D&D Machine Works LTD

D&D Machine Works LTD Intelligence, Employees & Workforce Signals

People graph depth
5 signals
Deep profile graph across 2 mapped departments.
Decision-maker signals
1
Senior and buying-committee roles found in matched profiles.
Technology talent
1
Technology-oriented role signals in the workforce graph.
Domain trust
Basic domain identity
Domain evidence combines website domain, social profile, and company email sample; raw email addresses are hidden.
Evidence quality 100/100 Priority intelligence record

AeroLeads company intelligence

D&D Machine Works LTD workforce intelligence signals

Evidence from AeroLeads company records, matched professional profiles, and related company graph.

High confidence
Intelligence completeness
Partial intelligence record
5 of 11 major intelligence groups are available for this company.
Largest mapped team
Sales
1 profile signals in Sales.
Departments mapped
2
Workforce composition from AeroLeads profile data.
Profile graph
Deep profile graph
5 mapped workforce signals against a 7 employee size estimate.
Top seniority band
Individual contributor
5 of 6 classified profile signals.
Top email pattern
firstlast
50.0% of matched email patterns.
Social followers
44
Audience size from company social data.

Profile graph researchability

Visible people graph includes 6 visible people: 6 named, 6 titled, 5 located, and 0 contactable.

Multi-signal profile graph
Profile coverage evidence tier: Deep profile coverage evidence. Profile coverage evidence combines 5 mapped workforce signals, 7 employee size estimate, and 71.4% profile graph coverage.
Multi-signal profile graph evidence: Researchability is based on 6 visible people with 3 populated evidence dimensions: named, titled, and located signals.
People
6
Named
6
Titled
6
Located
5
Contactable
0

Data methodology

AeroLeads renders only source-backed fields for this company page.

5 source groups
Company record Matched profile graph Email-pattern aggregate Related company graph Company signal fields
Blank source fields are omitted
Related companies are ordered deterministically
Structured data uses aggregate counts only

Intelligence completeness

5 of 11 major intelligence groups are available for this company.

5 / 11 groups
Partial intelligence record 45.5%
Workforce composition Contactability Email intelligence Domain confidence Market and peer context

Evidence quality

This page clears the 60+ AeroLeads company-intelligence evidence threshold.

100 / 100
Priority intelligence record Threshold 60+
Workforce composition Department seniority map Email pattern intelligence Peer graph strength Peer position benchmark Market focus signals
Workforce graph
14 signals
Workforce composition, Department seniority map, Profile graph researchability
Contactability
4 signals
Email pattern intelligence, Company email sample, Contact data safety guardrail
Market and peer context
13 signals
Peer graph strength, Peer position benchmark, Market focus signals
Company momentum
2 signals
Company signal breadth, Company ownership signal
Source trust
8 signals
Domain confidence, Intelligence completeness, Company description
35 additional source-backed evidence signals are counted in this page quality score.

Domain trust signals

Domain confidence for ddmachine.ca is based on website domain, social profile, and company email sample.

45 / 100
Basic domain identity Corroborated domain evidence

Domain evidence combines website domain, social profile, and company email sample; raw email addresses are hidden.

Website domain
ddmachine.ca
The official website domain is available from the company source record.
Social profile
LinkedIn organization page
A LinkedIn organization page is present for this company record.
Company email sample
3 official-domain source email records
Company-level email source records include official-domain coverage; raw addresses are hidden.

