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Azmera AbrahamIndependent Research & Strategic Advisory

01Advisory Services

Clear thinking for complex decisions.

I help organizations understand complex challenges, identify opportunities, and develop practical solutions — combining research, business strategy, operational experience, and data science. Every engagement is scoped in writing, with defined deliverables.

Four ways to work together

  1. 01Market & Competitive Intelligence
  2. 02Business & Operational Strategy
  3. 03Product Discovery & Strategy
  4. 04Data Analytics & Decision Support
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Who this is for

Organizations facing a decision that deserves evidence

Teams, founders, and organizations that need a clearer view of a market, an operation, a product opportunity, or their own data. Real estate, housing, and PropTech are a particular strength — drawing on hands-on experience across brokerage, property management, leasing, mortgage lending, and housing operations — but the methods apply well beyond them.

The work follows the same standards as the published research on this site: sources are named, methods are documented, and limitations are stated rather than buried.

Service 01

Market & Competitive Intelligence

Structured research on a market, segment, or set of competitors, built from public and client-provided data, with every source and limitation stated.

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Related public work

Problems addressed

  • You are weighing a new market, segment, or service and need an evidence-based view before committing resources.
  • Competitor activity, pricing, or positioning is hard to read from scattered sources.
  • Leadership needs a clear, revisitable picture of demand, supply, and trends.

Typical deliverables

  • Market or competitive landscape brief
  • Competitor comparison matrix
  • Source register: datasets, coverage, and limitations
  • Charts and data tables ready for internal presentations

Final deliverables are agreed in the written scope for each engagement.

Process

  1. 1Frame the decisionAgree on the questions the research must answer — and what is out of scope.
  2. 2Source and assess dataIdentify public, licensed, or internal data and record each source's coverage and limits.
  3. 3AnalyzeDescribe trends and differences with documented methods, without overstating what the data shows.
  4. 4SynthesizeTranslate findings into implications and open questions for the decision at hand.
Service 02

Business & Operational Strategy

Strategy grounded in operating experience: clarifying priorities, examining how work actually gets done, and identifying improvements that are realistic to implement.

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Related public work

Problems addressed

  • Growth, a new service line, or changing conditions call for a clearer plan and priorities.
  • Workflows, handoffs, or reporting have become inefficient and it is unclear where to start.
  • Teams disagree on priorities because the trade-offs have never been laid out side by side.

Typical deliverables

  • Current-state workflow map
  • Opportunity and risk assessment
  • Options memo with trade-offs
  • Phased implementation roadmap

Final deliverables are agreed in the written scope for each engagement.

Process

  1. 1Listen and mapStakeholder conversations and a walk-through of current workflows.
  2. 2DiagnoseIdentify bottlenecks, risks, and opportunities, separating evidence from opinion.
  3. 3Options and trade-offsDevelop a small set of options with their costs, risks, and dependencies.
  4. 4RoadmapSequence the recommended steps with owners and checkpoints.
Service 03

Product Discovery & Strategy

Discovery and product strategy for new tools or features — from problem framing and user needs to requirements and a prioritized roadmap, using the structure shown in the Product Portfolio case studies.

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Related public work

Problems addressed

  • A product or feature idea needs testing against real user needs before anything is built.
  • Requirements are vague, so scope keeps shifting.
  • The backlog has grown without a clear way to decide what comes first.

Typical deliverables

  • Problem statement and user profiles
  • Discovery summary with open questions
  • Product requirements document (PRD) with non-goals
  • Prioritized feature list and roadmap

Final deliverables are agreed in the written scope for each engagement.

Process

  1. 1Frame the problemDefine who the product serves, the problem it solves, and what success would mean.
  2. 2DiscoverUser and stakeholder conversations, workflow review, and a look at existing alternatives.
  3. 3DefineRequirements, scope, and explicit non-goals.
  4. 4PrioritizeRank candidate features by impact, effort, and risk, and turn the result into a roadmap.
Service 04

Data Analytics & Decision Support

Analysis, dashboards, and lightweight decision tools that help teams answer recurring questions with data — with definitions, assumptions, and limits documented.

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Related public work

Problems addressed

  • Data sits across spreadsheets or systems but is not answering the questions that matter.
  • Reports are assembled by hand and are hard to trust or reproduce.
  • A recurring decision would benefit from a simple model, calculator, or dashboard.

Typical deliverables

  • Metric definitions and data dictionary
  • Analysis report with documented methods
  • Dashboard or interactive decision tool
  • Handoff documentation and walkthrough

Final deliverables are agreed in the written scope for each engagement.

Process

  1. 1DefineAgree on the question and the metrics, including exactly how each is calculated.
  2. 2Audit the dataCheck completeness, consistency, and known gaps before any analysis.
  3. 3BuildAnalysis, dashboard, or decision tool, with assumptions visible to the people using it.
  4. 4Hand offDocumentation and a walkthrough so your team can use and maintain the work.

Process

How engagements work

  1. Step 1

    Introductory conversation

    A short call to understand the question, timeline, and whether the work is a good fit.

  2. Step 2

    Written scope

    A written proposal covering questions, deliverables, timeline, and fees. Work begins only after scope and terms are agreed in writing.

  3. Step 3

    Work in checkpoints

    Regular check-ins with interim findings, so direction can be adjusted early.

  4. Step 4

    Delivery and handoff

    Final deliverables with sources, methods, and limitations documented.

Submitting an inquiry does not create a client or advisory relationship. The scope, fees, and contracting party for any engagement are set out in a written agreement before work begins. Advisory work does not include legal, tax, accounting, or investment advice, or real estate brokerage representation.

Start a conversation

Have a question worth getting right?

Share a few details about your organization, the decision in front of you, and your timeline. Inquiries are reviewed personally.

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