AI / ML

AI & Machine Learning – turn data into decisions

Bank statement analysis, AI workflows, predictive analytics, NLP, and computer vision. Built with explainable AI so every decision can be traced.

Intelligence where it moves the needle

We build production-grade AI systems that integrate with your existing data and approval flows. From automating loan underwriting to detecting inventory shrinkage, we combine ML models with human-in-the-loop checkpoints so you stay in control.

Bank statement analysis (PDF/CSV) with credit risk score

Document fraud detection with computer vision

NLP-powered chatbots, summarization, and sentiment

Predictive analytics for churn, sales, and demand

Explainable AI – every decision has a traceable reason

On-premise or cloud – your data never leaves your environment

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Offerings

What you get

Every engagement is scoped, priced, and delivered with full transparency.

Bank Statement Analysis

Extract income, expenses, bounce history, volatility, and a 0-100 credit risk score from any PDF, Excel or OFX statement.

AI Workflows

Chain multiple AI models and human approvals for loan decisions, onboarding, refunds, and more.

Predictive Analytics

Sales forecasts, churn prediction, demand forecasting and fraud detection tuned to your data.

NLP & Chatbots

Virtual assistants, policy Q&A, sentiment analysis, and multi-language document summarization.

Computer Vision

OCR, object detection, damage assessment, KYC document verification and signature matching.

LLM & GenAI

Custom GPT-style agents, retrieval-augmented generation, and fine-tuned models on your corpus.

Tech Stack

Tools of the trade

Frameworks

PyTorch
TensorFlow
scikit-learn
LangChain
LlamaIndex

Models

OpenAI
Claude
Llama
Mistral
HuggingFace

Vision & OCR

OpenCV
Tesseract
AWS Textract
YOLO
Detectron2

MLOps

MLflow
Kubeflow
SageMaker
Vertex AI
Weights & Biases
How we deliver

Our proven process

01
Problem framing

We define the business metric first, then choose the model family.

02
Data audit

Quality, bias, volume, and labeling gaps mapped before training starts.

03
PoC

2-4 week spike with a measurable baseline and success criteria.

04
Production pipeline

CI/CD, monitoring, drift detection, and human review workflows.

05
Deployment

On-premise, private cloud or hybrid with full data residency control.

06
Monitoring & retraining

24/7 model monitoring, automated retraining, and explainability dashboards.

Benefits

Why teams choose 9ance.ai

80% accuracy improvement over rule-based systems

Models run on-premise or cloud – your data stays with you

Explainable decisions for compliance and audit

Pre-built connectors for banking PDFs, KYC APIs, OCR

Human-in-the-loop checkpoints for sensitive flows

Dedicated 24/7 AI model monitoring support

80%+

Accuracy lift

30%

Lower NPA for NBFCs

24hr

Loan approval time

99.9%

Model uptime SLA

Let's Build Something Great Together

Free architecture review. No obligation. Response within 2 hours.