Knowledge Infrastructure for B2B Companies
Your knowledge is your only real competitive advantage.
CORE organises it into infrastructure.
What CORE does.
We engineer CORE from the documentation and expertise your company already owns: manuals, specifications, process documents, commercial knowledge, and the reasoning held by experienced people. The result is private, structured, continuously maintained knowledge infrastructure that gives your teams and AI tools one company-specific source of truth.
Technical Manual
Price List
Procedures
Quality Manual
Contracts
Case Studies
The Problem CORE Solves
Your company already has the knowledge. The problem is that it is scattered.
When technical and institutional knowledge sits across manuals, shared drives, email threads, old files, and people’s heads, both people and AI work from incomplete context.
01 · FRAGMENTATION
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Knowledge becomes usable.
CORE extracts and structures what already exists, so teams stop searching across disconnected files and rebuilding the same knowledge from scratch.
02 · AI READINESS
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AI outputs become company-specific.
AI tools can reason from your products, terminology, approved claims, processes, and institutional expertise instead of responding from generic category knowledge.
03 · CONTINUITY
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Expertise stays when people move on.
Critical decisions, methods, and technical reasoning become part of a governed company asset instead of leaving with one senior engineer, founder, or specialist.
CORE
Private, structured knowledge infrastructure engineered from what you already own.
Documentation-first knowledge engineering
AI-ready and model-agnostic
Human-led, AI-assisted, continuously governed
Multilingual by design
Owned by the client
Why DEMA Growth
More than twenty years of working inside complex knowledge.
DEMA Growth grew from more than twenty years of managing technical documentation, terminology, language, and structured communication across industries and markets.
That background matters because CORE is not software installed on top of a company. It is knowledge engineering: extracting what people and documents know, structuring it, validating it, and governing it so that humans and AI can use it reliably.
We use CORE internally too. DEMA Growth’s own content, prospect research, outreach preparation, and onboarding draw from the same structured knowledge foundation. We build what we use.
How CORE Is Engineered
Infrastructure, not a one-off documentation project.
CORE begins with the knowledge domain tied to the most urgent business need. New domains can be added later without rebuilding what has already been organised.
01
Diagnose
Identify where knowledge is fragmented, duplicated, inaccessible, or concentrated in a few people.
02
Extract & Structure
Extract knowledge from documentation and expert input, then organise the taxonomy, metadata, relationships, and approved sources.
03
Engineer CORE
Create a private, reserved, AI-ready foundation that people and authorised systems can work from.
04
Govern Continuously
Keep the knowledge accurate as products, teams, markets, and decisions change. CORE becomes more useful as it matures.
What CORE Makes Possible
One foundation can support multiple business functions.
CORE is the offer. The examples below are application domains that can operate from the same governed knowledge once the foundation exists.
Internal & Operational Use
Give people access to the reasoning behind the work.
When company knowledge is structured and governed, teams can find, reuse, and transfer expertise without depending on the person who remembers where everything lives.
Onboarding and training grounded in current company knowledge
Internal search across approved documentation and expertise
Process, quality, and project handover knowledge
Technical support and internal decision context
Commercial & Market-Facing Use
Make commercial work draw from what the company actually knows.
CORE can ground sales enablement, proposals, account preparation, thought leadership, and multilingual market-facing material in the same approved company knowledge.
Sales enablement and proposal generation
Account preparation and competitive positioning
Content and thought leadership grounded in real expertise
Multilingual material built from governed terminology and context
CORE Is the Foundation
Start with the knowledge domain that matters most. Expand without rebuilding.
CORE is modular by design. A company can begin with the area where fragmentation is already creating cost or risk, then add new domains as priorities change. Every extension inherits the structure already in place.
The client owns CORE permanently
DEMA engineers and continuously governs the structure
Private and reserved environment
Model-agnostic AI readiness
Multilingual by design
CORE
This is not a platform to configure and not a report that gets handed over. It is a continuously maintained company knowledge asset.
Map your first CORE domain →We begin with the business problem, then determine which knowledge needs to be engineered first.
Who CORE Is For
Built for knowledge-dense B2B companies.
The strongest fit is a B2B company with years of accumulated technical or methodological knowledge and a visible reason to organise it now: AI frustration, succession risk, faster hiring, international expansion, or growing operational complexity.
Manufacturing, industrial, engineering, automation, and technical companies
B2B SaaS and technology companies with growing product and support knowledge
Engineering consultancies, professional services, IT services, and specialised training firms
Typically 50–300 employees, with sector-specific exceptions where knowledge density is high
CORE is not:
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A chatbot, internal wiki, or software platform you configure yourself
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A generic AI integration or a tool tied to one model
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A short-term campaign or one-off documentation clean-up
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A fit for B2C, e-commerce, retail, or businesses with little accumulated specialist knowledge
Start with the knowledge you already own
If your AI tools do not know your company, the problem may be underneath the model.
We can look at where your knowledge currently lives, which business problem is exposing the fragmentation, and whether CORE is the right infrastructure to solve it.
Specific, practical, and focused on whether the infrastructure fits your situation.