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AI-Powered Sustainability Risk Assessment for Financial Institutions

Domain-specific LLM that analyzes SME sustainability performance in seconds, helping banks make faster, more informed lending decisions.

Sustainly AI Agent
Analyzing sustainability data for TechCorp GmbH...
Risk Assessment Summary
B+
ESG Score
Med
Risk Level
94%
Confidence
Processing 2,847 data points from 12 sources

See Our AI Agent in Action

Watch how our domain-specific LLM analyzes sustainability data and generates risk assessments in real-time.

Interactive Demo

View the full interactive demo on a larger screen to experience our AI agent in action.

Document Ingestion

AI processes financial reports using fine-tuned document models

LLM Analysis

Domain-specific model extracts 342+ ESG data points

Risk Simulation

Monte Carlo simulations across 18 risk scenarios

2.3s
Average analysis
94%
Model accuracy
342
ESG data

Enterprise-Grade AI Architecture
Built for Financial Services

1

Data Ingestion

  • OCR & Document Processing
  • Multi-format support (PDF, Excel, CSV)
  • Automated data extraction
2

AI Analysis Engine

  • Fine-tuned GPT-4 on 125K+ ESG reports
  • Custom RAG pipeline with vector database
  • Real-time entity extraction
  • Risk pattern recognition
3

Risk Simulation

  • Monte Carlo simulation engine
  • 10,000+ scenario iterations
  • Regulatory compliance checks
  • Automated report generation

Built on Cutting-Edge AI & Cloud Infrastructure

Enterprise-ready technology stack designed for security, scalability, and performance.

🧠
Large Language Models
GPT-4Custom Fine-Tuning
ML Frameworks
PyTorchTensorFlowHugging Face
🗄️
Vector Databases
PineconeWeaviate
☁️
Cloud Infrastructure
AWSGoogle Cloud Platform
📊
Data Processing
Apache SparkPandas
🎲
Simulation
NumPySciPyMonte Carlo
🔌
APIs
RESTfulGraphQL
🔒
Security & Compliance
SOC 2GDPR Compliant
99.9% uptime SLA
Enterprise-grade security
Scalable to 10,000+ assessments/day
EU data residency options

Delivering Measurable Impact

0%
Faster Loan Decisions
Banks reduce SME loan approval time
0%
Model Accuracy
AI confidence in sustainability risk scoring
0+
Companies Analyzed
SMEs assessed across EU markets
10,000 simulations running

Proprietary Risk Simulation Engine

Our simulation engine runs 10,000+ scenarios to model:

  • Climate transition risk impact on borrower cash flows
  • Regulatory compliance cost scenarios
  • Supply chain ESG disruption probability
  • Reputational risk exposure

Results delivered in seconds, not weeks.

Technical Details
Stochastic modeling
Bayesian inference
Real-time risk quantification
Confidence interval calculation
Technical Documentation

Enterprise-Ready from Day One

Bank-Grade Security

SOC 2 Type II certified. GDPR compliant. EU data residency.

Seamless Integration

RESTful API. Webhooks. Pre-built connectors for major banking systems.

Unlimited Scalability

Process thousands of assessments simultaneously. Auto-scaling infrastructure.

Dedicated Support

Implementation team. Training. 24/7 technical support.

White-Label Option

Custom branding. Embedded in your loan origination system.

Advanced Analytics

Real-time dashboards. Portfolio-level insights. Export to BI tools.

Meet the Founders

Combining deep expertise in sustainable finance and cutting-edge technology to transform ESG assessment.

Peter Špirec

Peter Špirec

CEO

"At Sustainly, we believe that the issue of ESG and sustainability can be approached pragmatically. There's no need to be afraid of it; you've already done most of the work in your company, you just don't know that ESG is behind it."

Experience

  • Sustainable Finance
  • Institutional ESG governance
  • Advising corporate clients
  • First ESG bond in the banking sector in the Czech Republic
  • Leadership of the European Taxonomy Working Group under the Czech Banking Association
Kasra Parhun

Kasra Parhun

CTO

"Kasra is a senior, product-focused Full-Stack Engineer with core expertise in building secure, high-performance applications. Leveraging an AI-native workflow and a deep background in quality assurance, he analyzes complex architectural challenges from multiple perspectives to deliver robust, scalable solutions."

Experience

  • Full-Stack Development: Next.js, TypeScript, PostgreSQL
  • Systems Engineering: Database schemas, API integrations
  • Web3 & Fintech: Blockchain, wallet integrations, smart contracts
  • Quality Assurance Leadership: E2E testing strategies
  • Business Growth: Decade of scaling digital properties