AI Development Services
AI Development Services
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AI Development Services

Use SoftTeco’s AI development services to add a competitive edge to your business through smart automation, predictive analytics and data-driven growth.

8

Years in AI

500

Employees

300

Customers Worldwide

450

Successful Projects 

The Impact of AI on Businesses 

78%


employees state that their company uses AI in at least one business function

93.7%


of Fortune 1000 companies see business value from their AI investment

1.5X


higher revenue growth among AI leaders

SoftTeco’s AI Software Development Services

AI product development

From predictive analytics to generative AI solutions, our team offers full-cycle AI software development. We support product delivery with market analysis and optimization of your existing infrastructure to make sure that our custom AI development brings maximal value without disrupting the performance of your business. 

Enterprise AI engineering

SoftTeco offers enterprise-level AI development with security and scalability being the top priorities. We keep your enterprise data safe through robust security practices and ensure seamless integration of the AI solution in all your interconnected systems. And as your business grows, we constantly retrain the AI model so it consistently delivers accurate results.

MVP / PoC development

If you want to test your idea with real users and start with a small project, we offer the development of MVP and POC solutions. With speed of delivery being their core benefit, they help test feasibility, collect valuable feedback and build further development strategy based not on guesswork but on real-life insights.

AI consulting

Not sure where to start with AI application development? We got you covered. SoftTeco offers AI consulting services that include the analysis of your current assets and resources, definition of business objectives and KPIs and identification of current pain points. After the analysis, we propose the most suitable solution, be it full-cycle AI development or optimization of your existing product.

AI integration

SoftTeco will help integrate your custom AI solution into the existing infrastructure, making sure that it connects seamlessly with all your systems. If needed, our team can modernize your legacy app and help with migrating to newer and more efficient technologies without losing an ounce of your data.

AI models training

Our ML experts offer a full-cycle ML model design and development. We start with data preprocessing and collection, offering work with public datasets in case you don’t have enough data. We will then fine-tune and train the ML model in full alignment with specific requirements of your industry, ensuring high accuracy of delivered results.

AI training & support

As your business evolves, so is the generated data. To keep your ML model relevant and accurate, we provide consistent model retraining and AI support. Whether you need to add another component to an existing solution or update your ML model, we can help with our training and support services.

AI Software Solutions We Deliver

Natural Language Processing (NLP)

SoftTeco designs NLP-powered solutions to help you enhance customer service, data analysis, and personalization. Whether you need to automate text processing, understand your customers better, or quickly process massive amounts of text, we can help. 

NLP solutions we develop:

  • Chatbots & virtual assistants
  • Sentiment analysis
  • Text classification & summarization
  • Machine translation

Computer Vision

Bring automation, speed, and efficiency to your processes with SoftTeco’s computer vision development services. We offer organizations innovative and modern solutions that utilize computer vision technology to help you work faster and smarter.

Computer vision solutions we develop:

Speech & Audio Processing

Our speech recognition and audio processing solutions help organizations process their documents in a quick, automated manner, thus saving time and money on manual transcription or manual data entry. 

Audio processing solutions we develop:

Generative AI

Speed up the content generation process and enhance customer personalization through Gen AI development services. SoftTeco’s ML experts work with a variety of tools, including RNNs, transformers, and diffusion models to deliver your perfect solution.

Gen AI solutions we develop:

  • Text generation
  • Image & video generation
  • Custom LLMs

Predictive Analytics

Eliminate guesswork from strategic decision-making and build your processes around real-life insights with our predictive analytics solutions. SoftTeco can help not only design the ML model but also prepare the dataset and fine-tune the model in accordance with your specific needs.

Predictive analytics solutions we develop:

  • Customer behavior prediction
  • Sales & demand forecasting
  • Risk & fraud detection
  • Financial forecasting
  • Predictive maintenance

Business Process Automation

SoftTeco provides a variety of automation solutions, designed to handle tasks of any level of complexity. Whether you need help with manual document processing or want to automate the entire workflow, we can assist in setup and implementation of the selected solution.

Automation solutions we develop:

  • RPA
  • Intelligent document processing
  • Workflow orchestration
  • Customer service automation
  • Fraud detection & compliance checks

AI Business Intelligence

Make your data work for you with SoftTeco’s AI business intelligence services. We take data processing to the next level by using advanced technologies and combining innovation with test-and-tried approaches.

BI solutions we develop:

AI Software Development Process at SoftTeco

Learn how our AI development company designs and delivers your next-gen AI solutions, tailored perfectly to your requirements:

01

Definition of Business Objectives

SoftTeco’s business analysts and ML engineers will help you define the existing pain points and goals and determine how exactly AI can help. We then determine the most suitable AI implementation strategy, which includes the selection of the AI model, evaluation of available data, and definition of KPIs.

