The Agentic Credit-to-Yield Engine

Bridge the gap between
credit health
and cost of capital.

DeltaPoint maps your real-time credit data against a universal Market Rate adapter, calculates your exact Interest Delta, and provides an agentic roadmap to unlock lower APRs across any lender.

714 Good
Interest Delta identified
Score 714 → 735 saves $3,100$1,850 total interest
Delta: $1,250 saved
No hard credit pull LangGraph orchestration Gemini 1.5 Pro powered MCP protocol

Underwriter Agent

Risk Grade: B+

DTI Ratio28.4%
Util. Rate71%
Score Band720-739
D
24.9%
C
18.9%
B+
9.9%
A
6.5%
↑ Reduce util to 30% → Grade A-

Welcome back

Sarah K.

SK
714 Credit Score
Interest Delta-$1,250
APR: 12.5% → 9.9%
Score target: 735 (+21 pts)

Coach Agent Alert

Chase util spike: 71% → Pay $1,600 now

Expected: +21 pts in 30 days

Market Rate Adapter

Prime + 6.5% spread

Fed rate: 5.25%

Live

GraphRAG sync

Delta: $1,250

12.5% → 9.9% APR

B+

Grade upgraded

Underwriter Agent ✓

Fed Funds Rate: 5.25% Prime Rate: 8.50% 10Y Treasury: 4.61% 30Y Fixed Avg: 7.09% Personal Loan Avg: 12.49% Auto Loan 60mo: 7.78% SOFR: 5.31% CPI YoY: 3.2% Fed Funds Rate: 5.25% Prime Rate: 8.50% 10Y Treasury: 4.61% 30Y Fixed Avg: 7.09% Personal Loan Avg: 12.49% Auto Loan 60mo: 7.78% SOFR: 5.31% CPI YoY: 3.2%
The Delta Slider · Live Amortization Engine

Visualize your Interest Delta

Move the slider to see exactly how each credit score improvement translates to monthly payment reduction using the standard amortization formula.

M = P · r(1+r)ⁿ / ((1+r)ⁿ − 1)
where r = APR÷12, n = term months
$
Credit Score
714 B Good
APR (r × 12)
12.49%
500 · Poor580 · Fair670 · Good740 · Very Good800 · Exceptional
Monthly (M)
$555
per month
Total Interest
$8,300
over loan term
Best Rate (760+)
$480
@ 6.49% APR
Your Delta (Δ)
$4,500
interest saved at 760+
Market Rate Adapter · Score → APR Tiers
Score Range Grade APR Monthly ($25k/60mo) Total Interest Delta vs. Poor
Agent 1 · LangGraph Node

The Underwriter Agent

A deterministic LangGraph node that ingests real-time credit inputs, applies pluggable market rate cards, and outputs a risk grade with a precise interest tier — no hallucinations, no guesswork.

Deterministic risk grading (A+ → D)

Grade computed from DTI, utilization, payment history, inquiries, and credit age using fixed formula weights.

Pluggable market rate cards

Swap in any lender's rate sheet via JSON. The agent re-runs and outputs the optimal APR tier per provider.

Stateful LangGraph cycles

The agent re-evaluates on every credit change event, maintaining state across utilization spikes and score shifts.

underwriter_agent.py
RUNNING LangGraph v0.1

Credit Inputs (Mock Profile: Sarah K.)

FICO Score
DTI Ratio (%)
Utilization (%)
Hard Inquiries
agent.output
risk_grade B
interest_tier 12.49%
approval_prob 84.2%
score_to_upgrade +21 pts → B+
delta_saved $1,250
action

Reduce Chase utilization to 30% → unlocks B+ tier → APR drops to 9.99%

Market Rate Adapter · Multi-Lender Output

Personal Loan Co.
12.49%
CreditUnion Direct
9.90%
Fintech Lender X
8.24%
coach_agent.py · Gemini 1.5 Pro
MONITORING

Proactive Alerts · Last 24h

UTILIZATION SPIKE DETECTED
2h ago

Chase Sapphire: 71% utilization — triggers score penalty of -18 pts

Coach Recommendation (Balance-to-Rate Arbitrage):

Pay $1,600 on Chase now → util drops to 28% → score recovers +18 pts → APR tier improves from 12.49% to 9.99% → saves $1,250

RATE ARBITRAGE OPPORTUNITY
6h ago

Fed rate hold announced — personal loan spreads narrowing by 0.25% at Fintech Lender X

Refinance window open for 14 days. At current Grade B+: lock 8.24% APR vs. market avg 12.49%. Net delta: $2,100 saved

