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In today’s hyper-connected global economy, supply chain visibility is no longer optional — it’s a competitive imperative. Hir Infotech delivers AI-driven supply chain data extraction, aggregation, and intelligence services that empower mid-market and enterprise businesses across the USA, Europe, and Australia to make faster, smarter procurement and logistics decisions. With 13+ years of experience and 2,745+ satisfied clients worldwide, we provide structured, compliant, and real-time supply chain datasets tailored to your industry, your stack, and your scale — so you always know where your supply chain stands.
30+
Geographies Served
98.7%
Data Accuracy Rate
2,745+
Happy Clients
13+
Years of Expertise
40+
Industries Covered
In a world where disruptions — from port delays to raw material shortages — can cost enterprises millions in lost revenue, businesses that operate on real-time, structured supply chain data hold an undeniable advantage. Supply chain data encompasses every measurable touchpoint across procurement, inventory, logistics, shipping, and supplier performance. For B2B companies scaling across the USA, Europe, and Australia, access to reliable, machine-ready supply chain intelligence means the difference between reactive firefighting and proactive, data-driven strategy. At Hir Infotech, we extract, clean, structure, and deliver supply chain data from thousands of global sources — manufacturer portals, freight exchanges, supplier databases, procurement platforms, and logistics networks — using proprietary AI-driven web scraping pipelines designed for precision, speed, and compliance. Whether you're a procurement leader in Germany, a supply chain director in Chicago, or a logistics analyst in Sydney, our data solutions give you the structured intelligence you need to optimize vendor networks, reduce lead times, and build supply chain resilience.
Hir Infotech’s AI-powered scraping infrastructure extracts structured supply chain datasets at enterprise scale — with built-in deduplication, enrichment, and compliance protocols for global B2B teams.
Our pipelines simultaneously extract and merge supply chain data from hundreds of procurement portals, supplier directories, freight databases, and logistics APIs — giving you a single, unified data layer that eliminates blind spots and manual consolidation work.
Every supply chain data extraction project at Hir Infotech is governed by strict compliance protocols — including robots.txt adherence, ToS review, data anonymization, and full GDPR (EU) and CCPA (USA) alignment — so your intelligence programs carry zero legal risk.
Using intelligent scheduling and adaptive crawling technology, Hir Infotech maintains continuously updated supply chain feeds — ensuring procurement teams, data engineers, and analytics platforms always operate on current, accurate supplier and logistics data without manual intervention.
Beyond raw extraction, our NLP and ML models automatically classify, tag, and enrich supplier records — adding firmographic data, risk scores, capability tags, and compliance flags — so your procurement and vendor management teams work with intelligence, not just raw data.
AI-Powered Import/Export Trade Data for Enterprise Procurement Teams
Panjiva provides detailed shipment records, trade flow data, and supplier relationships across global markets. Hir Infotech extracts and structures this data to help procurement teams in the USA and Europe map supplier networks, track competitor sourcing patterns, and identify alternative vendor options at scale.
North America’s Leading Industrial Supplier Directory for B2B Sourcing Intelligence
ThomasNet hosts over 500,000 North American manufacturers and distributors. Hir Infotech scrapes and enriches supplier profiles, product catalogs, certifications, and contact data — giving USA-based procurement teams structured supplier intelligence ready for ERP and CRM integration.
Pan-European Supplier Database for B2B Vendor Discovery and Qualification
Kompass is a critical supplier intelligence source across France, Germany, Italy, Spain, and the Netherlands. Our AI pipelines extract verified company profiles, product classifications, and buyer-supplier relationship data — enabling European enterprises to streamline vendor qualification and reduce sourcing lead times.
Real-Time Container Freight Rate Intelligence for Logistics Cost Benchmarking
The Freightos Baltic Index tracks container shipping rates across major global trade lanes. Hir Infotech monitors and extracts these freight indices in real time — providing logistics managers and supply chain analysts with current cost benchmarks to support contract negotiations and cost modeling.
Customs & Shipment Data Extraction for Competitive Supply Chain Analysis
ImportGenius offers shipment-level customs data covering global trade movements. Our scraping pipelines extract and normalize importer/exporter records, HS codes, shipment volumes, and carrier data — helping USA and European logistics teams track competitor supply chain flows and identify emerging sourcing trends.
