Pilot Implementation
Pilot Implementation — Marketing
A four-week implementation package covering the marketing department of a B2B manufacturing company, from mapping marketing processes to deploying the first tools into the team's daily work.
4 weeks of work. Marketing department. Staged payment with a decision point after the first week.
Who it's for
The department profile this variant fits
For the marketing department of a B2B manufacturing company.
This variant is addressed to marketing departments in B2B companies conducting technical communication with business audiences. The industry profile can vary, from manufacturers of technical components, automation systems, machinery and equipment, through material processing plants, toolmakers and injection molders, to manufacturers of steel structures, industrial installations, joinery, contract furniture, or agri-food producers serving wholesale clients. The common denominator is marketing that supports the sale of a configurable product.
Marketing in such companies combines three layers of activity. Content production for multiple channels (LinkedIn, the company blog, newsletter, sales presentations), with tone adapted to the specifics of each channel. Communication tailored to different customer segments (industry, company size, purchasing stage, geographic market), with sequence personalization. Campaign reporting scattered across advertising platforms, e-mail marketing tools, and web analytics. The Marketing variant addresses the consolidation of these layers into tools that learn the specifics of the company's particular marketing dialogue, regardless of product profile.
Department Discovery
Typical problem areas
A catalog of typical areas addressed by the diagnosis in the first week of the package.
- 01
Content production for multiple communication channels
Adapting the same message to different formats (a blog article, a LinkedIn post, a newsletter section, a presentation slide) and different audience groups. The pace of content production rarely keeps up with the communication ambitions of the department and management.
- 02
Sequence personalization for customer segments
The recipient's industry, company size, purchasing stage, geographic market — each of these dimensions affects which message reaches which segment and at what point. Manual personalization becomes unscalable beyond a few segments.
- 03
Campaign reporting from different platforms
Campaign data scattered across advertising platforms (LinkedIn Ads, Google Ads, Meta), e-mail marketing tools, the CRM, and web analytics. Manually compiling reports in Excel consumes time at the expense of work on strategy and content.
- 04
Content localization for export markets
Translating materials for export markets requires cultural adaptation, verification of industry terminology, and adjustment of units, currencies, and regulations. Manual localization across 3 to 5 markets consumes resources comparable to producing the original.
- 05
Monitoring competitors' publications and communication
Manually reviewing competitors' publications (LinkedIn, websites, industry portals) in search of strategic signals. Without systematic monitoring, signals reach the department late or not at all.
- 06
Sales support materials from customer inquiries
Converting technical data into sales communication: a case study, a one-pager, a technical presentation for a specific inquiry. Materials produced ad hoc, without consolidation into a unified sales support library.
The catalog is a starting point, not a rigid list of package tasks. The Department Discovery phase in the first week of the package verifies which areas are actually relevant in the client's department, and identifies areas specific to the plant's profile. A client with a concrete idea of their own is not blocked by the catalog — the idea enters the scope as one of the priorities.
Course
How the package unfolds
The four weeks of work are divided into four stages, each with a defined function.
Week 1
Department Discovery
On-site work with the marketing team. Conversations with the marketing manager and the people working on content, campaigns, and reporting; analysis of the tool stack (CMS, mailing tools, advertising platforms, CRM, analytics); identification of recurring problems.
Week 2
Workshop with the team
Workshop sessions in which the marketing team, together with the consultant, identifies specific process problems and designs solutions. The workshop also involves people from the sales department where marketing intersects with the sales funnel.
Week 3
Solution design and start of build
Building of priority tools begins, typically a content production assistant for multiple channels, a sequence personalization tool, or a dashboard consolidating campaign reporting. The choice follows from the workshop's conclusions.
Week 4
Deployment and presentation to the management board
Launch of the solutions in the company's working environment, training of the marketing team, support during the first days of use. The package concludes with a presentation to the management board covering the deployed solutions, the department's problem map, and a proposal for further cooperation.
The detailed mechanics of the package — the meeting schedule, workshop session parameters, the structure of the decision point after the first week — are provided in the offer proposal after the consultation. The mechanics are shared across all six variants of Pilot Implementation.
Results
What remains after four weeks
The Pilot Implementation in the Marketing variant concludes with five parallel results that remain with the company.
- 01
Working tools in the daily operations of the marketing department
A content production assistant for multiple channels, a sequence personalization tool for segments, a dashboard consolidating reporting, or a materials localization tool. Each solution comes with user documentation and training.
- 02
A list of ideas submitted by the marketing team
Solution proposals formulated by the team itself during the workshop. The list reflects real problems with content production, campaign management, and segment communication, not a generic catalog of AI capabilities.
- 03
Map of the department's everyday problems
A document organizing process problems: the pace of content production relative to ambitions, inconsistent tone across channels, the cost of manual localization, scattered campaign reporting.
- 04
Descriptions of further solutions for future implementation
Ready-made solution descriptions prepared for further work. Each includes the objective, the target user profile (content specialist, marketing manager, the person responsible for export markets), the data required, and a complexity assessment.
- 05
Plan for further cooperation
A proposal for the next step after the Pilot Implementation: scope, timeline, terms of cooperation. No obligation to continue. The decision remains with the company.
FAQ
Frequently asked questions about AI implementation in the marketing department
Answers to the questions that most often come up before deciding on an implementation.
How does the Pilot Implementation differ from marketing automation tools?
Classic marketing automation tools (HubSpot Marketing, Marketo, ActiveCampaign, Mailchimp) provide ready-made frameworks for e-mail campaigns, segmentation, and lead scoring. The Marketing variant of the Pilot Implementation builds tools tailored to the company's specific communication process: technical content production for multiple channels, localization for export markets, competitor monitoring. Both layers are complementary and typically integrate as an additional layer on top.
How will the tool integrate with the existing marketing stack?
The scope of integration depends on the company's stack (a CMS such as WordPress or Drupal, an e-mail tool, advertising platforms, CRM, Google Analytics). Two models are possible: reading data from the existing stack as context, and writing new materials and reports back to the tools. The specific scope is established during the Department Discovery phase.
What about the security of customer data in content tools?
Customer data in B2B marketing includes mailing lists, CRM segments, interaction history, and analytics. The architecture addresses this directly: an on-premise deployment is possible, as are hybrid models with isolation of sensitive layers. The specific architecture follows from the company's security policy and legal requirements (GDPR).
Does the package include content production, or only the tools for producing it?
The package builds tools that support content production, but it does not replace production itself. Communication strategy, editorial decisions, and campaign direction remain with the marketing team. The result is freeing up the team's time for high-value-added work at the expense of shortening the operational layer.
To what extent does the package cover cooperation between marketing and sales?
The package focuses on the marketing department. Points of contact with sales (lead handover, sales support materials, funnel performance reporting) are addressed in the week 2 workshop as process context. Full cooperation between the two departments is typically achieved through a sequence of two Pilot Implementations spaced 1 to 3 months apart.
Does deploying artificial intelligence in the marketing department require a consolidated content base?
No. The implementation starts from the actual state of the company's documentation, not from an assumption of a perfectly consolidated base in a single CMS. Part of the package covers organizing and indexing materials scattered across platforms and locations. Initial implementations often involve tools that consolidate the content base into a single operational resource.
Pierwszy krok
Decisions about the Marketing variant take one conversation
A thirty-minute online consultation is enough to assess whether the package matches your department's profile and which problem areas from the catalog are relevant to your team's daily work.
Direct contact: kontakt@artechconsult.com · +48 609 065 717
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