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EXPERIENCE

Experience in both advice and implementation.

AI adoption planning for an advertising company and workflow tool development in real estate. Explore verified experience, with the actual scope of each engagement clearly described.

EXPERIENCE

Experience in advice and implementation.

Selected consultation and development experience, with the purpose and actual scope of each engagement.

AI ADOPTION / KNOWLEDGE

Advertising company / anonymized

Planning AI adoption around internal knowledge.

We reviewed workflows and internal documents, clarified what AI could handle, and proposed how to use a shared knowledge foundation. The proposal connected individual AI assistants with a process for returning lessons from daily work to that shared knowledge.

Scope: Paid consultation, workflow review, requirements, and proposal design

Purpose

Clarify how scattered internal documents and staff knowledge could become useful in everyday work.

Work performed

  • Reviewed workflows, internal documents, and current issues
  • Designed roles for individual AI assistants and shared knowledge
  • Proposed an adoption sequence and a process for capturing new knowledge

This case covers consultation and proposal work. It does not claim a completed company-wide rollout or improvements in business performance.

AI TOOL / WORKFLOW

Real estate / anonymized

Connect document review, research, and reporting.

We developed a workflow tool linking document input and review with AI research and report generation. The work included an interface for human verification, functional testing, and handover documentation.

Scope: Design, implementation, testing, and handover

Purpose

Bring document review, information research, and report preparation into a connected workflow.

Work performed

  • Designed and built document input and human review interfaces
  • Implemented the connection between AI research and report output
  • Tested functionality and prepared handover documentation

This case describes the development work performed. It does not present measured time savings or revenue results.

STRATEGY TO IMPLEMENTATION

Business understanding, carried through to delivery.

The goals and context shared in our conversations carry through requirements, design, and implementation. Keeping that understanding together reduces repeated explanations and coordination, helping us build something aligned with your purpose.

  1. UNDERSTANDYour business
  2. DESIGNRequirements
  3. BUILDDevelopment
  4. ADVISEOngoing advice

Move into the next decision and implementation with your business context intact. We keep the purpose connected across advice and development.

Understand the contextSet prioritiesMake it useful

LET’S TALK

Let’s start with your business.

You do not need AI expertise or a ready-made plan. Send us your questions; we will review them and invite you to a first consultation.

Inquire about a first consultation

First consultation: free for now
About 60 minutes + a concise summary