AI Solutions for Travel-Tech
Travel-tech platforms today operate in a fragmented, high-volume, API-driven ecosystem. Legacy supplier integrations, inconsistent data models, poor content quality, and rising operational costs slow down growth and directly impact revenue. DevPals helps companies modernize their platforms by embedding production-grade AI solutions directly into core engineering, data, and commercial workflows.
Core Industry Challenges We Address
Across OTAs, aggregators, channel managers, and wholesalers, we repeatedly see the same structural problems
DevPals AI solutions are designed as modular blocks that can be adopted independently or combined into a full AI layer over any platform or system.
What We Deliver
Decision Support and Optimization
AI-powered systems that analyze data and support faster, better decisions — embedded into products, and internal tools.
Intelligent Automation
Automating manual, repetitive, or decision-heavy processes using AI models integrated directly into workflows and systems.
Cost and Scale Improvements
Using AI to optimize latency, infrastructure usage, and operational costs without linear growth in headcount.
DevPals builds AI that actually ships and actually pays off.
How We Work
While every system is different, our AI solutions commonly deliver
Discovery and Feasibility
We identify where AI creates real value — and where it doesn’t.
Architecture and Integration Design
We design AI systems that fit into existing platforms, data flows, and security requirements.
Production Implementation
Models, pipelines, and integrations built for reliability, observability, and scale.
Measurement and Optimization
Continuous improvement based on real-world performance and business impact.
What Clients Typically Achieve
Our AI engagements follow a consulting-first approach
Reduced operational costs through automation
Faster decision-making and lower system latency
Scalable solutions without proportional team growth
AI becomes a lever — not a liability.
All solutions are designed around your data, your constraints, and your existing technology stack.
AI Inventory Optimization and Smart Mapping Engine
is a tool designed to optimize and automate the management of property data across various suppliers.
The Problem
Each supplier uses its own amenities taxonomy, property types, and field naming conventions, which leads to inconsistencies. Manual mapping of these data points becomes slow, expensive, and doesn’t scale efficiently.
DevPals AI Solution
The Engine solves the problem by ingesting raw supplier objects, regardless of schema. It automatically maps amenities to a unified taxonomy, classifies property types, normalizes object structures, and detects and flags duplicates, all without manual intervention.
Target Users
This solution is ideal for inventory aggregators, channel managers, wholesalers, and large OTAs that manage diverse property data from multiple sources.
AI Duplicate Detection and Object Clustering
solution is designed to identify and resolve duplicate property listings across different suppliers.
The Problem
A single property may be listed by multiple suppliers through different APIs, each with different name, geolocation, images, and descriptions. This inconsistency leads to data pollution, pricing conflicts, and poor UX, ultimately hurting both businesses and clients.
DevPals AI Solution
The service automatically identifies and clusters identical properties using a variety of technologies. These include NLP for name similarity, computer vision for image matching, geo-spatial clustering, and text similarity for descriptions.
The Value
The solution outputs automatic clustering with confidence scores for each match, while human review is optional.
AI Content Quality and Enhancement Pipeline
focuses on improving the quality and consistency of property descriptions and related content.
The Problem
Many property descriptions are either too short, outdated, or incorrect. Additionally, vacation rentals are often underrepresented in comparison to classic hotels, and OTAs and GDSs may reject low-quality inventory listings due to insufficient detail or inaccurate information.
DevPals AI Solution
The solution generates SEO-optimized descriptions, conversion-focused sales copy, and concise summaries for listings. It also detects mismatches in amenities and identifies outdated or conflicting data. Furthermore, it supports multi-language auto-translation, enhancing the reach of the content globally.
The Value
By improving content quality, the solution drives higher conversion rates, increases supplier acceptance, and provides a significant uplift in non-hotel inventory supply.
AI Supplier Onboarding Agent
streamlines the onboarding process for new suppliers by automating much of the integration work.
The Problem
Typically, onboarding a new supplier involves studying API documentation, reverse-engineering inconsistent schemas, and spending weeks on development and QA. This process is time-consuming and prone to a great deal of errors.
DevPals AI Solution
The solution simplifies this by reading and understanding API documentation in various formats (Swagger, PDF, HTML). It analyzes endpoints and data models, suggests field mappings, test requests, and edge cases, and detects integration issues before they reach production.
Target Users
This solution is ideal for companies dealing with legacy suppliers or platforms that are rapidly scaling their supplier base.
AI B2B Support Agent
focuses on automating responses to repetitive support tickets from business clients.
The Problem
Up to 80% of the support tickets are repetitive, relating to common issues such as API errors, missing availability, cancellations, amendments, incorrect rates and etc. Addressing these manually takes up significant time and resources.
DevPals AI Solution
The solution understands logs, API errors, and client context, explaining what went wrong, where the issue originated (whether it’s the supplier or platform), and recommending actions to resolve it. The solution integrates seamlessly with tools like Zendesk, Intercom, and Jira for smooth workflow integration.It helps optimize support operations by reducing manual intervention and speeding up response times.
Target Users
This solution is ideal for B2B SaaS platforms, enterprise-level businesses managing numerous API connections, customer support teams handling large volumes of repetitive queries, and tech teams that need streamlined issue resolution processes.
Pricing and Availability AI Anomaly Detection
identifies and flags anomalies in pricing and availability data to prevent revenue loss.
The Problem
Incorrect pricing (e.g., listing a property for 10€ instead of 100€), invalid availability, and currency mismatches can significantly impact revenue and lead to customer complaints.
DevPals AI Solution
The solution compares current data against historical trends, nearby comparable properties, and seasonality patterns to identify suspicious prices and availability states. It flags anomalies in real-time, helping to protect revenue and reduce customer complaints.
The Value
This solution offers a clear ROI by preventing revenue loss and providing a measurable reduction in customer complaints.
BI Agent for Commercial Teams
provides real-time insights into supplier performance, conversion bottlenecks, and inventory quality for commercial teams.
The Problem
Sales and partnerships teams often lack the real-time data they need to make informed decisions. Without actionable insights, they may struggle with evaluating supplier performance, identifying conversion issues, and assessing the quality of inventory.
DevPals AI Solution
The solution answers key questions such as which properties should be promoted, which suppliers are underperforming, where conversions are being lost, and which inventory should be disabled. It pulls data from internal databases, logs, and commercial KPIs to provide a comprehensive view of business performance.
Target Users
This solution is perfect for commercial and sales teams in OTAs and tour agencies, partnerships and business development teams seeking better supplier insights, marketing teams looking to optimize conversion rates, and data-driven teams that require real-time business intelligence to guide strategic decision-making.
NLP / API Adapter
allows users to interact with legacy APIs using natural language.
The Problem
Legacy APIs can be complex and difficult to use, especially when users want to retrieve data through simple, intuitive queries.
DevPals AI Solution
The AI abstraction layer allows users to make requests in natural language (e.g., “Show me available villas with an infinity pool in the Spanish Riviera”). The AI automatically selects the relevant endpoints, determines the necessary parameters, and aggregates the response in a normalized format, saving users time and effort.
The Value
This solution transforms API interaction by enabling API-as-Natural-Language for B2B platforms, delivering massive productivity gains for partners.
Bridging the Gap Between Legacy Systems and Modern AI: The Strategic Blueprint for Travel and Hospitality Leaders
AI Solutions, Designed with Engineering Precision
Our focus is pragmatic AI: measurable cost reduction, faster time-to-market, and higher conversion — not experiments.