AI Partnership Desk

Turn Partner Emails Into Funded Loans.

An AI agent that receives partner leads, collects missing documents, runs credit intelligence, routes qualified opportunities, and follows up automatically until conversion.

Your AI-powered CRM for every partnership-sourced lead.

PARTNERSHIP FLOWLIVE
Partner Email
AI Lead Agent
Document Intelligence
Quick CAM
Go / No-Go
Conversion
Impact

AI CRM for
Partnership Lending.

Live|--:--:--
0×7
partner lead processing
AI-POWERED INTAKE
0%+
workflow automation
PARTNERSHIP OPERATIONS
<0 min
quick CAM
AI CREDIT INTELLIGENCE
0%
lead visibility
FROM EMAIL TO DECISION
The Problem

Your Best Leads Are Buried in Emails.

Partners send leads through emails, spreadsheets, attachments, and different formats. Your team then manually reads, creates, checks, chases, organizes, routes, and follows up—while every handoff creates delay and every delay creates leakage.

Reads the email and creates the lead
Checks documents and identifies what's missing
Goes back to the partner and waits for a response
Downloads, organizes, and sends files to credit
Follows up internally and with the customer
Tracks the eventual outcome across systems
The CredStack Difference

Give Every Partner Lead an AI Owner.

Partner Email
AI Lead Agent
Understand Lead
Check Documents
Request Missing Information
Classify & Extract
Quick CAM
Go / No-Go
Route to Right Person
Customer Follow-up
Conversion
01

Receive

The AI agent captures partner emails and turns unstructured intake into structured opportunities.

Email parsing
Lead extraction
Attachment mapping
Priority scoring
02

Collect

Missing documents are identified instantly and requested automatically from partners.

Document checklist
Gap detection
Partner communication
Auto-update on receipt
03

Assess

Document intelligence and Quick CAM run as soon as sufficient information is available.

Classification
Extraction
Policy checks
Go / no-go logic
04

Convert

Qualified leads are routed to the right person and followed up until conversion.

Smart routing
Team assignment
Customer follow-up
Conversion tracking
AI-Powered Partner Lead Intake

Every Email Becomes a Structured Opportunity.

The agent automatically reads incoming partner emails and transforms unstructured intake into actionable lead intelligence.

Lead Details

Customer, product, geography, loan requirement, partner, and other relevant information.

Documents

Identifies attachments and maps them to the required document checklist.

Lead Context

Understands the partner's request and determines the next action.

Priority

Prioritizes leads based on configurable business rules.

Never Chase Documents Manually Again

The AI Agent Knows What's Missing.

CredStack compares available documents against your checklist, responds to partners automatically, and updates the lead as files arrive.

ASK CREDSTACK

Which documents are still required for this partner lead?

PAN✓ Received
Aadhaar✓ Received
Bank Statement✓ Received
ITR✓ Received
GST⚠ Missing
Property Documents⚠ Missing
Risk Flag: 2 documents required — partner notified automatically
ASK CREDSTACK

What is the go / no-go recommendation for this lead?

DocumentsIncomplete
FOIRWithin policy
CIBILMeets threshold
Critical flagsNone
Risk Flag: REQUEST DOCUMENTS
ASK CREDSTACK

Who should this qualified lead be routed to?

ProductHome Loan
GeographyMumbai West
Loan size₹48.5L
Assigned toRM — Priya Sharma
One AI Agent. Your Entire Partnership Workflow.

Intake · Documents · Credit · Decision · Routing · Follow-Up

One configurable AI agent with specialized capabilities—not six separate products—working every lead from partner email to conversion.

01Category

Intake Agent

Receives and understands partner leads from email, extracting customer details, product context, and loan requirements automatically.

24×7
partner lead intake without manual email triage
Lead intakeLIVE
Partner
ABC Finance
Product
Home Loan
Loan amount
₹48.5L
Priority
High
Field
Value
Status
02Category

Document Agent

Collects, classifies, validates, and organizes documents—identifying gaps and requesting missing files from partners automatically.