Expected deliverables: a project brief with outlined goals, a feasibility study, and a high-level architecture of the proposed solution.

02

Data Collection & Preparation

SoftTeco’s data engineers and data analysts will identify available data sources and set up data pipelines for further collection. In case you do not have enough training data yet, we can start with synthetic data or public datasets. Our experts use tools like Roboflow and CVAT for dataset annotation and then split it into training and validation sets for further work.

Expected deliverables: data documentation (including its format, structure), initial EDA.

03

Model Development & Training

Once the data is ready, we will design and train the AI model on the annotated data. To achieve the most accurate results, we will set up preliminary evaluation metrics such as model precision and recall and will continuously tune hyperparameters.

Expected deliverables: a model prototype, training logs, documentation with algorithm choices and their justification.

04

Model Testing

Together with ML experts, SoftTeco’s QA engineers will test the designed model on real-world scenarios to see how its performance measures against the defined metrics. This might include A/B testing for performance comparison and validation loop for uncovering model drift.

Expected deliverables: validation and testing reports, approval for deployment.

05

Deployment & Integration

This step involves full integration of the developed model with your business logic and the configuration of the model’s monitoring. During this stage, our ML engineers work together with frontend and backend developers to ensure seamless integration with all parts of the system.

Expected deliverables: a detailed deployment plan, API implementation, a rollback plan.

06

Post-Launch Support

After the model is launched, we will closely monitor it for any possible issues as well as for the need for retraining. We will also update the model based on the new data (upon the request) and will perform scheduled model evaluations and revalidations.


Expected deliverables: an incident response guide, version history and change logs, a monitoring dashboard.

Don’t Rush with AI, Plan Your Moves Wisely

AI Development Services

Many organizations are rushing to implement AI features simply to gain a competitive edge. While early adoption can indeed bring advantages, the key question is not whether to use AI but where to use it. Randomly inserting AI into products or processes may create short-term buzz, but true value emerges only when AI addresses the right problems. Strategic adoption matters more than speed.

The businesses that thrive will be those that move beyond the race to simply “add AI”. Instead, they will ask deeper questions: Which processes in our organization truly benefit from AI? Where does automation free people to do more valuable work? How can AI enhance—not replace—human creativity and judgment?

AI Development Services
AI Development Services

Have an idea? 

We’ll help you turn it into AI

AI Projects That Make Us Proud

An Intelligent Business Chatbot

Our company designed and implemented a GPT-4-powered chatbot that helps us enhance and personalize customer service via 24/7 responsiveness and availability. We used a powerful RAG system for bot training and LLMs for data processing, achieving the needed accuracy and response style. We also implemented langdetect and FastText libraries for multi-language support.

An AI-Based Solution for Banana Leaf Health Monitoring

SoftTeco delivered an AI-powered solution for automated monitoring of banana trees in greenhouses and timely detection of disease symptoms via object detection and classification. After collecting the required data, our experts designed a classified model that works in conjunction with a specialized software module for image extraction.

A Smart Beehive Tracking System

SoftTeco used the computer vision technology to design an innovative mobile app that would help beekeepers automatically count the number of bees in a beehive. When a beekeeper takes a photo of the hive from the app, a smart ML model recognizes the bees in the photo and counts them, thus providing real-time beehive monitoring.

An AI-Powered Analyzer of Golf Players

Golf Club is a smart solution that uses computer vision to analyze golf players’ movements and posture and transforms the collected insights into technical requirements for further golf club manufacturing. SoftTeco was responsible for preliminary data collection and labeling and for the development of two AI models (one for detection and the other for segmentation).

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Why Choose SoftTeco As Your Artificial Intelligence Development Company?

Skilled AI Experts

SoftTeco’s Data Science & Machine Learning department consists of 30+ talented individuals who are proficient in delivering complex and scalable AI solutions. From data warehouse design to use of complex LLMs, our ML engineers can handle any data-related task and bring ultimate value to your business through innovation.

Bias Mitigation Strategies

Our AI software development company follows several bias mitigation techniques to ensure a high level of accuracy and fairness in our ML models. We use bias detection frameworks, such as BiasGuard and GPTBIAS, train models on diverse datasets, and follow rigorous model evaluation practices.

Diverse AI Experience

SoftTeco has been delivering AI solutions for clients across various domains, including fintech, healthcare, logistics, manufacturing, and education. From predictive analytics for banking to computer vision for manufacturing, we understand the particular requirements of your industry and are ready to deliver the corresponding solution.

Flexible Deployment Options

We offer flexible AI deployment, be it cloud, on-premises, or hybrid. Before starting work, we will carefully evaluate your current systems and available resources and will match your AI goals with the most suitable deployment option. In this way, you can rest assured that the implemented solution meets performance, scalability and security requirements.

