Current State
Fragmented records obscure investment signal
- Source systems disagree on customer, product, and entity naming
- Manual data prep introduces lag before decisions can be made
- Low-confidence records consume analyst time during diligence
AI Infrastructure for Private Equity
Clean Data. Clear Decisions.
TitanStack transforms fragmented portfolio datasets into reliable intelligence that supports faster due diligence, tighter monitoring, and better investment judgment.
TITANSTACK AI
Institutional-grade AI systems designed for private equity value creation.
Data prep speed
Hours, not weeks
Entity confidence
Traceable scoring
Operating fit
PE-native workflows
The Data Problem
Messy multi-source datasets in PE due diligence and monitoring create avoidable execution drag.
TitanStack Method
Convert noisy inputs into reliable operating intelligence
- Normalize structure and semantics across source formats
- Assign confidence signals to every transformed record
- Publish clean outputs directly to firm reporting workflows
Feature Grid
Automated deduplication, standardization, and entity resolution
Normalize inconsistent records and collapse duplicates into clean, analysis-ready entities.
Multi-format ingestion: spreadsheets, PDFs, CRM exports, API feeds
Process structured and unstructured source formats in a single ingestion pipeline.
Data quality scoring and confidence metrics on every record
Score record quality and confidence so teams can prioritize review effort intelligently.
Integration with existing data warehouses and BI tools
Push cleansed outputs directly into existing analytics stacks and reporting systems.
Before / After Transformation
Before/after data transformation view showing raw fragmented records converted into normalized entities.
Before: duplicates, inconsistent names, missing attributes
After: unified entities, confidence scores, standardized schema
Processing Pipeline
Processing pipeline diagram from ingestion to normalization to quality validation and export.
Ingest
Map source schema
Cleanse
Resolve entities
Score
Attach confidence
Publish
Ship to BI/warehouse
Supported Integrations
Integrations across modern data warehouses and BI tooling.
Snowflake
BigQuery
Databricks
Tableau
Power BI
Looker