6
document actions automated per lead on average
Document agentLIVE
Classify
14 docs
Organize
Complete
Validate
2 flags
Missing
2 docs
Action
Result
Status
03Category

Credit Agent

Runs Quick CAM and evaluates eligibility, FOIR, LTV, income, banking analysis, deviations, and mitigants as documents arrive.

<2 min
to generate Quick CAM once documents are sufficient
Credit agentLIVE
Eligibility
₹48.5L
FOIR
42%
CIBIL
742
Deviations
2 flagged
Check
Result
Status
04Category

Decision Agent

Applies your go/no-go and escalation policies to determine whether to proceed, request documents, route for review, or reject.

GO
no-go and review decisions driven by your policy logic
Decision agentLIVE
Policy check
Passed
Risk flags
1 medium
Mitigants
1 required
Decision
REVIEW
Rule
Result
Action
05Category

Routing Agent

Assigns qualified leads to the right person based on product, geography, loan size, partner, branch, team, and workload.

Auto
routing with complete lead context—not an email thread
Routing agentLIVE
Product
Home Loan
Geography
Mumbai West
Assigned to
RM Team
Workload
Balanced
Rule
Match
Owner
06Category

Follow-Up Agent

Follows up with partners, internal teams, customers, and relationship managers until the next action is completed.

persistent follow-up until the lead moves forward
Follow-up agentLIVE
Partner
Docs requested
Internal team
Pending review
Customer
Scheduled
Last action
2h ago
Party
Status
Time
Quick CAM, Built Into the Agent

The Lead Doesn't Wait for Credit.

Once sufficient information is available, the agent triggers Quick CAM automatically—surfacing eligibility, policy deviations, risk flags, and a clear go/no-go recommendation.

DECISION WORKSPACELIVE

Partner Lead: ABC Finance

LEAD #PL-92841

Risk
REVIEW
Eligibility✓ ₹48.5L
FOIR✓ 42%
Income Assessment✓ Verified
Credit History✓ CIBIL 742
Banking Analysis⚠ Review
Missing Documents⚠ 2 pending
Policy Deviations⚠ 2 flagged
RECOMMENDATION
SEND FOR CREDIT REVIEW
Evidence
18
Policy Rules
14
Confidence
89%
ACTIVE SIGNALS
Income Assessmentlow

GST and ITR income verified — ₹8.4L/month eligible income

Banking Analysismedium

Cashflow stable but one cheque bounce in last 6 months

Missing GST Returnsmedium

Partner notified — awaiting 2 documents before final CAM

FOIR Deviationmedium

FOIR at 44% — exceeds product benchmark, mitigant required

Your Rules. Your Go / No-Go Logic.

Make Your Partnership Policy Executable.

Configure exactly how the AI agent should handle every lead.

Turn partnership policy from a manual checklist into executable logic that drives every agent action—from document requests to routing and rejection.

Go Rule
IF
Documents Complete
AND FOIR Within Policy
AND CIBIL Meets Threshold
AND No Critical Risk Flags

→ GO
Request Documents Rule
IF
Missing Documents

→ REQUEST DOCUMENTS
(Auto-notify partner)
Credit Review Rule
IF
Policy Deviation

→ SEND FOR CREDIT REVIEW
(Route to credit team)
No-Go Rule
IF
Critical Risk Flags
OR Policy Breach Unmitigable

→ NO-GO
(Notify partner with reason)
Configure the Agent Around Your Business

Your Partnership Model. Your AI Agent.

Every partnership has different requirements. Configure the agent to match how your institution actually works with partners.

Document Checklists

Define what each partner or product requires.

Communication Rules

Define when and how the agent communicates with partners.

Credit Policies

Define eligibility, thresholds, deviations, and mitigants.

Routing Rules

Determine who receives each qualified lead.

Follow-Up Cadence

Configure when the agent follows up and when it escalates.

