Adam StewartConsulting

Adam Stewart Consulting LLC

Product and operating strategy for technology companies.

I help technology companies sharpen product strategy, design operating models that scale, and build the decision frameworks and accountability that turn strategy into shipped results.

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Open to full-time roles and consulting engagements.

What I do

Where I do my best work.

I work on the problems that sit between strategy and execution: what to build, how to decide, and how to organize a team to deliver.

Product Strategy

Operating-Model Design

Roadmap Prioritization

Decision Frameworks

Cross-Functional Alignment & Accountability

Growth & Market Expansion

Pricing & Monetization

AI Product Strategy

How I work

1

Frame the question

Cut through ambiguity to the real decision and the bar for what "good" looks like.

2

Size and model

Quantify the opportunity with market sizing, unit economics, and financial models.

3

Prioritize and decide

Rank the options with a clear, defensible framework leaders can stand behind.

4

Plan to deliver

Hand over a recommendation with owners, sequencing, and milestones.

Selected work

Strategy work, across sectors and stages.

A selection of engagements and project work spanning growth strategy, business operations, product strategy, and operating-model design. Client identities are withheld to honor confidentiality; each project is described by sector and the substance of the work.

Growth Strategy A consumer digital-learning company

An end-to-end playbook for international market expansion

The company wanted to take its consumer product into new countries but had no repeatable, objective way to decide where to launch, what to build, and how to sequence investment. Market selection was left to instinct and internal debate.

Read the full case study

Approach

  • Designed a six-stage launch process, from opportunity sizing through ROI prioritization, build and test, readiness review, and a post-launch review.
  • Built a weighted, seven-criteria model to rank candidate countries on value, market size, ability to pay, execution difficulty, and required investment.
  • Identified scale levers, including a regional MVP, multi-market licensing, and language-based staffing, to launch markets in parallel waves.

Outcomes

  • Turned country selection from a subjective debate into a transparent, defensible ranking leaders could stand behind.
  • Created a launch operating model in which each new market feeds learnings back into the playbook.
  • Pre-empted the usual expansion failure modes (priority churn, scope creep, misalignment) with named mitigations and a governance cadence.
Frameworks & methods
Multi-horizon NPVROI & unit economicsWeighted prioritization matrixMarket sizing (TAM)MVP / 80–20Conjoint researchRisk registerStage-gate governance

What I delivered

  • A six-stage launch process map with decision gates and an executive go/no-go at each stage.
  • A country-prioritization scorecard ranking candidate markets across seven weighted criteria, with paired one- and three-year value to balance quick wins against long-term upside.
  • A per-market investment template covering product and content requirements, a marketing bill-of-materials, and tax and treasury implications.
  • A scale-and-efficiency plan plus a two-part risk register separating internal from external risks, each with specific mitigations.
Business Operations A global consumer marketplace

A phased operating plan to strengthen trust and safety at scale

The marketplace needed to reduce fraud and bad-actor behavior that eroded customer trust and suppressed demand, and to do it on a tight timeline without access to internal data.

Read the full case study

Approach

  • Mapped the end-to-end customer journey to pinpoint where bad actors exploit gaps and to quantify the downstream cost.
  • Designed a two-part program: an opt-in, third-party verification with a visible trust badge, and a machine-learning model that flags high-risk accounts from behavioral signals.
  • Built a fair review, remediation, and appeals workflow to protect legitimate users who get wrongly flagged.

Outcomes

  • Reframed trust and safety from a reactive cost center into a product feature that could set the marketplace apart.
  • Built an illustrative net-impact model showing the program paying for itself well within the first year.
  • Gave leadership a clear prioritization logic and a path to deliver under deadline, combining human review with automated detection.
Frameworks & methods
Customer journey mappingTop-down sizingKPI scorecardFinancial waterfallROI / breakevenPhase-gated roadmapRACIML risk scoringRisk register

What I delivered

  • An executive-ready strategy presentation covering problem framing, solution, goals and impact, and the execution plan.
  • A KPI scorecard with preliminary targets for adoption, conversion and retention lift, support-contact reduction, model precision, and fraud reduction.
  • An illustrative net-impact model decomposing benefits and costs by initiative, plus a phased rollout with executive approval gates.
  • A week-by-week launch plan with RACI ownership and a risk-and-mitigation register across operational, financial, reputational, and security risks.
Operating-Model Design A high-growth enterprise software company

An operating model to raise decision velocity at scale

A scaling product and technology organization was hitting the limits of its operating model: individual contributors couldn't connect their work to strategy, a consensus culture pushed too many decisions up to the executive, and problems surfaced late because features shipped when engineering was ready, not when customers were.

Read the full case study

Approach

  • Ran a leader diagnostic and grouped the pain points into strategic clarity, decision speed and quality, and operational efficacy.
  • Designed a cascading OKR framework and a distributed, DRI-based decision architecture with an explicit decision-rights matrix.
  • Built a tiered rhythm of business and a capacity model to protect focus, with feature flags to decouple deployment speed from enterprise release dates.

