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Solutions

Solutions by industry

Data and machine learning use cases we deliver for e-commerce, finance, logistics, HR, real estate and life sciences teams.

01

E-commerce & Retail

Availability, pricing and demand intelligence for online and omnichannel retailers in any market.

Competitor price and stock monitoring across countries
Demand forecasting by SKU, store and region
Review and defect mining in multiple languages
Catalog enrichment and attribute extraction

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02

Banking, Finance & Fintech

Alternative data, risk scoring and document automation for financial teams.

Alternative data for credit and market research
News and filings sentiment analysis
Transaction anomaly and fraud detection
KYC and statement data extraction

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03

Logistics & Supply Chain

Freight, inventory and supplier intelligence that keeps landed costs predictable.

Freight rate and port performance tracking
Supplier and commodity price monitoring
Inventory and demand planning models
Disruption early-warning signals

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04

HR Tech & Recruitment

Talent market analytics and matching models for recruiters and HR platforms.

Hiring demand and skills analytics by country
Resume parsing and job matching
Salary benchmarking in local currency and USD
Attrition risk modelling

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05

Real Estate & PropTech

Listing intelligence and valuation models for brokers, investors and platforms.

Listing aggregation and de-duplication
Automated valuation and yield models
Neighbourhood and amenity scoring
Cross-border market comparisons

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06

Healthcare & Life Sciences

Research, trial and document intelligence built from public and licensed sources.

Clinical trial and site landscape monitoring
Literature and registry mining
Clinical document extraction
Patient-free analytics with privacy by design

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Capabilities

The building blocks behind every solution

Each solution combines the same proven services, tailored to your data and goals.

Web Data Collection Reliable pipelines that turn websites, APIs and public sources into structured, analysis-… Data Engineering & Pipelines ETL/ELT pipelines, warehouses and data models that keep analytics and machine learning fe… Data Labeling & Annotation Human-in-the-loop annotation for text, images and documents, with multi-stage QA and meas… Custom Machine Learning Models Forecasting, classification, recommendation and anomaly detection models trained on your… Generative AI & LLM Solutions Retrieval-augmented assistants, document intelligence and fine-tuned language models grou… MLOps & Model Deployment Ship models as reliable APIs and batch jobs with monitoring, drift detection and automate…

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