Manufacturer Pricing and Product Catalog Intelligence for Procurement Benchmarking
Alibaba and Global Sources host millions of supplier listings with pricing, MOQs, certifications, and product specs. Hir Infotech extracts, deduplicates, and enriches this data for procurement teams in the UK, Germany, USA, and Australia — enabling large-scale price benchmarking and supplier discovery workflows.
EU Public Procurement Tender Data for Supply Chain Opportunity Intelligence
TED is the official EU procurement tender database — covering contracts from Germany, France, Sweden, Denmark, Austria, and beyond. Hir Infotech extracts and structures tender records, award data, and buyer profiles — empowering supply chain and business development teams to identify contract opportunities and market entry signals.
Australian Government Procurement Data for Supply Chain Compliance and Opportunity Mapping
AusTender publishes Australian federal government procurement contracts and standing offers. Hir Infotech collects and normalizes vendor award data, agency spend records, and contract details — giving Australian and international suppliers a structured view of government supply chain procurement patterns.
AI-Augmented Supply Chain Risk Data for Business Continuity Planning
Supply chain risk platforms like Resilinc aggregate disruption signals — factory shutdowns, geopolitical alerts, natural disasters — across global supplier networks. Hir Infotech integrates and structures risk event feeds to help enterprises in the USA, UK, and Germany build early-warning systems and resilient supplier contingency plans.
For procurement leaders managing hundreds of supplier relationships across North America and Europe, manual data collection is no longer viable. Research teams spend an average of 30–40% of their time manually gathering supplier information — a process riddled with inconsistencies, outdated records, and missed opportunities. Hir Infotech’s AI-powered supply chain data pipelines eliminate this bottleneck entirely. Our automated extraction systems continuously collect, validate, and structure supplier profiles, pricing data, product catalogs, and compliance records from thousands of B2B directories, manufacturer websites, and procurement platforms across the USA, UK, Germany, France, Netherlands, Spain, and beyond.
The result is a real-time, centralized supplier intelligence layer your procurement team can query directly — or feed into your ERP, spend analytics tool, or custom data platform. Enterprise companies using structured AI supply chain data consistently report faster vendor onboarding, reduced procurement cycle times, and significantly improved sourcing decisions. With Hir Infotech’s 13+ years of experience serving 2,745+ global clients, our pipelines are engineered for enterprise scale, compliance, and reliability — not ad hoc scraping. Every dataset is delivered in your preferred format (JSON, CSV, API, cloud storage) with full field mapping documentation and dedicated data QA.
Manufacturers in Germany, retailers across the UK, and logistics providers in Australia share a common challenge: fragmented, siloed supply chain data that makes it impossible to see the full picture. Hir Infotech solves this through purpose-built AI supply chain data extraction services designed for three of the most data-intensive verticals — manufacturing, retail, and third-party logistics. For manufacturers, we extract raw material pricing, supplier lead times, and BOM-level availability data from distributor networks and commodity indices. For retailers, we monitor stock levels, fulfillment metrics, and carrier performance from supplier portals and marketplace platforms in real time. For logistics providers, we aggregate freight rates, lane performance, port dwell times, and carrier capacity data from dozens of global freight platforms.
Each industry vertical gets a customized data schema, extraction frequency, and delivery pipeline — not a one-size-fits-all feed. Our data is cross-validated for accuracy using AI anomaly detection, hitting 98.7% accuracy benchmarks across active pipelines. Businesses across Europe, the USA, and Australia trust Hir Infotech not just as a data vendor, but as a strategic supply chain intelligence partner that understands their workflows, their compliance obligations, and their competitive environment. With support for GDPR (EU), CCPA (USA), and Australian Privacy Act compliance, we ensure your supply chain data program is built on a foundation your legal and compliance teams can stand behind.
Client Background:
A mid-sized industrial components manufacturer headquartered in Ohio, USA, supplying automotive OEMs and aerospace integrators across North America. The company operated with a procurement team of 12 managing over 400 active supplier relationships.
