Where the time goes

Credit judgement is not the slow part. Building the view is.

Financials, filings, reports, news and bank data already exist. The time goes into finding, checking, reconciling and interpreting them before the CAM can be reviewed.

3–5

DAYS

to prepare a single CAM

*Timeline may vary depending on the proposal type, lending product or asset class, appraisal complexity, and data availability.

Scroll to see where the time goes

Manual CAM workflow
Day 01 → Day 05

Stage 01

Gather

The appraisal starts across multiple systems and sources.

The appraisal starts across

Spreadsheets

Financials & workings

Filings

Corporate & statutory records

Reports

Industry & rating context

News

Events & developments

Bank data

Portfolio & account context

The information exists. The analyst still has to bring it into one working appraisal view.

Continue through the workflow1 / 4

What CAMPro changes

Evidence comes together.
Context becomes intelligence.
The CAM takes shape.

CAMPro uses MCP-enabled connectivity to bring together borrower evidence from authorised enterprise systems with financial analysis, portfolio and industry benchmarks, relevant events, projections and risk signals. It transforms this connected evidence into an evidence-grounded, review-ready Credit Appraisal Memorandum while retaining analyst control over the final credit judgement.

Connected evidence

Public & External

MCA · Bureau · News · Industry benchmarks

Enterprise & LOS

Customer · Facility · Collateral · Portfolio

Authorised retrieval
01Evidence base

Connect the borrower evidence.

Securely retrieve relevant borrower information from authorised internal and external sources.

MCP-enabled connectivity
Financial & corporateBank & statutoryCredit documentsLOS & portfolio data
02Credit intelligence

Context becomes intelligence.

Credit Co-Pilot across all layers

Proposal-specific analysis, evidence retrieval and contextual assistance.

Financials

Benchmarking

News & Events

Projections

Risk Intelligence

MCP-enabled action layer

Retrieve · Create · Populate · Place

Use within your workflow

03A / Output

CAMPro Report

Business & Management
Financial Assessment
Portfolio & Industry
News & Business Context
Projections & Sensitivity

Ready for analyst review

03B / Action

Institutional CAM / LOS

Create customer using CIN
Populate approved fields
Place reviewed intelligence
Connected EvidenceCredit IntelligenceReview-Ready CAM

Connected execution

Intelligence that moves into action.

Through MCP-enabled connectivity, reviewed CAMPro intelligence can move into authorised institutional workflows to create records, update appraisal sections and reduce manual navigation.

Authorised workflow task

Create the customer using the available CIN and prepare the borrower context.

Context available

CINPANGSTMCA

Uses authorised institutional context.

MCP

Institutional CAM / LOS Workspace

Reviewed intelligence applied where the analyst works

Borrower Profile

Customer record created

Statutory Details

Authorised fields populated

Document Repository

Relevant evidence linked

Borrower context ready for analyst review

Reviewed intelligence moves into authorised workflows. Analyst review remains required.

The benchmarking advantage

The number stays the same. The meaning changes with context.

CAMPro compares the borrower with your bank's same-industry portfolio and the external industry benchmark, so every ratio is read against the right reference points.

Illustrative caseTextiles

One borrower. Two reference points.

EBITDA MarginRead in context
Higher generally stronger

Bank portfolio

Same-industry

11.8%

Borrower 2.4 pp higher

Borrower

Being assessed

Profitability ahead

14.2%

External industry

Wider market

12.5%

Borrower 1.7 pp higher

Credit reading

Profitability ahead

At 14.2%, the borrower sits above both reference points, showing stronger operating profitability in relative terms.

Beyond the benchmark

From what happened to what it means next.

Track the financial trend, connect material events, test forward assumptions, turn the evidence into reviewable credit commentary and put reviewed intelligence to work.

CAMPro Credit View

Illustrative analysis

01 / 05
Financial performance

See the direction, not just the period.

Track revenue, margins, leverage and liquidity across years to see whether the borrower's financial position is strengthening, weakening or holding steady.

3 years4 measuresDirection visible

Illustrative financial trend

Latest: FY25
FY23

Revenue

₹342 Cr

Margin

13.8%

TOL/TNW

1.9x

FY24

Revenue

₹368 Cr

Margin

14.2%

TOL/TNW

1.8x

FY25

Revenue

₹397 Cr

Margin

14.6%

TOL/TNW

1.6x

Revenue and liquidity improve as leverage falls. The financial direction is strengthening.

Choose a layer to see how the analysis develops

Early warning intelligence

Distress rarely appears
all at once.

Bankruptcy Predictor looks for financial patterns associated with distress over a 1 to 3 year horizon, then shows which factors are contributing most to the risk score.