What our clients say

Koby Ben Yechiel

SoftTeco knows how to provide a good match of candidates to our professional and personal/cultural requirements. I highly recommend SoftTeco for anyone who is looking for a good partner to grow their organization with.

Proudly Serving Industry Leaders

AI Development Services

AI Development Services

AI Development Services

AI Development Services

AI Development Services

AI Development Services

AI Development Services

Our Tech Stack

Backend

Java
.Net
C#
Node.js
Python
Php
GO

Frontend

React
Angular
Angular.js
Vue.js
Ember
Css
Html5

iOS

Swift
Obj-C

Android

Kotlin
Android

Cross-Platform

React Native
Flutter
Xamarin
Apache Cordova
Ionic

SQL

SQL
PostgreSQL
MySQL
Oracle
Microsoft SQL Server
Azure SQL Database

NoSQL

MongoDB
DynamoDB
Redis
Azure Cosmos DB
ArangoDB

Cloud Solutions

AWS
Azure
Google Cloud
Digital Ocean

DevOps

Docker
Kubernetes
Jenkins
Goreleaser
Maven
Docker
Git
Rancher
Devops
Argo

Machine Learning, AI,
Data Science, Big Data

Apache Spark
Hadoop
NumPy
Pandas
Mxnet
Deplay
spaCy
Or
Flask
PyTorch
Power BI
Atlan

QA Automation

Selenium
Selendroid
Cypress
Appium
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AI Software Development Costs

The costs for developing an AI software solution may vary from $10,000 to $500,000, depending on the specific requirements of each project. Below we list the approximate costs for different types of projects that our clients might request:

POC Development

MVP Development

Full-Fledged Product Development

Additional Costs

POC Development

The Proof of Concept development involves the creation of the product’s prototype with an aim to study the feasibility of the idea. It normally includes a small-scale preparation of the dataset, basic algorithm selection, design of the prototype model and the initial evaluation of its performance.

Average cost: $10,000 – $50,000
Duration: 4-8 weeks

MVP Development

The minimum viable product development is a step up from the POC development and offers a more robust dataset and a more complex AI model. The MVP helps collect feedback from real users and understand what further improvements should be made to the product and why.

Average cost: $40,000 – $150,000
Duration: 2-5 months

Full-Fledged Product Development

With its event-driven, non-blocking I/O model, Node.js enables developers to create highly scalable applications that can accommodate a growing user base without compromising performance.

Average cost: $100,000 – $500,000
Duration: 6-12+ months

Additional Costs

Below we list the most common additional costs that are associated with artificial intelligence software development:

Data labeling: $5,000 – $40,000 (depending on the size and complexity of the dataset)
Cloud infrastructure: $500 – $10,000/month (depending on the usage)
Model maintenance: $20,000 – $80,000/year
Security & compliance audits: $5,000 – $20,000/audit

Frequently Asked Questions

How long does it take to develop an AI-based solution?

The timeline for developing an AI-powered product can vary depending on the complexity and scope of the project. Generally, it can take from several months to 1 year or more to develop a functional solution. The development process involves several stages, including data collection and preparation, model training and testing, and deployment and maintenance. Each of these stages can take several weeks or months to complete.

What kind of ROI can I expect from AI implementation?

The ROI from AI implementation will be highly different for every business due to the factors affecting it, such as quality and quantity of available data, maturity of AI integration, or relevance of AI use cases. 

However, if we look at average statistics, most companies adopting AI report the following:

1. 15-30% improvement in productivity and employee efficiency due to task automation
2. 10-40% reduction in costs due to optimization of resource allocation, automation of workflows and elimination of the human error factor
3. 5-15% sales increase due to data-based decision making, better customer analysis and enhanced personalization.

Do you support multi-language AI solutions?

Yes, SoftTeco supports multi-language AI solutions – here is how. We use high-quality multilingual datasets and pretrained multilingual models like mBERT or GPT-4 to deliver accurate and domain-specific results. We also combine custom datasets with transfer learning and implement continuous localization so the delivered content is always relevant.

 How do you address bias and fairness in AI models?

To ensure that our AI solutions are reliable and inclusive, we implement the following processes:

1. Use diverse and representative datasets 
2. Use specific tools for bias analysis (IBM AI Fairness 360, Microsoft Fairlearn)
3. Use specialized techniques like adversarial debiasing or reweighting for bias reduction
4. Perform testing across different demographic slices 
5. Align AI development with all needed regulations and standards

What kind of data do I need to provide for AI development?

To start, we ask our clients to provide core training data, which is the primary dataset used for AI model training. It may include images and videos, text documents, chat logs, and sensor readings. The main requirement for the cote training data is that it should be accurate, complete, and cover all relevant variations. 

We might also request annotated data and contextual data for extra context. As we proceed with the AI model development and training, we will also need validation and testing datasets that often include historical data and are used for model testing. 

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