Challenge:
The client’s procurement team spent over 15 hours per week manually researching new suppliers on ThomasNet, industry directories, and manufacturer websites. Data was inconsistent, often outdated, and not integrated with their SAP ERP system — creating sourcing delays and vendor qualification bottlenecks that were costing them contract renewals.
Solution:
Hir Infotech deployed a custom AI-powered supplier data extraction pipeline targeting 18 industrial B2B directories and manufacturer portals. We built a structured supplier intelligence feed — covering company profiles, certifications (ISO, AS9100), product categories, capacity data, and contact details — delivered weekly via API directly into the client’s SAP environment. NLP-based enrichment added supplier capability tags and compliance flags automatically.
Results:
Client Testimonial:
“Hir Infotech didn’t just save us time — they transformed how our procurement team operates. The data quality is exceptional, and the API integration meant zero disruption to our existing workflows. We’ve now expanded the program to cover European supplier markets as well.”
— VP of Procurement, Industrial Components Manufacturer, Ohio, USA
Client Background:
A third-party logistics provider based in Rotterdam, Netherlands, managing cross-border freight across the EU — covering Germany, France, Belgium, Poland, and the Nordic region. Annual freight spend exceeded €85 million.
Challenge:
The client’s logistics operations team lacked a reliable, real-time view of container freight rates, lane-specific carrier pricing, and market capacity across EU corridors. They relied on spot-rate emails from a handful of carriers — an approach that left them consistently overpaying on high-demand lanes and missing favorable rate windows.
Solution:
Hir Infotech built an automated freight rate monitoring system that extracted daily container rates, lane benchmarks, and capacity signals from 12 freight rate platforms, carrier portals, and logistics exchanges — including data relevant to EU–Asia and EU–North America trade lanes. Structured freight intelligence was delivered to the client’s TMS via a clean JSON API, refreshed every 6 hours.
Results:
Client Testimonial:
“Before Hir Infotech, we were flying blind on rate benchmarking. Now our team negotiates from a position of intelligence, not guesswork. The data quality and delivery reliability have been outstanding from day one.”
— Head of Freight Operations, 3PL Provider, Rotterdam, Netherlands
Client Background:
A mid-market omnichannel retailer headquartered in Manchester, UK, operating 180+ stores and a growing e-commerce channel across the UK and Ireland. The supply chain team managed inventory planning for 12,000+ active SKUs.
Challenge:
Inventory planners were working with static weekly reports and lacked real-time demand signal data from supplier portals, marketplace platforms, and distributor networks. Stockouts during peak periods were costing the business an estimated £2.1 million annually in lost sales, while overstocking was inflating warehousing costs by 18%.
Solution:
Hir Infotech implemented a real-time demand signal extraction program covering the client’s top 60 supplier portals, Amazon UK and other marketplace feeds, and distributor stock platforms. Daily SKU-level availability and demand indicator data was structured, deduplicated, and pushed into the client’s Oracle SCM Cloud environment via a scheduled batch pipeline.
Results:
Client Testimonial:
“The Hir Infotech team understood our supply chain complexity from the first call. Their solution was tailored, the implementation was fast, and the impact on our inventory accuracy was immediate and measurable.”
— Supply Chain Director, Omnichannel Retailer, Manchester, UK
Client Background:
A Tier-2 supplier of heavy mining equipment and spare parts based in Perth, Australia, serving clients across Western Australia, Queensland, and Southeast Asia. The procurement team sourced components from 120+ international vendors.
Challenge:
Rising raw material costs and long lead times from Asian manufacturers were eroding margins. The procurement team had no structured visibility into real-time pricing movements, alternative supplier availability, or commodity index shifts — making proactive procurement decisions nearly impossible.
Solution:
Hir Infotech built a commodity and supplier pricing intelligence pipeline covering steel, aluminium, and hydraulics component pricing from global commodity indices, Asian manufacturer portals, and Australian industrial supply directories including AusTender records. Data was enriched with currency-adjusted pricing, lead time estimates, and risk flags — delivered via daily CSV exports and a live dashboard integration.
Results:
Client Testimonial:
“Operating in mining procurement without real-time data is like navigating without a map. Hir Infotech gave us the intelligence layer we were missing, and the ROI in year one was simply undeniable.”
