AI-Powered NPA Workflow Automation

Transform NPA Management
with AI-Powered Automation

Streamline your non-performing asset workflow from email intake to valuation. Reduce processing time by 70% with AI-assisted automation and real-time analytics.

Powerful Capabilities

Everything you need to manage NPA portfolios efficiently and accurately

Automated Email Intake

Automatically capture and process NPA pool submissions from email with intelligent attachment parsing and data extraction

Smart Data Mapping

AI-powered column mapping automatically aligns raw data to your standard schema, reducing manual configuration by 90%

AI Sampling Strategies

Generate optimal sampling strategies based on portfolio characteristics, risk profiles, and regulatory requirements

Fair Market Value (FMV) Valuation

Internal Fair Market Value (FMV) calculation with automated discount computations based on property type, location, and risk factors

External Valuation

Seamlessly coordinate with external valuation agencies, track progress, and consolidate third-party assessments

Legal Due Diligence

Manage legal verification workflows, track document completeness, and ensure compliance with regulatory requirements

Seller Performance Analytics

Real-time insights on seller history, success rates, recovery metrics, and risk indicators for informed decision-making

Real-Time Dashboard

Comprehensive analytics on pool status, processing times, valuation progress, and team performance at a glance

Manual vs Automated: The Transformation

Detailed comparison of current setup vs Crayon Data's proposed agentic solution

CURRENT STATE

Manual Workflow

16 Steps

1
Receive email from seller / LDD / EDD
2
Manually download attachments
3
Store files in folders
4
Open and review Excel / PDF files
5
Check pre-validation criteria manually
6
Refer to historic Excel sheets for screening
7
Copy account details from source files
8
Paste data into working Excel workbook
9
Manually calculate NPA / property discounts
10
Send sampled accounts to Legal Due Diligence
11
Send sampled accounts to External Valuation
12
Fetch mails, tables and docs from LDD & EDD responses following steps 1,2,3,4
13
Reconcile responses into working sheet
14
Calculate final FMV
15
Derive final bid value
16 Manual Steps
High cognitive load & risk of errors
PROPOSED STATE

AI Orchestrated Workflow

6 Steps

1
Email automatically ingested
AI captures, classifies and parses data instantly
2
Auto-mapping
Smart column mapping into central data layer
3
AI validates and screens pool
Screening and prelim summary reports run automatically
4
AI sampling
Pre-configured sampling rules applied
5
One-click routing to LDD / EDD
Automated vendor routing and reconciliation for sampled accounts (downloadable in CSVs)
6
Auto-calculate FMV
Valuation and discount logic applied consistently and generate final bid value instantly
6 Automated Steps
Accurate, fast & reliable
16 → 6
Steps Reduced
15d → 2d
Time Savings
~63%
Less Steps

Value Proposition Vision

Projected financial impact based on current monthly performance of processing 60,000 accounts with ₹250 Cr net gain

Increased Processing Capacity

By 10% more account processing using AI (6K accounts)

Additional Monthly Gain
₹20-30 Cr

Improved Win Rate

By 5% more bidding win rate using AI insights

Additional Monthly Gain
₹10-15 Cr

Enhanced Recovery Rate

By 5% more recovery rate with better valuation

Additional Monthly Gain
₹20-25 Cr

Ready to Transform Your NPA Workflow?

Join leading financial institutions leveraging AI to streamline asset recovery and maximize returns

Get Started Today