Leidra provides predictive and prescriptive customer journey intelligence to deliver hyper-personalized understanding, engagement and activation of the borrower/customer that improves portfolio performance.
Your North Star for Financial Performance
Product Demo
Select a use case
1Borrower(select an individual below)
2Understanding
3Journey
4Impact
Representative Borrowers
The Servicing Agent scores each individual borrower's journey and decisioning to determine most likely outcomes and how to positively impact that outcome. Select a borrower to see how it personalizes their outreach.
Leidra mindset classification
Measured outcomes โ 10,000 loan test
52%
Anxious โ Avoidant response rate
27%
Reactive โ Spontaneous response rate
36%
Proud โ Self-Reliant response rate
40%
Pragmatic โ Transactional response rate
50%
Resolution rate all segments
Response Rate by Segment
Anxious โ Avoidant (45%)52%
Reactive โ Spontaneous (22%)27%
Pragmatic โ Transactional (21%)40%
Proud โ Self-Reliant (12%)36%
Baseline โ Generic Outreach15%
Traditional outreach vs. Leidra personalization
Standard Treatment
15%
Generic message, all channels
vs
Leidra Mindset-Matched
42%
Mindset-matched message + channel
0
Unsubscribes
0
Complaints
50%
Resolution Rate
20%
Faster Time to Resolution
1Customer(select one individual below)
2Churn Risk
3Understanding
4Journey
5Impact
New checking account customers โ opened within 90 days
The Banking Agent scores every new customer against the Depth of Engagement formula โ flagging those most likely to churn before reaching a healthy banking relationship.
DoE = 0.1875 ร ACH + 0.0625 ร DEP + 0.3125 ร FUN + 0.4375 ร CRD
Leidra churn prediction โ depth of engagement signals
Leidra Mindset Classification
Projected activation impact โ retail banking
34%
Increase in recommended product adoption
+2.1x
Depth of Engagement score at 90 days
0
Unsubscribes during activation period
Generic onboarding vs. the Leidra mindset activation
Standard Onboarding
23%
Same email sequence for all new customers
vs
Leidra Mindset Activation
61%
Channel + tone + action matched to profile
Leidra.
Product Demo
AI-Powered Customer Journey Agent
Leidra โ The AI Powered Customer Journey Agent
Leidra transforms your institution's first party data and pairs these signals with our proprietary data and journey model to better understand the customer and their individual journey. The Customer Journey Agent then predicts outcome to deliver hyper-personalized engagement aligned to the customer's mindset. These journeys do not use demographics and integrate seamlessly into existing workflows.
Leidra.
Portfolio Optimization
Campaigns
New campaign
Journey Agent
Active campaigns
Results & ROI
Audiences
Profile segments
Journey explorer
Reports
Performance
JL
Jamie L.
Marketing Mgr
Journey Agent
Audience Builder
show me the borrowers in the portfolio with a greater than 50% probability of an accelerated positive resolution
Loss mitigation
60–120 dpd
Activation
Cross-sell
Audience segments
Edit
7 segments · 10,412 borrowers
Anxious & avoidant
3,104
Reactive & spontaneous
2,018
Proud & self-reliant
1,591
Pragmatic & transact.
1,210
Channel & tone
Auto-match
SMS
Primary · empathic
Email
Day 4 · soft CTA
Direct mail
Optional
In-app push
Day 9 · low pressure
Estimated reach
5,122
Targeted
4
Segments
Message Preview — Day 1 SMS
Regenerate
Empathic
Targeted
Urgent
Formal
"Hi [First Name], we know things can get tough. We're here to help — not to pressure you. There are options available right now. No phone call required. [Link]"
Leidra.
Marketing Manager · Journey Agent
app.leidra.ai · Journey Agent
Leidra.
Marketing Workspace
Campaigns
New campaign
Journey Agent
Active campaigns
Results & ROI
Audiences
Mindset segments
Journey explorer
Reports
Performance
Engagement scores
JL
Jamie L.
Marketing Manager
Journey Agent
Ask Leidra to build your audience
show me the borrowers in the portfolio with a greater than 50% probability of an accelerated positive resolution
Loss mitigation60–120 dpdNew customer activationCross-sellPortfolio retention
"Hi [First Name], we know things can get tough. We're here to help — not to pressure you. There are a few simple options available to you right now, and it only takes a minute to explore them. No phone call required. [Link]"
Financial impact — ROI & projected revenueModeled estimate
Incremental value
$60.7M
vs. generic baseline
Est. program cost
$480K
Illustrative — see notes
Blended ROI multiple
125x
Value ÷ cost
Foreclosures avoided
1,406
Incremental, Scenario 1
Checking activations
3,013
Incremental, Scenario 2
Loss Mitigation — Projected Revenue
$59.2M
One-time avoided-loss value from 1,406 incremental foreclosures avoided, valued at $42,103/loan (conservative 23% loss-severity case).
$416K
Program cost
141x
ROI multiple
Checking Activation — Projected Revenue
$7.5M
5-year lifetime recurring revenue from 3,013 incremental activations at $500/account/year (year-1 value: $1.51M).
$63K
Program cost
117.8x
ROI multiple (LTV)
Combined: $66.7M incremental value against $479,904 program cost — ~138x blended lifetime ROI
Value per foreclosure avoided — sensitivity
Conservative – 23% severity (drives model)$42,103
Mid – 35% severity (reference only)$64,069
High – 48% severity (2011 crisis peak)$87,866
Cross-check – flat industry quote (Frasco)$50,000
Derived from GSE loss-severity data: average UPB ($183,055, FHFA non-performing-loan sales, June 2024) × loss severity rate (Urban Institute / Philadelphia Fed research).
Assumptions & sources
Scenario 2's targeted-account count (7,928) is inferred as Active Journeys minus Scenario 1 borrowers — not shown directly on the platform. · Value per foreclosure avoided = avg. UPB × loss severity rate, using the conservative 23% case as the driving assumption (35%/48% cases kept for reference). · Annual revenue per activated checking account ($500) is a midpoint of a $350–$870/yr industry benchmark (StrategyCorps) — a comparatively weaker, single-source estimate. · Program costs ($40/borrower, $8/account) are illustrative benchmarks, not Leidra's actual pricing. · "Incremental" figures isolate value attributable to Leidra's personalization lift vs. each scenario's stated generic-outreach baseline.