— Head of Procurement, Mining Equipment Supplier, Perth, Australia
Client Background:
A pharmaceutical and life sciences distributor headquartered in Munich, Germany, supplying hospital networks and pharmacy chains across the DACH region (Germany, Austria, Switzerland). Supplier compliance and regulatory data accuracy were mission-critical.
Challenge:
Following COVID-19 supply disruptions, the client needed a continuous supplier risk monitoring capability — tracking supplier certifications, regulatory compliance status, financial health signals, and geopolitical disruption events for 200+ active pharmaceutical suppliers. Manual quarterly reviews were insufficient and dangerously slow.
Solution:
Hir Infotech deployed a supplier risk intelligence extraction system pulling data from EU regulatory databases, GMP certification portals, financial data aggregators, and news/event monitoring feeds. AI models classified and scored each supplier weekly across four risk dimensions: regulatory compliance, financial stability, operational disruption, and geographic risk. Full GDPR compliance was maintained across all data collection workflows.
Results:
Client Testimonial:
“In pharma distribution, supplier risk is existential. Hir Infotech’s data gave our compliance and procurement teams proactive intelligence that has genuinely protected our supply chain continuity. Exceptional work.”
— Chief Supply Chain Officer, Pharmaceutical Distributor, Munich, Germany
Client Background:
A direct-to-consumer fashion brand based in Paris, France, selling across Europe and North America through its own website and third-party marketplaces. Annual revenue of approximately €45 million with a highly seasonal demand profile.
Challenge:
The brand’s supply chain team struggled to correlate real-time marketplace inventory data with production forecasts. Poor visibility into distributor stock levels and competitor inventory positions was leading to missed sell-through opportunities during peak seasons, resulting in an estimated €3 million in annual revenue leakage.
Solution:
Hir Infotech built an inventory and competitive intelligence extraction pipeline monitoring 14 European and North American marketplace and distributor platforms. SKU-level stock availability, pricing movements, and promotional event triggers were extracted daily and structured for integration with the brand’s custom analytics dashboard and Shopify back-end.
Results:
Client Testimonial:
“Hir Infotech understood our fast-moving inventory environment and built a solution that matched our pace. The data accuracy and delivery consistency gave our team a real competitive advantage heading into peak season.”
— Head of Supply Chain, DTC Fashion Brand, Paris, France
Client Background:
A mid-market import/export trading company based in Copenhagen, Denmark, handling goods across EU customs jurisdictions, the UK (post-Brexit), and the USA. Annual import/export volume exceeded 8,000 shipments per year.
Challenge:
Post-Brexit regulatory complexity and evolving EU customs rules created significant compliance data management challenges. The client’s compliance team was manually tracking HS code changes, tariff rate updates, and customs documentation requirements from multiple government and trade authority websites — a time-intensive and error-prone process.
Solution:
Hir Infotech deployed an automated trade compliance data extraction system monitoring EU Taxation and Customs Union portals, UK HMRC trade tariff updates, and US CBP regulatory feeds. Structured data covering HS code classifications, import duty rates, preferential trade agreement eligibility, and customs documentation requirements was delivered via a weekly compliance intelligence report and live API feed.
Results:
Client Testimonial:
“Managing trade compliance data manually across EU, UK, and US jurisdictions was becoming impossible. Hir Infotech automated the entire intelligence layer, and the accuracy of their data has been flawless.”
— Compliance Manager, Import/Export Trading Company, Copenhagen, Denmark
Client Background:
A mid-market B2B SaaS company headquartered in Austin, Texas, offering project management and workflow automation software. The company maintains a sales team of 45 representatives and manages an outbound pipeline targeting operations and IT leaders at companies with 200–2,000 employees.
Challenge:
The client’s CRM contained approximately 180,000 contact records accumulated over five years. Internal audits revealed that 38% of email addresses were bouncing, 24% of phone numbers were disconnected, and over 60% of records were missing firmographic fields like company revenue, employee count, and technology stack data. The SDR team was spending an average of 2.5 hours per day on manual data research, and campaign deliverability had declined significantly, triggering Google Workspace spam flags.