AeroLeads coverage snapshot

Profile sample
3
Visible people attached to this company page.
Profile graph depth
Deep profile graph
5 mapped workforce signals against a 7 employee size estimate.
Department coverage
2
Departments represented in AeroLeads workforce signals.
Department concentration
Department-concentrated workforce
Most mapped workforce signals are in General.
Department seniority map
Two-department leadership-depth map
Visible department samples map 5 seniority-classified profiles across 2 departments and 1 seniority band.
Email-pattern variants
3
Distinct matched business email patterns.
Domain confidence
Basic domain identity
Domain confidence for ddmachine.ca is based on website domain, social profile, and company email sample.
Contact data safety
Limited privacy-safe contact intelligence
AeroLeads exposes contact counts, channel mix, freshness, and domain-alignment evidence while hiding raw email addresses and masking phone numbers in public output.
Company signal breadth
Multi-signal company record
Company-level signals include social audience, company maturity, and ownership.
Company ownership signal
Private company record
Company source record includes source type Privately Held.
Audience density
Low audience density
44 followers against 7 employee estimate, about 6.30 followers per estimated employee.
Specialty signals
3
Specialty tags in the company record.
Market specificity
Focused market profile
5 market classification signals across categories, specialties, and related peer industries.
Peer industry clusters
1
Industries represented by related company records.
Related companies
1
Company graph links available for comparison.
Industry benchmark
Evidence-backed industry benchmark
Industry benchmark uses 1 related company, 1 same-industry peer, 3 benchmark dimensions, and 4 peer evidence types from the AeroLeads related-company graph.
Peer benchmark confidence
Multi-signal peer benchmark evidence
Peer benchmark combines 1 related company with peer graph strength, size benchmark, and size position. Underlying peer graph includes 4 evidence types: industry context, employee benchmarks, website records, social profiles.
Peer position benchmark
Employee-scale peer position benchmark
Peer-position benchmark shows employee scale above 0% of 1 comparable related peer.
Peer comparison matrix
Limited peer comparison
Compares this company with related-company evidence across employee scale and peer graph evidence.
Workforce locations
2
Locations represented in visible profile signals.
Workforce distribution
Concentrated workforce
Most visible profile location signals are in Lethbridge, Alberta, Canada.
Workforce location footprint
Two-city workforce footprint
Visible profile locations span 2 cities across 1 country, led by Lethbridge.
Workforce distribution model
Workforce hub outside company location
The largest visible workforce hub is Lethbridge, Alberta, Canada, while the company location is Ca.
Workforce geography evidence confidence
Multi-location workforce geography evidence
Workforce geography spans 2 locations across 5 visible profile signals. Top workforce hub differs from company location.
Workforce seniority tiers
2
Seniority bands derived from visible profile titles and levels.
Seniority evidence confidence
Multi-tier seniority evidence
Seniority graph spans 6 classified profile signals across 2 tiers. Contributor-heavy visible sample.
Classified seniority profiles
6
Visible profiles with usable seniority signals.
Management-to-IC proxy
Contributor-heavy visible sample
1 managerial seniority signal and 5 contributor signals appear in the visible seniority-classified sample.
Role title diversity
Diverse role title sample
4 distinct role titles across 6 visible titled profiles.
Visible role titles
4
Distinct role titles found in visible profile signals.
Intelligence signal groups
14
AeroLeads signal groups available for this company.

Market focus signals

Primary industry
Oil and Gas
Market specificity
Focused market profile
5 market classification signals across categories, specialties, and related peer industries.
Market evidence tier
Corroborated market evidence
Market evidence combines 5 classification signals from categories, specialties, related peer industries, and description keywords. 6 description-backed keyword signals are included.
Industry benchmark
Evidence-backed industry benchmark
Industry benchmark uses 1 related company, 1 same-industry peer, 3 benchmark dimensions, and 4 peer evidence types from the AeroLeads related-company graph.
Top peer industry
Oil and Gas
100% of 1 related peer industry signal.
Peer benchmark evidence
Multi-signal peer benchmark evidence
Peer benchmark combines 1 related company with peer graph strength, size benchmark, and size position. Underlying peer graph includes 4 evidence types: industry context, employee benchmarks, website records, social profiles.
Size position
Smaller than most related peers
1 of 1 related employee-estimated peer is higher.
Peer graph strength
Evidence-rich peer graph
Related peer graph has industry context, employee benchmarks, website records, and social profiles across 1 related company.
Benchmark dimensions: peer graph strength, size benchmark, and size position.
Categories
Oil and Gas
Specialties
Custom Hydraulic Cylinder CNC Production Fabrication
Product-market keyword evidence
Description-backed market keywords
Keyword evidence comes from 3 source field groups: Category, Specialty, Description.
Product-market keyword evidence tier: High-confidence product-market keyword evidence. Product-market keyword evidence combines 10 unique market keywords, 3 source field groups, and 6 description-backed keywords (1 category, 3 specialty, and 6 description).
Oil and Gas · Category Custom Hydraulic Cylinder · Specialty CNC Production · Specialty Fabrication · Specialty manufacturing cylinders custom · Description wide range · Description industries including but · Description telecommunications agriculture food · Description primary manufacturing · Description certified cwb · Description
Related peer industries
Peer-industry evidence tier: Limited peer-industry evidence. Peer-industry evidence combines 1 related company, 1 peer-industry cluster, and top peer industry Oil and Gas at 100.0%.
Oil and Gas 1 peer
100.0% of related peer industries

