FASTND ENGINEERING

The data foundation
for AI in electronics sales

AI-powered recommendations are only as good as the underlying data. FASTND structures, cleans, and unlocks product, customer, and project data, making it readily available for FASTND INTELLIGENCE and other AI applications.

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Within many sales organisations in the electronics sector, product, customer, and project data remain fragmented across CRMs, ERPs, product catalogues, and Excel spreadsheets—characterised by inconsistent nomenclature, duplicate entries, and data gaps. Consequently, recommendations derived from this data lack precision, leading to a loss of confidence among sales teams.

Output: Harmonised data foundation for

FASTND INTELLIGENCE

CRM & internal systems

Proprietary & customer tools

FASTND ENGINEERING

Assess

Sample & scope

Structure

Consolidation

Cleanse

Cleansing & enrichment

Link

Harmonisation & linking

Maintain

Continuous quality

Fragmented source data

Product & master data

Datasheet free text

Customer & CRM data

ERP transactions

POS data

Legacy systems

Scattered data is transformed into a queryable database

FASTND INTELLIGENCE automatically processes existing exports. FASTND ENGINEERING operates at a deeper level: product, application, customer, and opportunity data are structured, cleansed, and consolidated into a consistent foundation with a unified taxonomy and a shared parameter model.

Unified taxonomy for product families and end applications

Consistent parameter model with standardised units, formats and nomenclature

Resolution of duplicates and conflicts, e.g. MPN variants and legacy manufacturer names

Conversion of unstructured free-text documents into structured, actionable insights

Scattered data is transformed into a queryable database

Unified taxonomy for product families and end applications

Consistent parameter model with standardised units, formats and nomenclature

Resolution of duplicates and conflicts, e.g. MPN variants and legacy manufacturer names

Conversion of unstructured free-text documents into structured, actionable insights

Scattered data is transformed into a queryable database

Unified taxonomy for product families and end applications

Consistent parameter model with standardised units, formats and nomenclature

Resolution of duplicates and conflicts, e.g. MPN variants and legacy manufacturer names

Conversion of unstructured free-text documents into structured, actionable insights

Electronics expertise meets data engineering

FASTND ENGINEERING combines electronics expertise with data engineering. Harmonising component and customer data demands product, project, and application context, not just IT.

Alignment of customers and end-use applications across CRM, ERP, and POS data

Linking products, cross-references, customers, and opportunities into a queryable network

Unified customer master data as the foundation for archetypes and white-space analyses

Electronics expertise meets data engineering

FASTND ENGINEERING combines electronics expertise with data engineering. Harmonising component and customer data demands product, project, and application context, not just IT.

Alignment of customers and end-use applications across CRM, ERP, and POS data

Linking products, cross-references, customers, and opportunities into a queryable network

Unified customer master data as the foundation for archetypes and white-space analyses

Electronics expertise meets data engineering

FASTND ENGINEERING combines electronics expertise with data engineering. Harmonising component and customer data demands product, project, and application context, not just IT.

Alignment of customers and end-use applications across CRM, ERP, and POS data

Linking products, cross-references, customers, and opportunities into a queryable network

Unified customer master data as the foundation for archetypes and white-space analyses

Unlocking untapped data sources for sales

Reference design BOMs, training documents and other data sources lie unused in many companies. FASTND ENGINEERING structures this data to enable subsequent recommendations and analyses.

Reference design BOMs demonstrate which products engineers integrate together, thereby providing complementary recommendations.

Training documents enable the leverage of application knowledge and focus products for recommendations

Unlocking untapped data sources for sales

Reference design BOMs, training documents and other data sources lie unused in many companies. FASTND ENGINEERING structures this data to enable subsequent recommendations and analyses.

Reference design BOMs demonstrate which products engineers integrate together, thereby providing complementary recommendations.

Training documents enable the leverage of application knowledge and focus products for recommendations

Unlocking untapped data sources for sales

Reference design BOMs, training documents and other data sources lie unused in many companies. FASTND ENGINEERING structures this data to enable subsequent recommendations and analyses.

Reference design BOMs demonstrate which products engineers integrate together, thereby providing complementary recommendations.

Training documents enable the leverage of application knowledge and focus products for recommendations

The lifecycle of a FASTND ENGINEERING project

Restricted Launch

Start with a focused scope, then scale

Limited scope, high impact: results are visible early, followed by scaling.

Restricted Launch

Start with a focused scope, then scale

Limited scope, high impact: results are visible early, followed by scaling.

Validation

Engineers focus on analysis, not maintenance

Cleansed proposals are validated by your subject matter experts, rather than maintaining data manually.

Validation

Engineers focus on analysis, not maintenance

Cleansed proposals are validated by your subject matter experts, rather than maintaining data manually.

Guardrails

Permanently clean data

Guardrails ensure that data quality does not degrade after a one-off project.

Guardrails

Permanently clean data

Guardrails ensure that data quality does not degrade after a one-off project.

The foundation for AI in sales

The processed database is made available for use: for proprietary applications such as CRM, eCommerce, or in-house AI applications, as well as for FASTND INTELLIGENCE.

For proprietary AI applications

For CRM and e-commerce

For FASTND INTELLIGENCE & WORKSPACE

Data that becomes increasingly valuable with usage

With each update, new projects, design registrations, and expert decisions are integrated into the recommendations. The database expands, the recommendations become more robust, and the value remains within the organisation: the data is used exclusively to train its own recommendation engine.

Strict multi-tenancy isolation

GDPR-compliant

Cloud (Germany) or On-Premise