Solution:
Hir Infotech performed a full-scope data append project in three phases: (1) email address verification and re-appending using our AI match engine, (2) direct-dial phone number appending for all SDR-prioritised accounts, and (3) firmographic and technographic enrichment covering revenue bands, employee counts, SIC codes, CRM platform usage, and marketing automation stack for all 180,000 records.
Results:
Client Testimonial:
“Hir Infotech didn’t just clean our data — they fundamentally improved how our sales machine operates. The technographic append alone unlocked a targeting layer we didn’t know we were missing. Our SDRs are faster, our campaigns are cleaner, and the ROI showed up in the first 90 days.”
— VP of Revenue Operations, SaaS Platform, Austin TX
Client Background:
A third-party logistics provider based in Rotterdam, Netherlands, managing cross-border freight across the EU — covering Germany, France, Belgium, Poland, and the Nordic region. Annual freight spend exceeded €85 million.
Challenge:
The client’s logistics operations team lacked a reliable, real-time view of container freight rates, lane-specific carrier pricing, and market capacity across EU corridors. They relied on spot-rate emails from a handful of carriers — an approach that left them consistently overpaying on high-demand lanes and missing favorable rate windows.
Solution:
Hir Infotech built an automated freight rate monitoring system that extracted daily container rates, lane benchmarks, and capacity signals from 12 freight rate platforms, carrier portals, and logistics exchanges — including data relevant to EU–Asia and EU–North America trade lanes. Structured freight intelligence was delivered to the client’s TMS via a clean JSON API, refreshed every 6 hours.
Results:
Client Testimonial:
“Before Hir Infotech, we were flying blind on rate benchmarking. Now our team negotiates from a position of intelligence, not guesswork. The data quality and delivery reliability have been outstanding from day one.”
— Head of Freight Operations, 3PL Provider, Rotterdam, Netherlands
Client Background:
A mid-market omnichannel retailer headquartered in Manchester, UK, operating 180+ stores and a growing e-commerce channel across the UK and Ireland. The supply chain team managed inventory planning for 12,000+ active SKUs.
Challenge:
Inventory planners were working with static weekly reports and lacked real-time demand signal data from supplier portals, marketplace platforms, and distributor networks. Stockouts during peak periods were costing the business an estimated £2.1 million annually in lost sales, while overstocking was inflating warehousing costs by 18%.
Solution:
Hir Infotech implemented a real-time demand signal extraction program covering the client’s top 60 supplier portals, Amazon UK and other marketplace feeds, and distributor stock platforms. Daily SKU-level availability and demand indicator data was structured, deduplicated, and pushed into the client’s Oracle SCM Cloud environment via a scheduled batch pipeline.
Results:
Client Testimonial:
“The Hir Infotech team understood our supply chain complexity from the first call. Their solution was tailored, the implementation was fast, and the impact on our inventory accuracy was immediate and measurable.”
— Supply Chain Director, Omnichannel Retailer, Manchester, UK
Client Background:
A Tier-2 supplier of heavy mining equipment and spare parts based in Perth, Australia, serving clients across Western Australia, Queensland, and Southeast Asia. The procurement team sourced components from 120+ international vendors.
Challenge:
Rising raw material costs and long lead times from Asian manufacturers were eroding margins. The procurement team had no structured visibility into real-time pricing movements, alternative supplier availability, or commodity index shifts — making proactive procurement decisions nearly impossible.
Solution:
Hir Infotech built a commodity and supplier pricing intelligence pipeline covering steel, aluminium, and hydraulics component pricing from global commodity indices, Asian manufacturer portals, and Australian industrial supply directories including AusTender records. Data was enriched with currency-adjusted pricing, lead time estimates, and risk flags — delivered via daily CSV exports and a live dashboard integration.
Results:
Client Testimonial:
“Operating in mining procurement without real-time data is like navigating without a map. Hir Infotech gave us the intelligence layer we were missing, and the ROI in year one was simply undeniable.”
— Head of Procurement, Mining Equipment Supplier, Perth, Australia
Client Background:
A pharmaceutical and life sciences distributor headquartered in Munich, Germany, supplying hospital networks and pharmacy chains across the DACH region (Germany, Austria, Switzerland). Supplier compliance and regulatory data accuracy were mission-critical.