Company signals

Company signal breadth
Multi-signal company record
Company-level signals include social audience, company maturity, and ownership.
Corroborated company record evidence: Company record evidence combines 3 source-backed company signal types: social audience, company maturity, and ownership.
Social audience
44
Followers in the company source record.
Social audience evidence tier: Limited social-audience evidence. Social audience evidence uses 44 followers from source field social_followers.
Audience density
Low audience density
44 followers against 7 employee estimate, about 6.30 followers per estimated employee.
Audience-density evidence tier: Limited audience-density evidence. Audience-density evidence combines 44 social followers, 7 employee estimate, and 6.30 followers per estimated employee.
Company maturity
Established company record
Company source record includes founding year 1973, about 53 years before 2026.
Company maturity evidence tier: Long-running maturity evidence. Maturity evidence combines founding year 1973, 53 years of company history, and source field founded.
Company ownership
Private company record
Company source record includes source type Privately Held.
Company ownership evidence tier: Structured ownership evidence. Ownership evidence combines source type Privately Held from structured company source fields.

Workforce composition

Department concentration
Department-concentrated workforce
Most mapped workforce signals are in General. 80.0% of mapped department signals are in the largest department.
Department concentration evidence tier: Concentrated department evidence. Department concentration evidence combines 2 mapped departments, top department General, and 80.0% top-department share.
Department seniority map
Two-department leadership-depth map
Visible department samples map 5 seniority-classified profiles across 2 departments and 1 seniority band.
Department seniority evidence tier: Limited department seniority evidence. Department seniority evidence combines 5 seniority-classified profiles, 2 departments, 1 seniority band, and top cell General + Individual contributor with 4 profiles.
General 4 profiles
Individual contributor: 4
Sales 1 profile
Individual contributor: 1
General 4 signals
80.0% of mapped department signals
Sales 1 signals
20.0% of mapped department signals

Workforce seniority mix

Aggregated from 6 classified profile signals.

Largest seniority band
Individual contributor
5 of 6 classified profile signals.
Multi-tier seniority evidence: Seniority graph spans 6 classified profile signals across 2 tiers. Contributor-heavy visible sample.
Management-to-IC proxy
Contributor-heavy visible sample
16.7%
managerial seniority signals
83.3%
contributor seniority signals
1 managerial seniority signal and 5 contributor signals appear in the visible seniority-classified sample.
Management-shape evidence tier: Contributor-heavy management-shape evidence. Management-shape evidence combines 6 seniority-classified signals, 1 managerial signal, 16.7% managerial share, and 5 contributor signals.
Individual contributor 5 profiles
83.3% of classified seniority signals
Manager 1 profile
16.7% of classified seniority signals

Workforce geography

Aggregated from 5 visible profile location signals.