Go / No-Go Logic

Decide when the agent proceeds, requests more information, routes to humans, or rejects.

From Lead to Conversion

Don't Just Process Leads. Convert Them.

Lead Received
Documents Pending
Documents Complete
Quick CAM Generated
Eligible
Assigned
Customer Contacted
Loan Converted
Lead: ABC Finance — Home Loan
PartnerABC Finance
ProductHome Loan
Loan amount₹48.5L
Documents12 of 14
Quick CAMGenerated
DecisionCredit Review
Assigned toRM — Priya Sharma
Follow-up statusPartner notified
Lead stageAPPLICATION IN PROGRESS
AI-Powered CRM for Partnership Leads

Traditional CRM Records What Happened. CredStack Makes Things Happen.

From partner email to Quick CAM to customer conversion—CredStack's AI agent manages the entire journey while your team controls the policies and go/no-go logic.

FROM

We'll create the lead in the CRM and someone from operations will get back to the partner.

TO

Upload sent. Quick CAM is ready. RM assigned. Partner and customer notified.

AI-Powered CRM for Partnership Leads

Everything Your Partnership Team Needs. One Intelligent Layer.

PARTNERS
AI INBOX
Leads
Documents
Credit Intelligence
Decisions
Follow-Up
Routing
CONVERSION
Traditional vs CredStack

Your Partnership Team's AI Workforce.

Traditional
CredStack
Leads arrive in inboxes
AI captures leads automatically
Manual document checking
AI identifies missing documents
Email-based follow-ups
AI communicates automatically
Manual document organization
AI classifies and extracts
Separate credit handoff
Quick CAM triggered automatically
Manual lead assignment
AI routes qualified leads
CRM records activity
AI executes the workflow
Leads require constant chasing
AI follows up until conversion
Partner Intelligence

Turn Partnership Data Into Intelligence.

Over time, every lead processed builds a partner intelligence layer—not just lead management, but insight into which partnerships drive the best outcomes.

01 / 05

Lead Quality

Track which partners send the most qualified leads—and which consistently submit incomplete applications.

LEAD QUALITYLIVE
Partner Leads
Qualification Score
Document Completeness
Conversion Rate
02 / 05

Conversion Performance

See which partners generate the highest conversion from lead to funded loan.

CONVERSIONLIVE
Leads Received
Quick CAM Generated
Eligible Leads
Loans Funded
03 / 05

TAT & Bottlenecks

Identify where leads get stuck—document collection, credit review, or customer engagement.

TAT ANALYSISLIVE
Lead Received
Stage Tracking
Bottleneck Detection
TAT Improvement
04 / 05

Product Fit by Partner

Understand which products perform best by partner, geography, and loan size.

PRODUCT FITLIVE
Partner Portfolio
Product Mix
Performance by Product
Partnership Strategy
05 / 05

Credit Quality

Track which partnerships generate better-performing loans over time.

CREDIT QUALITYLIVE
Funded Loans
Portfolio Performance
Partner Scorecard
Partnership Decisions
Enterprise Governance

AI That Works Within Your Controls.

Every action, communication, decision, and escalation remains visible and auditable—so automation never means losing control.

Explainable

Know why a lead was accepted, rejected, or escalated.

Auditable

Maintain the complete lead and decision history.

Human-controlled

Escalate cases whenever human judgment is required.

Secure

Deploy in cloud, private cloud, or on-premise environments.

Business Outcomes

More Leads Converted. Less Time Chasing Them.

Faster Lead Processing

Move from partner email to structured opportunity automatically.

Lower Partnership Operations Cost

Automate repetitive document collection, validation, and coordination.

Higher Conversion

Follow up continuously and reduce lead leakage.

Faster Credit Decisions

Trigger Quick CAM as soon as sufficient information is available.

Turn Every Partner Lead Into an Opportunity.

Deploy an AI agent that receives, qualifies, processes, decides, routes, follows up, and converts partnership-sourced leads—from partner email to Quick CAM to customer conversion.