Challenge:
Following COVID-19 supply disruptions, the client needed a continuous supplier risk monitoring capability — tracking supplier certifications, regulatory compliance status, financial health signals, and geopolitical disruption events for 200+ active pharmaceutical suppliers. Manual quarterly reviews were insufficient and dangerously slow.
Solution:
Hir Infotech deployed a supplier risk intelligence extraction system pulling data from EU regulatory databases, GMP certification portals, financial data aggregators, and news/event monitoring feeds. AI models classified and scored each supplier weekly across four risk dimensions: regulatory compliance, financial stability, operational disruption, and geographic risk. Full GDPR compliance was maintained across all data collection workflows.
Results:
Client Testimonial:
“In pharma distribution, supplier risk is existential. Hir Infotech’s data gave our compliance and procurement teams proactive intelligence that has genuinely protected our supply chain continuity. Exceptional work.”
— Chief Supply Chain Officer, Pharmaceutical Distributor, Munich, Germany
Client Background:
A direct-to-consumer fashion brand based in Paris, France, selling across Europe and North America through its own website and third-party marketplaces. Annual revenue of approximately €45 million with a highly seasonal demand profile.
Challenge:
The brand’s supply chain team struggled to correlate real-time marketplace inventory data with production forecasts. Poor visibility into distributor stock levels and competitor inventory positions was leading to missed sell-through opportunities during peak seasons, resulting in an estimated €3 million in annual revenue leakage.
Solution:
Hir Infotech built an inventory and competitive intelligence extraction pipeline monitoring 14 European and North American marketplace and distributor platforms. SKU-level stock availability, pricing movements, and promotional event triggers were extracted daily and structured for integration with the brand’s custom analytics dashboard and Shopify back-end.
Results:
Client Testimonial:
“Hir Infotech understood our fast-moving inventory environment and built a solution that matched our pace. The data accuracy and delivery consistency gave our team a real competitive advantage heading into peak season.”
— Head of Supply Chain, DTC Fashion Brand, Paris, France
Client Background:
A mid-market import/export trading company based in Copenhagen, Denmark, handling goods across EU customs jurisdictions, the UK (post-Brexit), and the USA. Annual import/export volume exceeded 8,000 shipments per year.
Challenge:
Post-Brexit regulatory complexity and evolving EU customs rules created significant compliance data management challenges. The client’s compliance team was manually tracking HS code changes, tariff rate updates, and customs documentation requirements from multiple government and trade authority websites — a time-intensive and error-prone process.
Solution:
Hir Infotech deployed an automated trade compliance data extraction system monitoring EU Taxation and Customs Union portals, UK HMRC trade tariff updates, and US CBP regulatory feeds. Structured data covering HS code classifications, import duty rates, preferential trade agreement eligibility, and customs documentation requirements was delivered via a weekly compliance intelligence report and live API feed.
Results:
Client Testimonial:
“Managing trade compliance data manually across EU, UK, and US jurisdictions was becoming impossible. Hir Infotech automated the entire intelligence layer, and the accuracy of their data has been flawless.”
— Compliance Manager, Import/Export Trading Company, Copenhagen, Denmark
Rely on Hir Infotech for 95%+ accurate data, meticulously verified to fuel your B2B success. Our global scraping solutions deliver trusted insights for confident decision-making worldwide.
With 12+ years of expertise, Hir Infotech has served 2745+ clients globally. Our proven scraping solutions drive B2B success across the USA, Europe, and Australia.
Rely on Hir Infotech for 95%+ accurate data, meticulously verified to fuel your B2B success. Our global scraping solutions deliver trusted insights for confident decision-making worldwide.

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Hir Infotech has helped 2,745+ B2B enterprises across the USA, Europe, and Australia transform their supply chain operations with AI-driven, compliance-ready data — and we’re ready to do the same for you. With 13+ years of experience and a team of data engineers who understand your industry, your systems, and your scale, we deliver supply chain intelligence that drives real, measurable business outcomes. Stop making decisions on incomplete data.
