm-wide positions
Performance Attribution Engine Calculate contribution and attribution from position-level data Instant performance reporting for client presentations
Risk Metrics Dashboard Pre-computed risk metrics (VaR, tracking error, beta) from consolidated position data Real-time risk monitoring without external systems
Regulatory Report Templates Pre-built templates for common regulatory reports (Form PF, AIFMD, MiFID II) Reduce report generation from days to hours
Multi-Currency Aggregation Automatic FX conversion and multi-currency portfolio aggregation Unified view of global portfolios
Executive Advantages

Why Financial Executives Choose Content Atlas

Built to deliver measurable impact across speed, integrity, cost, compliance, and scalability.

Speed to Insight

95% faster data onboarding. Self-service analytics. Real-time reconciliation.

Data Integrity

Zero silent data drops. Dual-layer duplicate prevention. ISO-standard validation.

Cost Reduction

Eliminate manual Excel work. Reduce reconciliation headcount. No BI license costs.

Compliance & Governance

Full audit trail. Read-only query safety. Role-based access control.

Scalability

Handles 10,000+ records. Multi-tenant architecture. Cloud-native deployment.

Technical Architecture

Enterprise-Grade Architecture

Built on PostgreSQL, FastAPI, and Anthropic's Claude AI models. Cloud-native, scalable, and secure.

Client Layer
Web UI
CLI Tool
API Client
REST API
API Gateway
FastAPI
/smart-import /reconcile /query /map-data /export
Processing Layer
File Processors
AI Mapper
Query Agent
Data Processing Layer
Duplicate Detection
Validation Engine
Reconciliation
Storage & Infrastructure
PostgreSQL
Backblaze B2
Task Queue

ContentAtlas validates every figure coming in. Helm gates every financial action going out.

When your LLM agents issue refunds, adjust balances, or update vendor records, Helm intercepts each action as a structured proposal — approved, blocked, or held for human review before it touches your financial systems.

See Helm →

Ready to Transform Your Financial Data Operations?

Book a personalized demo showcasing FMCPOS reconciliation, budget analysis, and natural language queries with your own data. See value within 48 hours.