Outcomes

  • Distributed decision-making to remove escalation bottlenecks, reserving only irreversible, high-stakes calls for the executive.
  • Cascaded OKRs so every person's work ladders to a company objective, giving teams the context they need to make fast, autonomous decisions.
  • Recommended running the operating cadence itself like a product, with a quarterly listening loop to surface misalignment early.
Frameworks & methods
OKR cascadeDRI decision modelDecision-rights matrixRACIRhythm of businessCapacity modelFeature flagsGap analysis30/60/90 plan

What I delivered

  • A diagnostic mapping current state to desired state, with hypotheses and remedies for each area of friction.
  • An illustrative cascaded-OKR map tying company objectives to roadmap initiatives and a capacity-allocation model.
  • A DRI-led execution model with a decision-rights matrix, a tiered operating-cadence design, and an annual planning-to-execution lifecycle.
  • A 30/60/90-day plan with credibility milestones, framed explicitly as a hypothesis to pressure-test with the team.
Product Strategy A consumer platform with independent providers

A data-driven thesis for growing high-quality supply

Under pressure on quality and trust, the platform needed to grow committed, high-quality supply. Rather than treat it as a reactive cleanup, I reframed the work around the root cause: how the platform attracts and de-risks the providers whose offerings raise the baseline of customer experience.

Read the full case study

Approach

  • Adopted the persona of a prospective, high-commitment provider to make the analysis concrete and end-to-end.
  • Built a kill-criteria funnel that narrowed a large candidate set down to one target, weighing local conditions, demand, and cost.
  • Underwrote the opportunity with a full investment model, pro-forma economics, and a two-variable sensitivity analysis of returns.

Outcomes

  • Delivered three prioritized recommendations to grow trustworthy supply, starting with the conditions that make committed providers viable.
  • Treated local operating conditions as a selection signal rather than a pure obstacle.
  • Established a performance floor (the utilization and unit economics the model requires) and the operational discipline to hit it.
Frameworks & methods
Goals & constraintsKill-criteria funnelMarket sizing (TAM/SAM/SOM)Investment underwritingPro-forma economicsSensitivity analysisBreak-even modelingCompetitive benchmarking

What I delivered

  • An executive strategy presentation with a clear arc: goals and constraints, market opportunity, investment strategy, and competitive insight.
  • A market-selection funnel and a market-sizing model with documented assumptions.
  • A full investment and financing model, base-case pro-forma economics, a returns sensitivity matrix, and a break-even chart.
  • A competitive benchmark against peer platforms, plus a recommendation to reduce off-platform disintermediation through pricing and policy.
Product Strategy · AI A venture-backed learning and upskilling platform

A product strategy for an AI-disrupted learning category

The platform's advantage rested on premium content and strong learner-completion rates. The brief asked for bold product bets and a lightweight way to prioritize them. The deeper question: as generative AI commoditizes content, where do advantage and margin migrate, and what should the product org build to stay ahead?

Read the full case study

Approach

  • Framed a falsifiable hypothesis: once AI is good enough, buyers trade premium content for speed and cost, eroding a content-based advantage.
  • Used the Kirkpatrick model to show the category measures reaction and learning well, but leaves behavior change and business results unowned.
  • Generated three product concepts and scored them on a custom Impact 2×2 with revenue and engineering-complexity overlays.

Outcomes

  • Recommended redirecting AI investment from better content toward owning post-training behavior change and business-impact measurement.
  • Sequenced the bets: a near-term, low-lift upsell; a 12–18 month bet to validate with a design partner; and a future option to revisit later.
  • Attached the single sharpest open question to each bet, giving leadership a clear validation agenda.
Frameworks & methods
Kirkpatrick four levelsCustom Impact 2×2Multi-stakeholder value mappingCommoditization analysisFalsifiable hypothesisBuild / prototype / killDesign-partner MVP

What I delivered

  • A panel-ready product-strategy presentation with a today-versus-tomorrow disruption thesis grounded in learning-transfer research.
  • Three fully framed product concepts, each broken down across learner, buyer, strategic, and revenue value.
  • A custom prioritization 2×2 with named quadrants and revenue/complexity encoding, and clear build verdicts with sequencing.

About

Adam Stewart

Adam Stewart, founder of Adam Stewart Consulting LLC

Adam Stewart Consulting LLC is the independent practice of Adam Stewart. I work with technology companies on the gap between a good strategy and a team that can actually ship it.

My work tends to start with an ambiguous, high-stakes question and end with a recommendation leaders can act on, backed by market sizing, financial models, prioritization frameworks, and a concrete plan for who does what by when. The selected work above shows that range across growth strategy, business operations, product strategy, and operating-model design.

Based in the United States. U.S. citizen, no visa sponsorship required. Available for full-time roles and consulting engagements.

Questions

Frequently asked

What does Adam Stewart Consulting do?
I advise technology companies on the problems between strategy and execution: product strategy, operating-model design, roadmap prioritization, decision frameworks, and cross-functional alignment and accountability.
What kinds of companies do you work with?
Technology companies across stages, from venture-backed, growth-stage businesses to large public platforms, in areas such as consumer internet, marketplaces, SaaS, fintech, and digital learning.
Are you available for full-time roles or only consulting?
Both. I'm open to full-time product and operations leadership roles as well as independent consulting engagements.
Where are you based, and do you need visa sponsorship?
I'm based in the United States and I'm a U.S. citizen. I do not require visa sponsorship.
How do we get started?
Email me at adam@adamstewartconsultingllc.com with a sentence or two about what you're working on, and I'll follow up to set a time.

Let's talk.

If you're working on a hard product or operating problem, or hiring for one, I'd like to hear about it.

Email me
adam@adamstewartconsultingllc.com LinkedIn