Trusted by 2,745+ global businesses | 13+ Years of Excellence | USA – Europe – Australia
Gain a complete, real-time view of your supplier network, freight lanes, inventory positions, and procurement pipelines — eliminating blind spots that lead to costly disruptions, stockouts, and missed sourcing opportunities across global operations.
Structured freight rate intelligence, commodity pricing feeds, and supplier benchmarking data consistently help procurement and logistics teams identify cost-reduction opportunities — with clients reporting savings ranging from 11% on freight to 35% on reactive purchasing.
Choose from real-time streaming feeds, hourly, daily, or weekly batch deliveries — with SLA-backed uptime and data freshness guarantees that ensure your supply chain intelligence is never stale when decisions need to be made.
AI-structured supply chain data reduces the time procurement teams spend on manual research by up to 78% — enabling leaders in the USA, UK, and Germany to make faster, evidence-based vendor decisions and negotiate with full market context.
Supply chain datasets are delivered in your preferred format — JSON, CSV, XML, or direct API — with full schema documentation and integration support for SAP, Oracle SCM, Snowflake, Databricks, Tableau, and custom data platforms.
Machine learning-enriched demand signal data helps supply chain planners reduce forecast errors by 20–50% — enabling proactive inventory positioning, reduced overstock costs, and significantly improved fill rates across your distribution network.
Data extracted from supply chain sources across the USA, UK, Germany, France, Netherlands, Denmark, Sweden, Austria, Spain, Italy, Iceland, Switzerland, and Australia — with full GDPR, CCPA, and Australian Privacy Act compliance built into every pipeline.
Continuous monitoring of supplier compliance status, financial health signals, and geopolitical disruption alerts means your risk team identifies and responds to supplier vulnerabilities weeks before they escalate into supply chain failures.
Beyond raw extraction, our NLP and ML models automatically classify suppliers, add risk scores, append firmographic data, and flag compliance issues — so your teams receive intelligence-grade data, not raw, unprocessed records.
With 13+ years of supply chain data experience and 2,745+ satisfied global clients across manufacturing, retail, logistics, pharma, and FMCG, Hir Infotech delivers not just data — but supply chain intelligence backed by deep industry knowledge and proven delivery excellence.
At Hir Infotech, we offer flexible pricing models to power your data-driven success. Choose Subscription-Based Pricing for ongoing scraping needs with predictable costs, Pay-As-You-Go for one-off tasks billed by usage, Project-Based Flat Fees for tailored, end-to-end solutions, or Hourly Pricing for custom development and complex challenges. Whatever your budget or project scope, our expert team delivers cost-effective, high-quality web scraping solutions designed to fit your needs.
A one-time fee is charged for a specific project, regardless of volume or duration, based on scope and complexity.
Billed based on the time spent developing, running, or maintaining the scraper, often used for custom or consulting-heavy projects.
Charged based on actual usage, such as per request, per GB of bandwidth, or per page scraped, with no fixed commitment.
pay a recurring fee (monthly or annually) for access to scraping services, often tiered based on usage limits like the number of requests, pages scraped, or data points extracted.
We begin by collaborating with you to define your data needs—be it for a one-time project, recurring insights, or custom solutions. Whether you opt for Pay-As-You-Go flexibility, a Project-Based Flat Fee, Hourly expertise, or a Subscription plan, we align our approach to your objectives.
Our team identifies the websites and data sources critical to your project. We analyze site structures, assess complexity (e.g., static vs. dynamic content), and plan the most efficient scraping strategy, ensuring compliance with public data access norms.
Using cutting-edge tools and custom-built scrapers, we extract data at scale. We tackle challenges like JavaScript-rendered pages or anti-scraping measures with techniques such as:
Raw data is parsed, cleaned, and structured into formats like CSV, JSON, or Excel. We remove duplicates, correct errors, and validate accuracy to ensure you receive reliable, ready-to-use datasets.
Depending on your pricing model, we deliver results how and when you need them:
We monitor site changes, adapt scrapers as needed, and provide support to keep your data flowing seamlessly. Subscription clients enjoy continuous updates, while Hourly clients benefit from hands-on refinements.
