AI & Advanced Technologies

AI & Machine Learning Solutions

The key to delivering unified, seamless, and intelligent customer experiences across all industries, from banking and insurance to retail and beyond. We don't do AI experiments. We build intelligent systems that integrate directly into business operations and deliver measurable ROI.
AI Machine Learning

What We Offer

Our comprehensive AI and machine learning services are designed to deliver tangible business outcomes across your organization.

AI Strategy & Use Case Definition

We start by identifying high-impact, feasible use cases based on your data maturity and business priorities—ensuring every model we build is linked to clear outcomes.

Custom Model Development

From traditional machine learning to deep learning and time-series forecasting, we build and train models tailored to your context using structured, semi-structured, or unstructured data.

Predictive & Prescriptive Analytics

Leverage forecasting, recommendation systems, anomaly detection, and optimization algorithms to improve decision-making and automate next-best actions.

AI Platform Integration

We integrate models directly into your systems or apps (web, mobile, CRM, ERP), using APIs or embedded services. We also support deployment on cloud (Azure, AWS, GCP) or on-prem environments.

Model Monitoring & Governance

All models include drift monitoring, retraining pipelines, and explainability layers to ensure performance, compliance, and trust over time

Real-World Use Cases

Our AI solutions deliver tangible results across diverse industries and business functions.

Hospitality AI Solutions

  • Multilingual guest agents handling bookings, upsells, and service requests
  • Integration with PMS and ticketing tools for real-time action

"Our Quicktext-based deployment manages over 80% of chat volume for a hotel group, syncing directly with booking and CRM systems."

View Quicktext case study

Hotel Concierge

Online now

I'd like to book a spa treatment during my stay next week.

I'd be happy to help you book a spa treatment! I see you're staying with us from May 20-24. What day and time would you prefer for your treatment?

Behind the scenes:

1. Intent detected: spa_booking

2. Checking reservation system...

3. Found reservation #RT78901

Banking AI Solutions

  • AI that triages support tickets, summarizes loan applications, and auto-generates advisor memos
  • Automated document processing with 65% reduction in manual handling time

"A private bank uses our LLM system to summarize large PDF loan requests into internal memos, speeding approvals and reducing manual reading time."

View STB Bank case study

Loan Application Summary

Key Details
  • Applicant: ABC Corporation
  • Loan Amount: €2.5M
  • Purpose: Equipment financing
AI Recommendation

Application meets standard approval criteria. Recommend proceeding to underwriting with standard terms.

Processing pipeline:

Document
Analysis
Summary

Retail AI Solutions

  • Customer support agents trained on product and policy data
  • NLP for product matching and structured catalog cleanup
  • Product description generation and SEO augmentation at scale

"A regional e-commerce platform uses our agent to generate over 3,000 unique product descriptions weekly—reducing content costs by 70% and improving search visibility."

View Carrefour case study

Product Content Generator

Product Data
  • SKU: TS-BL-M-001
  • Category: Apparel > T-Shirts
  • Brand: EcoWear
Generated Description

Elevate your casual wardrobe with this premium navy blue EcoWear t-shirt. Crafted from 100% organic cotton, this medium-sized tee offers breathable comfort and sustainable style.

Weekly output:

3,214 products processed

Insurance AI Solutions

  • Form extraction, policy comparison, and internal compliance support
  • Automated underwriting assistance with risk assessment

"Junior claims staff at a major insurer use a chatbot trained on their own documentation to validate clause requirements before escalation."

View GAT Assurances case study

Policy Comparison Assistant

Query

Does our standard auto policy cover rental cars in foreign countries?

AI Response

The standard auto policy provides limited coverage for rental vehicles in foreign countries:

"Coverage extends to temporary rental vehicles for up to 14 consecutive days, subject to a $500 deductible increase."

Knowledge base:

42
Policy Docs
156
Guidelines
93
Legal Refs
78
Claim Procs
215
FAQ DB

What We Build

Our AI solutions are designed to solve real business problems and integrate seamlessly with your existing systems.

Language Understanding & Text Automation

We build NLP workflows that extract, classify, and generate business-critical information.

Example: An insurance provider uses our LLM pipeline to extract key risk indicators from PDFs submitted by brokers—automatically populating internal quote forms and saving hours of manual input.

Actionable AI Agents

We design agents that do more than respond—they act. Our systems can:

  • Create or update tickets
  • Trigger follow-ups
  • Escalate tasks based on timing or sentiment
  • Hand off to human agents with full history

Example: A hospitality client uses an agent to create maintenance tickets in their PMS when guests request room service via live chat, with follow-up reminders if the issue isn't closed within 20 minutes.

Multi-Agent Orchestration

Using frameworks like Langflow and MCP Protocol, we define clear rules and responsibilities for multiple AI agents to collaborate across tasks.

Example: In customer support, we deployed a system where one agent handles classification, a second collects missing context, and a third triggers routing—all coordinated through a shared memory and fallback system.

Visual Workflows & Automation

We connect AI decisions to your existing tools using n8n, so actions can propagate through your CRM, helpdesk, or internal systems without new infrastructure.

Example: A bank routes classified email tickets to Salesforce, internal dashboards, or legal review based on AI-tagged priority and department.

Tools We Use

We leverage industry-leading tools and frameworks to build robust, scalable AI solutions.

ModelContextProtocol

MCP Protocol

For modular, controlled agent behavior

LangChain

LangChain

Visual development for multi-agent systems

n8n

n8n

Workflow automation connecting AI to systems

Bridge

Our platform for integrating AI with legacy tools

Monitoring

Datadog / Azure Monitor for visibility

RAG Pipelines

For private knowledge search and summarization

Why Satoripop

Our approach to AI and machine learning is focused on delivering real business value.

AI That Delivers

Our models are tuned for production, not just proof of concept.

Vertical Insight

We embed AI within sector-specific operations for faster adoption and clearer ROI.

Integrated Teams

Data scientists, architects, and industry consultants collaborate from day one.

Secure & Compliant

We build with traceability, explainability, and ISO 27001-backed governance in mind.

Accelerators & Tools

We leverage internal platforms and pretrained components to shorten time to value.

Get Started

Whether you're launching your first AI initiative or scaling existing models into business-critical systems, we'll help you do it securely, ethically, and with purpose. Contact our AI team to discuss your use cases