Industrial product knowledge · Catalog-to-market

Oleg Freidkin. Industrial entrepreneur and market systems builder.

I build and operate industrial businesses. Twenty-plus years of tooling, brands, and distribution — now engineered into systems that turn product knowledge into market assets.

How I work About my background

What I work on

The gap between a technical product and a market-ready one.

Industrial knowledge is often real but difficult to use: locked in PDFs, scattered across spreadsheets, embedded in images, or held by people who must interpret it again for every catalogue, website, or sales conversation.

Structured industrial product knowledge

Problem Product information exists, but families, variants, attributes, terminology, and relationships are inconsistent or implicit.

Outcome A reviewed product model that can support more than one channel without losing its connection to the source.

Product families and variant structure
Attributes, terminology, and relationships
Source links, review states, and known gaps

Catalog-to-market assets

Problem The same product knowledge must be repeatedly reinterpreted for catalogues, websites, product cards, presentations, and distributor materials.

Outcome Consistent market assets built from one structured foundation and adapted to the intended audience, language, and channel.

Web-ready product libraries
Catalogues and product cards
Presentations, one-pagers, and distributor packs

Practical automation of repeatable workflows

Problem Teams repeat extraction, normalization, checking, and formatting work while responsibility still depends on human judgement.

Outcome Software and AI take on repeatable work; people retain review, approval, and responsibility.

Extraction and normalization flows
Review queues and approval checkpoints
Rules for controlled market outputs

Oleg Freidkin reviewing printed product catalogues at a desk — In the work — reviewing source catalogues

Operating proof · Built, not advised

20+

Years building and operating industrial tooling businesses — as a founder and operator, not an adviser.

I lead Delta Legen, an industrial tooling and manufacturing-solutions supplier serving Israeli manufacturing since 1995 — cutting tools, toolholding, abrasives, and measuring equipment from more than twenty-five European, American, and Asian manufacturers, for industries from automotive and aerospace to shipbuilding.
I founded and continue to develop Ternado, a metal-cutting tools supplier with its own TERNADO trademark alongside twelve international tooling brands — a catalogue covering the full machining cycle, technical tool selection, and a regrinding service.
Earlier, I built a cutting-tool business from zero to scale — team, sales, and distribution — and grew it to a market-leading position.

How the method works

From raw source to a repeatable market operation.

Source material becomes a product model, then source-linked knowledge, then reviewed market assets. Automation helps only after the structure and approval path are clear.

Source
Structure
Review
Market assets

Read the method

Catalog-to-web · worked example

Watch a catalogue page become a product library.

The same four steps the method runs on any source — source, structure, review, market assets — applied to one page of a supplier catalogue. Scroll to move through them.

01 · Source1 / 4

GENERAL CATALOGUE — MILLINGp. 412

Designation	d1	L1	L2	z	Coating
EM-4F 060-13	6	57	13	4	AlTiN
EM-4F 080-19	8	63	19	4	AlTiN
EM-4F 100-22	10	72	22	4	AlTiN
EM-4F 120-26	12	83	26	4	AlTiN
EM-4F 160-32	16	92	32	4	see note²
EM-4F 200-38*	20	104	38	4	—

* on request ² for stainless applications consult the coating supplement, p. 588

This is where product knowledge usually lives: a table where half the meaning is implicit — footnotes, asterisks, and a coating rule on page 588.

Family model

Solid end mills
└─ EM-4F · 4-flute, general
   ├─ EM-4F 060-13
   ├─ EM-4F 080-19
   ├─ EM-4F 100-22 ◀
   ├─ EM-4F 120-26
   └─ EM-4F 160-32

Family-level facts are separated from SKU-level facts — inherited, not repeated.

EM-4F 100-22 · normalized attributes

Cutting dia d110 mm

Shank dia d210 h6

Overall length L172 mm

Flute length L222 mm

Flutes z4

CoatingAlTiN (inherited)

Diameters d1/d2, lengths L1/L2, z — extracted from tablesource: catalogue p. 412 · row 3

Approved

Coating AlTiN inherited from family headersource: catalogue p. 412 · family note

Approved

Stainless application rule resolved from supplementsource: catalogue p. 588 · note ²

Auto-extracted

EM-4F 200-38: availability unclear (“on request”)flagged for the owner — not published

Needs source

Software does the repeatable work. A person keeps review, approval and responsibility.

EM-4F 100-22

Solid end mill, 4-flute, Ø10

Ø d1 / d2	10 / 10 h6 mm
L1 / L2	72 / 22 mm
Flutes z	4
Coating	AlTiN

Same model, other channels

Web product library
import-ready cards, structured attributes

Catalogue & PPT pack
print and deck from the same source

Distributor sales pack
one-pager, spec sheet, export files

Current work

Applying the method inside industrial work — and building it into systems.

Delta Legen

At Delta Legen, I work in the operating reality of industrial tooling and manufacturing solutions: product portfolio, market development, and the knowledge that must move between suppliers, teams, and customers.

Spec2Market

I am building Spec2Market: practical systems that turn industrial expertise and product data into market-ready commercial assets. It is my method, made repeatable — currently an assisted workflow moving toward a productized service.

Toplegen

I am developing Toplegen, a B2B trade operations platform for small and mid-sized importers, distributors, and wholesalers. It brings inquiry, deal, procurement, shipment, document, and financial work into one visible operational flow.

Explore Toplegen

Selected writing

Notes from building market systems.

Observations from operating work: how sources become usable, where structure prevents drift, and how practical automation helps without replacing responsibility.

2026-08-01 · ai is not the product

We used AI to help build a tool that runs without AI

A recurring illustration task moved into deterministic 2D code, with a programmatic 3D direction still in progress.

Read article

2026-07-07 · industrial product knowledge

Do you need a brand book, or a brand system?

In industrial B2B, a visual guide is only one layer of product communication.

Read article

Relevant conversations

Working on a real industrial knowledge bottleneck?

I am open to conversations with industrial partners, peers, and teams that need to turn complex product knowledge into market-ready assets. That may mean a catalog-to-market system, a focused pilot, a partnership, or a joint product.

Start a relevant conversation