Bankruptcy Predictor

Illustrative distress risk assessment

MSME / unlisted companiesTrained on IBC events1 to 3 year horizon0 to 1 risk scoreSHAP explainability

01 / Financial signals

What is changing in the borrower?

Working Capital Days

118 days

Lengthening

TOL / TNW

2.4x

Elevated

EBITDA Margin

8.7%

Weakening

Current Ratio

0.92x

Constrained

02 / Risk score

0.68Risk score
Illustrative amber risk band

A standardised 0 to 1 score places the borrower within a defined risk band.

03 / Key drivers

Why did the score move here?

Illustrative SHAP drivers
Working Capital Days01
TOL / TNW02
Current Ratio03
EBITDA Margin04

SHAP shows which financial variables contribute most to the model output, so the signal can be investigated rather than taken at face value.

Look before the event

The model is designed to identify distress patterns 1 to 3 years before a formal default event.

YEAR −3

Early signals

YEAR −2

Pressure builds

YEAR −1

Risk intensifies

DEFAULT

Formal event

The score stays traceable to the financial drivers behind it.

Borrower values and driver ordering shown here are illustrative.

How it works

Six steps, from borrower to appraisal.

  1. 01

    Identify the Borrower

    CIN, LLPIN or institutional ID

  2. 02

    Connect the Evidence

    Public, enterprise and LOS data

  3. 03

    Build Credit Intelligence

    Analyse, benchmark and interpret

  4. 04

    Add the Forward View

    Projections, events and risk signals

  5. 05

    Put Intelligence to Work

    Retrieve, create, populate and place

  6. 06

    Prepare the Appraisal

    CAMPro report or institutional CAM

    Ready for analyst review

The decision stays human

CAMPro prepares
the credit view.
The analyst decides
what it means.

Financials, benchmarks, events and risk signals come together before review. The analyst can then challenge the evidence, refine the interpretation and make the final credit judgement.

Intelligence prepared · Judgement retained

Credit decision review

Illustrative analyst handoff

CAMPro prepared

Evidence reviewed

Financials

Leverage · Coverage

Benchmarking

Portfolio · Industry

Credit context

News · Risk signals

CAMPro prepared view

Leverage stands at 0.9x versus an industry reference of 1.4x. Interest coverage has remained above 3x for two consecutive years, supporting a comparatively comfortable debt-servicing position.

FinancialsIndustryTrend

Analyst decision

Check the supporting evidence
Challenge or refine the view
Make the credit judgement

The final lending judgement stays with the analyst.

CAMPro prepares the analysis for review. Accountability for the decision stays with the credit professional.

Deployment & data control

Your credit data stays
within your controlled environment.

CAMPro supports private, GPU-backed inference in your cloud or on-premise. Borrower data is not routed through third-party consumer AI APIs for model inference.

Private deployment options

Illustrative deployment architecture

Your cloudOn-premise

Your controlled environment

Bank-approved cloud or on-premise boundary

Borrower data stays inside

Your institution

Credit data

Borrower financials
Internal portfolio context
Credit documents & evidence
Private inference

CAMPro

GPU-backed inference

Model inference runs within the institution's approved private cloud or on-premise setup.

Private cloud

On-premise

Server-side processing

Core business logic remains server-side.

Secured communication

Application and API communication is secured.

Protected configuration

Credentials and configuration remain encrypted.

Not in the inference path

Consumer AI APIs

Borrower data is not sent to third-party consumer AI services for model inference.

No borrower data sent

Deployment can align with the institution's cloud, network and security requirements.

Built for

Institutions that lend.
Teams that decide.

One credit intelligence layer supporting institution-wide consistency and individual credit judgement.

Institution fit

Who deploys CAMPro

02 groups
01

Banks & NBFCs

A more consistent CAM process across credit teams.

Standardise appraisal
02

Credit Analysts

Less evidence assembly. More time on judgement.

Focus on judgement

CAMPro

One intelligence layer

Team fit

Who works with CAMPro

02 groups
01

Risk & Portfolio Teams

Benchmarking and emerging risk context across the book.

See beyond the case
02

Auditors

Clearer evidence traceability across the appraisal.

Trace the evidence

See it on your own portfolio

See CAMPro
on your own portfolio.

Explore CAMPro to see how financial intelligence, benchmarking, news, projections and risk context come together within the credit appraisal process.

Explore now
Your data
Your portfolio
Your credit context

CAMPro output

Credit Appraisal Memorandum

Financial Assessment

Benchmarking Context

News & Business Context

Risk Assessment

Analyst review
Review-ready