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LLM-Powered Recommendation System

An Israeli startup is transforming U.S. service providers' personalized offerings. Dataforest scaled the project from prototype to a full web app with advanced ML, LLMs, and RAG fine-tuning. Managing 100,000+ products for 50,000+ customers, it delivers precise recommendations and revenue forecasts, maximizing sales opportunities
<1 min

tailored recommendations delivery

100,000+

products supported by the platform

LLM-Powered Recommendation System
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LLM-Powered Recommendation System

Chargeback Management B2B SaaS Platform

Chargeback is a powerful B2B SaaS platform designed to revolutionize chargeback management. With enterprise-grade API integrations (Ethoca, Verifi), seamless payment processor connections (Stripe, Shopify, Braintree and others), and real-time dispute alerts, it empowers merchants to stay ahead of chargebacks before they happen. Featuring dynamic billing and intuitive dashboards, Chargeback helps businesses retain more revenue, reduce operational costs, and enhance trust with payment processors and customers.
90%

of transactions related to the incoming alerts are successfully identified

75%

of identified transactions are automatically refunded

Chargeback Management B2B SaaS Platform
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Chargeback Management B2B SaaS Platform

Reporting & Analysis Automation with AI Chatbots

The client, a water operation system, aimed to automate analysis and reporting for its application users. We developed a cutting-edge AI tool that spots upward and downward trends in water sample results. It’s smart enough to identify worrisome trends and notify users with actionable insights. Plus, it can even auto-generate inspection tasks! This tool seamlessly integrates into the client’s water compliance app, allowing users to easily inquire about water metrics and trends, eliminating the need for manual analysis.
100%

of valid input are processed

<30 sec

insights delivery

Klir AI
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Automating Reporting and Analysis with Intelligent AI Chatbots

Gen AI Hairstyle Try-On Solution

Dataforest developed a top-on-the-market Gen AI hairstyles solution for US clients. It consists of the technology for the main product and the free trial widget. The solution generates hairstyle try-ons using the user's selfie. We had two primary objectives. The first was to ensure high accuracy in preserving the user's facial features. The second one was to create hairstyles that showcase the most natural hair texture. Our vast experience in Gen AI and Data science helped us achieve 94% model accuracy. It guarantees high-quality user face resemblance and natural hair in the generated photos. And it results in much higher user satisfaction, making it #1 on the market.
<30

sec photo delivery

90%

user face similarity

Beauty Match 2
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Gen AI Hairstyle Try-On Solution

Improving Chatbot Builder with AI Agents

A leading chatbot-building solution in Brazil needed to enhance its UI and operational efficiency to stay ahead of the curve. Dataforest significantly improved the usability of the chatbot builder by implementing an intuitive "drag-and-drop" interface, making it accessible to non-technical users. We developed a feature that allows the upload of business-specific data to create chatbots tailored to unique business needs. Additionally, we integrated an AI co-pilot, crafted AI agents, and efficient LLM architecture for various pre-configured bots. As a result, chatbots are easy to create, and they deliver fast, automated, intelligent responses, enhancing customer interactions across platforms like WhatsApp.
32%

client experience improved

43%

boosted speed of the new workflow

Botconversa AI
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Improve chatbot efficiency and usability with AI Agent

Enhancing Content Creation via Gen AI

Dataforest created an innovative solution to automate the work process with imagery content using Generative AI (Gen AI). The solution does all the workflow: detecting, analyzing, labeling, storing, and retrieving images using an end-to-end trained large multimodal model LLaVA. Its easy-to-use UI eliminates human involvement and review, saving significant man-hours. It also delivers results that impressively exceed the quality of human work by having a tailored labeling system for 20 attributes and reaching 96% model accuracy.
96%

Model accuracy

20+

Attributes labeled with vision LLM

Beauty Match
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Revolutionizing Image Detection Workflow with Gen AI Automation

AI and Machine Learning for Healthcare

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Industry-Specific Workflow Automation

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Healthcare—Spend More Time on Patients, Less on Paperwork

  • AI transcribes consultations and writes clinical notes in real-time, reducing documentation time by 60–70% per visit.
  • Systems within AI workflow automation flag missing documentation and continuously validate records against regulations, reducing audit preparation time from weeks to days.
  • Predictive scheduling matches staff to patient flow and equipment needs, decreasing idle time by 20–30% and eliminating most manual coordination.
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retail icon

Retail—Stop Guessing What Sells and When

  • AI workflow consulting services implement data-driven workflow optimization that predicts demand by location and season, resulting in a 25–40% reduction in overstock.
  • Automated responses handle 70–80% of routine questions instantly, freeing staff to focus on complex issues that require judgment.
  • Dynamic pricing automation integrates with workflow automation tools to adjust in real-time, lifting margins by 5–15% without requiring manual repricing.
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Finance—Catch Problems Before They Cost Millions

  • AI flags suspicious patterns across thousands of transactions per second, catching 40–60% more fraud than rule-based systems while reducing false positives.
  • Automated underwriting, powered by AI workflows, evaluates applications in minutes instead of days, reducing processing costs by 50–70% and accelerating approvals without increasing risk.
  • Systems pull data from multiple sources and generate compliant reports automatically, shrinking reporting cycles from weeks to hours and eliminating manual errors.
Get free consultation
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Manufacturing—Know What Breaks Before the Line Stops