Workforce geography evidence
Multi-location workforce geography evidence
Workforce geography spans 2 locations across 5 visible profile signals. Top workforce hub differs from company location.
Distribution signal
Concentrated workforce
Most visible profile location signals are in Lethbridge, Alberta, Canada.
Workforce distribution model
Workforce hub outside company location
The largest visible workforce hub is Lethbridge, Alberta, Canada, while the company location is Ca.
Corroborated workforce model evidence: Workforce model evidence combines 5 located profile signals, 2 workforce locations, 2 cities, 1 country, top hub Lethbridge, Alberta, Canada at 80%, and company-location alignment.
Locations
2
Countries
1
Top hub share
80%
Workforce location footprint
Two-city workforce footprint
Visible profile locations span 2 cities across 1 country, led by Lethbridge.
Cities
2
Countries
1
Company-location alignment
Top workforce hub differs from company location
The largest visible workforce location is Lethbridge, Alberta, Canada, while the company location is Ca.
Top workforce hub share: 80.0%
Company-location evidence tier: Workforce-location divergence evidence. Company-location alignment evidence combines company location Ca, top workforce hub Lethbridge, Alberta, Canada, 80.0% top workforce hub share, and location difference.
Lethbridge, Alberta, Canada 4 profiles
80.0% of visible location signals
Edmonton, Alberta, Canada 1 profile
20.0% of visible location signals

Role and function mix

6 visible titled profiles across 4 distinct role titles.

Title mix
Diverse role title sample
4 distinct role titles across 6 visible titled profiles.
Role-title evidence tier: Diverse role-title evidence. Role-title diversity evidence combines 6 visible titled profiles, 4 distinct role titles, and top title Machinist at D&d Machine Works Ltd at 50.0%.
Machinist at D&d Machine Works Ltd 3 profiles
50.0% of visible titled profiles
Design Manager at D&d Machine Works 1 profile
16.7% of visible titled profiles
Machine Operator at D&d Machine Works 1 profile
16.7% of visible titled profiles
Sales Rep, Cnc Operator at D&d Machine Works Ltd 1 profile
16.7% of visible titled profiles

Contactability signals

Contact data safety
Limited privacy-safe contact intelligence
AeroLeads exposes contact counts, channel mix, freshness, and domain-alignment evidence while hiding raw email addresses and masking phone numbers in public output.
Aggregate signals
3
Channel coverage
Email aggregate coverage
Evidence groups
2
Limited contact-safety evidence: Contact-safety evidence combines company email sample and official-domain email evidence; public schema uses aggregate variables only.
Aggregate-only contact schema: Dataset variables use counts, rates, channel labels, freshness bands, and domain-alignment metrics instead of raw contact values.
Visible people
3
Company email sample
Limited company email sample
AeroLeads source data includes 3 email records across 1 domain; raw addresses are hidden. 3 match ddmachine.ca.
Source email evidence tier: Corroborated source email evidence. Source email evidence combines 3 unique source email records, 1 domain, 3 matching ddmachine.ca, and 100.0% official-domain rate.
Top email pattern: firstlast at 50.0% of matched patterns.
Format example: [first][last]@ddmachine.ca
Strong pattern: One email pattern leads, with secondary variants present.
Email pattern evidence tier: Corroborated email pattern evidence. Email pattern evidence combines 3 matched patterns, 50.0% top-pattern share, format example for ddmachine.ca, and secondary pattern variants.
firstlast 50.0%
first 25.0%
first.last 25.0%

Explore related pages

D&D Machine Works LTD email format D&D Machine Works LTD management graph

Related company intelligence:

D&D Machine Works LTD source record includes a 7 employee estimate. Review people graph
The strongest D&D Machine Works LTD email pattern signal is [first][last] , representing 50.0% of matched email-pattern evidence in the AeroLeads company graph.
Other observed email-pattern signals for D&D Machine Works LTD are [first] , [first].[last] .
In total, AeroLeads has detected 3 aggregate email-pattern signals for D&D Machine Works LTD. View the detailed email format page .

D&D Machine Works LTD Email Pattern Intelligence Snapshot

These aggregate patterns support the company intelligence page. The dedicated email-format workflow lives on D&D Machine Works LTD email format .

Observed pattern
Example pattern
[first][last]
[first][last]@ddmachine.ca
50%
[first]
[first]@ddmachine.ca
25%
[first].[last]
[first].[last]@ddmachine.ca
25%

D&D Machine Works LTD Questions

D&D Machine Works LTD people graph sample