Hir Infotech extracts a comprehensive range of supply chain data types — including supplier profiles, product catalogs, pricing and MOQ data, certifications and compliance records, freight rates, port and carrier status, trade flow and customs shipment records, inventory availability signals, demand indicators, procurement tender data, and commodity price indices. All data types are customizable to your specific industry vertical, geographic scope, and delivery requirements. We cover both structured sources (databases, portals) and semi-structured sources (websites, HTML tables, PDFs) using AI-powered extraction pipelines.
Our AI-powered pipelines incorporate multi-layer data validation — including source cross-referencing, AI anomaly detection, deduplication, and field-level quality checks — achieving an average 98.7% data accuracy rate across active supply chain pipelines. Every delivery includes a data quality report specifying completeness, freshness, and anomaly flags. For high-stakes procurement and compliance use cases, we offer enhanced QA protocols with human-in-the-loop review.
Yes. Compliance is foundational to every project at Hir Infotech. Our supply chain data extraction operations adhere to GDPR (EU), CCPA (USA), and the Australian Privacy Act. We conduct ToS review, respect robots.txt directives, avoid collection of personal data without legal basis, and maintain full data provenance documentation. Clients receive a compliance summary with every project — ensuring your data intelligence program is legally sound in all operating jurisdictions.
For standard supply chain data projects using established source types, initial data delivery typically occurs within 24–72 hours of project kickoff. For complex, multi-source enterprise pipelines requiring custom schema design and ERP integration, a phased delivery approach begins within 5–7 business days. We offer a free sample dataset before any commercial commitment — so you can validate data quality and format fit before scaling.
We serve 40+ industries with supply chain data intelligence — including industrial manufacturing, automotive, aerospace, pharmaceuticals and life sciences, consumer goods and FMCG, retail and e-commerce, third-party logistics and freight, food and beverage, electronics and semiconductors, construction and building materials, energy and utilities, and government procurement. Each industry vertical receives a tailored data schema, source selection, and delivery configuration aligned with its unique supply chain data requirements.
Hir Infotech delivers supply chain data in JSON, CSV, XML, Excel, or Parquet formats — or via REST API, SFTP, or cloud storage delivery (AWS S3, Google Cloud Storage, Azure Blob). We provide full field mapping documentation and integration support for leading enterprise platforms including SAP, Oracle SCM Cloud, Microsoft Dynamics, Snowflake, Databricks, Tableau, Power BI, and custom data warehouses. Integration architects are available for complex implementation projects.
Yes. Hir Infotech supports real-time and near-real-time supply chain data feeds for use cases requiring continuous monitoring — including freight rate tracking, supplier risk event monitoring, commodity price alerts, and inventory availability signals. Delivery frequency options range from real-time streaming to hourly, 6-hourly, daily, and weekly batch schedules — with SLA-backed data freshness guarantees and automated alerting for critical supply chain events.
Generic data providers offer commodity datasets with no industry customization, limited compliance governance, and no integration support. Freelance scraping services lack enterprise scalability, SLA accountability, and structured QA. Hir Infotech operates at the intersection of AI engineering, supply chain domain expertise, and enterprise delivery standards — offering custom pipeline design, 98.7% accuracy SLAs, GDPR/CCPA compliance documentation, ERP integration support, and dedicated account management. With 13+ years of experience and 2,745+ clients served, we deliver supply chain intelligence — not just raw data.
ROI varies by use case, but our enterprise clients consistently report measurable returns: procurement cost savings of 8–15% through supplier benchmarking and freight rate intelligence, inventory carrying cost reductions of 15–25% through demand signal accuracy, supplier risk losses avoided through proactive disruption monitoring, and procurement team efficiency gains equivalent to 2–4 FTE hours saved per day. Most clients achieve full program ROI within 60–90 days of deployment.
Absolutely. Hir Infotech offers a complimentary supply chain data sample for all prospective clients — covering your specific source types, data fields, and geographic scope. The sample allows your technical and procurement teams to evaluate data quality, schema fit, completeness, and delivery format before any commercial engagement. Simply click “Get Your Sample” below and our data solutions team will deliver your sample within 24 hours.
+91 99099 90610
+91 94096 28528
inquiry@hirinfotech.com