  • AI-powered workflows sequence jobs based on machine availability, material flow, and order priority, resulting in a 15–25% reduction in idle time and a decrease in late deliveries.
  • Vision systems spot defects that humans miss or catch too late, identifying 90–95% of issues before products leave the floor.
  • Automated tracking and reordering are orchestrated through workflow automation layers, and triggers reorder when stock levels drop, preventing 60–80% of material shortages that halt production.
Get free consultation
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Logistics—Move More Without Burning Fuel

  • AI recalculates routes in real-time based on traffic, weather, and delivery windows, resulting in a 10–20% reduction in fuel costs and an improvement in on-time rates.
  • Data extraction from bills and forms is handled through AI workflow automation, eliminating 80–90% of manual entry that delays shipments.
  • Workflow optimization with AI orchestrates picking sequences and stock placement within facilities by 25–35%, thereby speeding throughput without requiring additional labor.
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Real Estate—Close Deals Faster Without Chasing Every Lead

  • AI-powered workflows score inquiries by budget, timeline, and property fit within minutes, allowing agents to focus on the 20–30% of leads that convert, rather than calling everyone.
  • Models compare recent sales, local trends, and property condition in seconds instead of hours. Valuations land within 5–8% of what a human appraiser would estimate.
  • Automated valuations and document routing in AI workflow automation shrink turnaround time by 70–85%.
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Reviews

Blake Fausett

Blake Fausett

Principal Systems Architect at Sagis Diagnostics
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Dmitri Nedelchev

Dmitri Nedelchev

Head of Risk Management at ICU
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They've had a quick grasp of what we are trying to do and delivered to our spec without a fuss. We are comfortable that we have a good product that will get traction.

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Stuart Theobald

Chairman Intellidex, Financial Services and Consulting company
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They understood our requirements, translated into actions rapidly, and adapted to requests easily. DATAFOREST delivered the product on time. Moreover, their communication was excellent. They were understanding, fast, and flexible.

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Josef Ganim

Founder & CTO Dropship.io
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In the first year of cooperation we earned an extra $150,000 in profit from the information DATAFOREST’s work provides us. I really enjoy working with DATAFOREST and the products they’ve delivered. They’ve allowed us to grow our business exponentially!

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Jonathan Lien

CEO Advanced Clear Path, Inc., E-commerce Company
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DATAFOREST’s services are worth every penny. The team strives to create cost-efficient solutions to make the engagement worthwhile. Equipped with reliable data management skills, they supply me with marketable product. 

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Enrico Cattabiani

Founder & CEO IDN, Infrastructure Deals Network
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They have very intelligent people on their team — people that I would gladly hire and pay for myself. DATAFOREST has exceeded our expectations, playing a very important role as our technology partner.

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Robert P.

CTO Cybersecurity
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DATAFOREST has exceeded our expectations. The team has delivered effectively and organized all communication via virtual meetings, email, and messaging apps. Their unique approach to organizing deliveries impressed us.

Kate Shcherbak

Kate Shcherbak

Product Marketing Manager, Software Development Company

Qvist Sweden AB

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Their data engineering expertise is definitely at the highest level. The team has clear communication and facilitates sprints smoothly. They're also highly transparent, resulting in an effective partnership.

Darleen Lydia

Darleen Lydia

Partner, Qvist Sweden AB

Still Have Questions?

What is data engineering? Why is it important?

Data engineers build data systems that collect and store information. These systems manage a lot of data with secure data ingestion. Analysts use this data to find answers. Businesses then make decisions based on data processing.

How does data engineering help business operations?

Customization makes routines easy. It analyzes customer behavior through data solutions. You can decide immediately. Raw data is converted into useful plans using automated data processing.

How long does it take to implement?

Development takes a few days to a month. A typical engineer takes one to three months. Complex solutions take three to six months. Time depends on your system and current custom data. We implement tools in stages to support continuous data services.

How much does it cost?

Prices depend on the size of the program and the amount of custom data. We recommend an initial fee assessment from our data developers. Our experts will calculate the exact price. You can estimate the price with our calculator.

Which sectors have the most value?

Financial services and healthcare are seeing the biggest gains. Small businesses and manufacturing are also benefiting from data solutions. These sections contain customer data. They are easy to follow the rules. Businesses with a lot of marketing activity are seeing a faster return on investment.

Where should a business begin?

Check your current data system setup and goals. Build a plan that fits those needs. Find easy wins first. Run a small test in one department. Show the value there. Then expand to the rest of the company.

Is it better to start with a consultation?

Yes. A consultation connects tech, AI, and data services to your goals. We find problems early. We choose the right tools. You save money later.

Are you a full-cycle provider?

We handle the whole process. We plan the strategy. We build the data system. We manage data ingestion and data processing. We stay to support your custom data products.

Will different data formats cause problems?

No. Modern tools handle many sources. We clean and combine them using robust data ingestion. The original format does not matter. The location does not matter. We bring it all together.

What is your team's experience?

Our data developers average 18 years of experience. They have finished projects in many industries. They hold top certifications. They know the latest tech in data systems and data solutions.

We’d love to hear from you

Share the project details – like scope, mockups, or business challenges.
We will carefully check and get back to you with the next steps.

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