Delta AI Chat · Gemini 1.5 Pro + GraphRAG
DP
Your Chase utilization hit 71% — I've flagged a balance-to-rate arbitrage. Pay $1,600 today to recover 18 pts and drop to the 9.99% tier. Want me to model the full amortization?
Yes — show me the numbers
DP
$25k / 60mo:
Current (12.49%): $564/mo · $8,822 interest
After (9.99%): $530/mo · $6,820 interest
→ Delta: $2,002 saved 💰
Agent 2 · Gemini 1.5 Pro + GraphRAG

The Coach Agent

A proactive LLM layer that monitors your credit utilization in real-time and surfaces Balance-to-Rate arbitrage maneuvers — telling you exactly which payment, made today, yields the largest APR reduction.

Utilization spike detection

Monitors every balance change and fires alerts when utilization crosses score-penalty thresholds.

GraphRAG macro awareness

LlamaIndex indexes global interest rate trends — the coach adjusts its target rate recommendations when Fed policy shifts.

MCP protocol bridge

Connects the LLM to your local financial data, CSVs, and private calculation tools via the Model Context Protocol.

Multimodal · Gemini 1.5 Flash Vision

The Identity Vault

Gemini 1.5 Flash parses W2s, pay stubs, and tax returns in seconds using native multimodal vision. Agentic OCR workflows verify income and identity in real-time — reducing Time-to-Verification by 80%.

Vision-to-data extraction

Upload any W2, pay stub, or tax return image. Gemini Flash extracts structured income, employment, and deduction data.

Agentic verification loop

Cross-references extracted data against credit bureau records. Flags mismatches and requests re-upload automatically.

80% faster time-to-verification

What takes manual underwriting 3-5 days completes in under 60 seconds via the multimodal pipeline.

80%
faster verification
<60s
parse time
3 docs
W2, stub, return
identity_vault.py · Gemini 1.5 Flash
VERIFIED

Document Queue

W2_2023_Sarah_K.pdf
Parsed · Income: $94,200 · Employer: Verified
✓ 4.2s
PayStub_Dec_2023.jpg
Scanning with Gemini Flash Vision...
OCR
1040_TaxReturn_2023.pdf
Queued
Pending

Extracted Identity Data

gross_income$94,200 / yr
monthly_income$7,850
employerAcme Corp ✓ verified
employment_typeW-2 Full-Time
dti_ratio28.4% (acceptable)
identity_match98.7% confidence
parse_time4.2s (Gemini Flash)
vault_status VERIFIED · Ready for underwriting

Drop W2, pay stub, or tax return

PDF or image · Parsed by Gemini 1.5 Flash

The complete vibe stack

Four interconnected layers — orchestration, intelligence, identity, and UI — all working as a single agentic system.

Agentic Orchestration

LangGraph · Stateful cyclic workflows

The Underwriter Agent (deterministic) and Coach Agent (LLM) run as LangGraph nodes — stateful, cyclical, and re-evaluating on every credit event.

Intelligence & GraphRAG

Gemini 1.5 Pro · LlamaIndex · MCP

Gemini 1.5 Pro analyzes financial documents. LlamaIndex GraphRAG indexes global rate trends. MCP bridges the LLM to local data and private calculation tools.

Identity Vault

Gemini 1.5 Flash · Agentic OCR

Multimodal vision parses W2s, pay stubs, and tax returns in under 60 seconds. Agentic verification loop cross-references bureau data — 80% faster than manual underwriting.

Deterministic UI

React 19 · Tailwind · Framer Motion

The Delta Slider visualizes the amortization formula M = P·r(1+r)ⁿ/((1+r)ⁿ−1) in real-time, showing the exact dollar cost of every credit score point.

Simple, transparent pricing

Start free. Upgrade for full agentic power.

Free
$0
forever
  • Credit score dashboard
  • Delta Slider (3/month)
  • Underwriter Agent
  • Identity Vault
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Optimizer
$9/mo
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  • Unlimited Delta Slider
  • Underwriter Agent
  • Coach Agent + alerts
  • Identity Vault (5 docs)
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Pro
$24/mo
per month
  • Everything in Optimizer
  • Unlimited Identity Vault
  • GraphRAG market data
  • MCP custom integrations
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Free · No Credit Pull · Agentic from Day One

Your best rate is one
delta away

Let the Underwriter Agent calculate your risk grade, the Coach Agent find your arbitrage move, and the Identity Vault verify your income — all in under 60 seconds.

No credit pull · Cancel anytime · SOC 2 Certified