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AMPulse

AMPulseFrom AM market signals to structured intelligence.

Additive manufacturing demands precision. So does the intelligence around it. AMPulse pulls scattered AM market signals into a living intelligence layer: company activity, funding, technology shifts, regional moves.

Companies
5,996
AM Technology Categories
8
Countries
15
Coverage
AM-native

AMPulse core capabilities

Daily Market Intelligence

5,996 AM companies tracked. Coverage spans 15 countries and 8 technology categories. Updated daily, not weekly snapshots.

Semantic Search Power

DNA vector search trained on AM-specific language. Ask “titanium PBF companies in Southeast Asia with Series A funding” and get ranked results - not keyword matches.

AM VC Score

8-axis scoring designed for AM companies - from technology differentiation and IP depth to manufacturing readiness and market positioning. Not a generic startup scorecard.

Built for AM. Not adapted for it.

Generalist databases are built for breadth. AMPulse is built for depth in additive manufacturing.

CapabilityGeneralist databasesAMPulse
AM company coverageNot AM-focused5,996 AM-native
Process taxonomyNo AM-specific taxonomy6 technology categories, 37 ISO/ASTM process codes
Domain scoringGeneric startup metrics8-axis AM-specific VC score

Who uses AMPulse

Whether you're building in AM, investing in it, or analyzing it - the same structured intelligence, every angle.

AM Companies & Startups

Use case

Map the competitive landscape, discover potential partners and customers, track who's getting funded in your technology category.

Pain solved

Building a competitive picture from scratch takes weeks. AMPulse gives you the structured view from day one.

Investors & Business Development

Use case

Source deals and M&A targets by process category, monitor competitor fundraising, map the supply chain from materials producers to service bureaus.

Pain solved

Broad company databases rarely model AM at process depth. We track 5,996 companies with process-level taxonomy and AM-specific scoring.

Researchers & Industry Analysts

Use case

Build the data foundation for industry reports, map market coverage by geography and process category, track emerging technology hubs.

Pain solved

5,996 companies, structured and updated daily. A research-grade dataset you don't have to build yourself.

How We Transform Data Into Intelligence

A systematic pipeline built for the complexity of the AM ecosystem.

  1. 01

    Discover

    Monitor the global AM ecosystem: hardware, software, materials, services

  2. 02

    Analyze

    Apply AM-specific evaluation: ISO/ASTM taxonomy + 8-axis VC scoring

  3. 03

    Refine

    Verified across global sources, including Asian-language markets. No estimates, no silent gaps.

  4. 04

    Deliver

    Company profiles, market analytics patterns, and interactive geo intelligence. One dataset, every angle.

The Data

Every number, every company, every field - built to a standard.

Verified, Not Estimated

We research every company across public records, news, company sites, and professional networks. For markets in China, Korea, and Japan, we search in native languages, capturing regional players that English-only databases miss entirely. When data genuinely does not exist for a company, we record that explicitly. No guesses, no blanks left to interpretation.

ISO/ASTM 52900 Taxonomy

We classify every company using the international standard for AM process categories: 6 technology groups, 37 process codes (e.g., Metal AM:PBF-LB, Polymer AM:VPP-SLA). Generalist databases don't have this. It's what makes "find me titanium LPBF companies in Southeast Asia" possible.

Investment-Grade Data Structure

Every company profile is organized the way an investment memo is written: technology position, team, funding history, IP strength, manufacturing readiness, and market context, all structured and accessible in one place. You can explore any company from multiple angles in seconds, with the core signal surfaced and the noise stripped away. That same structure powers our 8-axis AM VC scoring, purpose-built for the additive manufacturing ecosystem, not adapted from generic startup metrics.

Why we built this

Additive manufacturing is evolving quickly, but the information around the industry is still scattered, inconsistent, and hard to work with. New companies, technologies, funding moves, and regional developments appear every day, yet most existing tools are not built to help people navigate this market. They surface information, but they do not structure it in a way that supports fast understanding or confident decision-making.

We built AMPulse to preserve those signals, structure them around AM-specific taxonomy, and make the patterns searchable. Users should be able to move from a single company update to comparable companies, funding context, regional clusters, and market momentum without rebuilding the dataset from scratch.

Our conviction is that better structured intelligence leads to better decisions. AMPulse is our attempt to make the global AM market easier to explore, understand, and act on, with data that is organized, analysis that is useful, and insights that stay current.

Sangmin Simon Lee, Founder of AMPulse

Sangmin Simon Lee

Founder of AMPulse & WeeklyVentures

Start with the AM market's most complete database.

5,996 companies. 8 AM technology categories. Daily updates.

Explore the database

Frequently asked questions

Who is AMPulse built for?
AMPulse is built for AM companies and startups, venture capital and corporate development teams, and industry researchers and analysts who need AM-native intelligence - not generalist startup data filtered for 3D printing. Typical users map the competitive landscape, source deals by process category, benchmark competitors, monitor supply chains, or build investment memos and industry reports.
How is AMPulse different from generalist startup databases?
Generalist databases are useful for broad company discovery, but they typically do not model AM-specific structure at process depth. AMPulse classifies every company with the ISO/ASTM 52900 taxonomy (6 technology groups, 37 process codes like Metal AM:PBF-LB), researches CJK markets in native languages, and scores companies using 8 AM-specific dimensions calibrated for additive manufacturing.
How does AMPulse work with industry media and market news?
Industry media is essential for surfacing what is happening across additive manufacturing. AMPulse builds on those signals by linking developments to structured company data, AM taxonomy, market analytics, and long-term patterns so the same information becomes easier to search, compare, monitor, and act on.
What is the 8-axis AMPulse VC Score?
AMPulse Score (v3) evaluates each company across Team (15%), Market (15%), Technology (15%), AM Capability (15%), Funding (10%), Growth (10%), Go-to-Market (10%), and Differentiation (10%). The framework is calibrated for additive manufacturing - capital intensity of hardware, qualification cycles, and multi-step value chains - not generic SaaS heuristics.
How often is the data updated?
New companies and funding rounds are added continuously. Core company profiles are re-enriched on a rolling schedule as new public information surfaces, and news is ingested daily from English, Korean, Japanese, and Chinese AM trade publications.
Does AMPulse cover Asian AM markets?
Yes. AMPulse searches Chinese, Korean, and Japanese sources in native languages and includes regional AM trade publications that English-only databases do not index. This is a deliberate design choice - Asian AM companies represent a material share of global hardware, materials, and service capacity.
Can I access AMPulse for free?
Yes. Browsing the company directory, category hubs, news feed, and individual company profiles is free and requires no signup. Premium features like saved bookmarks and DNA Match are gated behind a free account.