Services

From mandate
to measurable progress.

Strategic engagements designed for mid-market executive and senior-leadership teams navigating AI strategy decisions in an era of increasingly autonomous agents, plus a team-level workshop for the people executing on AI strategy day-to-day.

Engagements at a glance

Find the right starting point.

AI Readiness Audit

Is your organization ready for AI?

AI is ready for your organization. The harder question is whether your organization is ready for AI.

Most AI efforts don't fail because the technology is incapable. They fail because the organization lacks the strategic clarity, decision-making infrastructure, cross-functional alignment, governance, fluency, or integration readiness needed to make AI investments pay off.

The AI Readiness Audit is a low-friction first step to get an honest, external assessment of where your organization stands — across nine dimensions — before committing to a larger strategic engagement.

For

Executive teams or senior leadership evaluating whether to commit to a formal AI strategy engagement — typically C-suite or VP-level decision-makers who want a substantive external read before committing to next steps.

Format

One week. Stakeholder interviews conducted via video. Findings delivered in a 90-minute executive briefing, virtual or onsite. Timing may vary based on stakeholder availability.

Investment

Starting at $10K

This engagement is useful when your organization:

  • Perceives a gap between AI ambitions and organizational readiness
  • Wants to avoid internal assessments that tend to confirm what leadership already believes
  • Needs a cross-functional perspective not bound by internal silos
  • Wants people closest to the work to have visibility into leadership objectives
  • Seeks an outside read before committing to an AI strategy it isn't structured to deliver

What you'll get:

  • AI Audit findings brief covering nine dimensions of organizational readiness
  • Prioritized list of strategic gaps
  • Competitive context summary
  • Guidance on where to focus before investing further in AI implementation

What It Measures

  • Strategic Clarity — Is AI tied to specific business outcomes, or is the organization chasing AI for its own sake?
  • Strategic Translation — Has AI strategy been communicated clearly, and can employees connect their work to the business outcomes?
  • Decision-Making Infrastructure — Can leadership make and commit to AI investment decisions quickly enough to keep pace with change?
  • Cross-Functional Alignment — Are the teams involved in AI working from shared priorities, or operating in silos?
  • Decision Governance — Are there clear rules for what AI can do, what humans must review, and who owns outcomes?
  • Workflow Transformation — Is AI being layered onto existing processes, or is it being used to rebuild how work actually gets done?
  • Integration Readiness — Are your systems, data, documentation, and feedback loops ready for AI-enabled work?
  • Workforce Transition — Is the organization equipping employees to transition their work as AI integrates into workflows?
  • AI Fluency Depth — Are employees using AI as a strategic work partner, or only as a better search engine?

What if the audit reveals significant gaps?

The answer usually isn't another AI tool or another pilot. It is alignment. JR Key Advisory helps leadership teams turn readiness gaps into strategic priorities, decision criteria, and implementation plans through the AI Strategic Initiative Series below. If you proceed to the Series within 90 days, your Audit fee is credited toward that engagement — so the diagnostic work is never billed twice.

Schedule a 15-Minute Introductory Call

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The AI Strategic Initiative Series

A connected three-step arc from strategic intent to validated prototype.

Each workshop produces a deliverable the next workshop builds on. Each can also be engaged independently if the prerequisite work has already been done.

Full-arc engagements move an organization from strategic alignment through implementation planning to a tested AI workflow. Each step is scoped and priced as a standalone engagement; together they represent the fastest path from scattered AI activity to validated, committed progress.

Full arc Starting at $70K
Step 1 of 3
Executive AI Strategy Session

Turn a vague AI mandate into a clear strategic direction.

The flagship engagement for organizations that know AI matters but have not yet aligned on where it should create value.

This session brings senior leaders together to define the business vision for AI, clarify priorities, identify decision criteria, and create a strategic mandate that can guide implementation. Two days of facilitated work surfaces and resolves the strategic decisions only your executive team can make. As AI shifts from tools that assist to agents that act autonomously, deciding where to grant that autonomy — and who owns the outcome — becomes an executive decision, not a technical one.

Where AI fits the business strategy. Where it doesn't. What outcomes you're investing in. What you're explicitly not pursuing. What success actually means and the metrics you'll measure it by.

For

CEO and direct reports. Often includes the CAIO, CIO, CTO, or equivalent technology leader — sometimes board members. Pre-work includes a confidential intake interview with each participant.

Format

Two days, virtual or on-site, facilitated. Pre-work includes the AI Readiness Audit (or equivalent) and a confidential intake interview with each participant.

Investment

Starting at $25K

This engagement is useful when your organization:

  • Has an AI mandate but no shared strategy
  • Is running scattered pilots without clear ROI
  • Needs to identify where AI can create the most value across the business
  • Wants leadership alignment before committing implementation resources
  • Is facing board, investor, or CFO pressure to show AI progress

What you'll get:

  • Strategic AI mandate
  • Prioritized opportunity areas
  • Decision criteria for AI investment
  • Initial success measures
  • Executive alignment on what to pursue, pause, or stop
Schedule a 15-Minute Introductory Call

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Step 2 of 3
AI Implementation Planning

Translate strategy into initiatives teams can execute.

Once leadership has defined the strategic mandate, implementation teams need a clear bridge from strategy to action.

A focused planning engagement that translates the strategic mandate into a prioritized portfolio of AI and agentic-workflow initiatives. Sequence, dependencies, capability requirements, success criteria, kill criteria. Where each initiative fits in the broader business architecture. Who owns what.

The output of this session is the document implementation teams need to move forward without guessing at leadership intent.

For

Managers, senior contributors, technical leads, and operational stakeholders who will own delivery. The session turns strategic priorities into specific initiatives with owners and metrics.

Format

One to two days, on-site or virtual, depending on group size and geography.

Investment

Starting at $20K

This engagement is useful when your organization:

  • Has strategic AI priorities but needs execution clarity
  • Needs cross-functional alignment between leadership and delivery teams
  • Is deciding which pilots to scale, stop, or redesign
  • Needs clear ownership before investing in implementation

What you'll get:

  • Prioritized implementation roadmap
  • Initiative briefs with owners and success criteria
  • Ownership and accountability map
  • Key dependencies and constraints
  • Documented assumptions that need to be tested before significant capital commitment
Schedule a 15-Minute Introductory Call

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Optional Step 3
AI Workflow Sprint

Redesign and validate AI-integrated workflows.

Some AI initiatives should be tested before significant resources are committed.

The AI Workflow Sprint exists to de-risk a capital decision before you commit to it. A cross-functional team rapidly maps, redesigns, and stress-tests one prioritized workflow for AI integration — so you learn what breaks on real data, real users, and real process before it breaks in production.

The four days produce a working MVP, but the MVP is the instrument, not the deliverable. The deliverable is an evidence-based go/no-go: explicit hypotheses tested, failure modes surfaced, and a clear recommendation to proceed, modify, or stop. The difference between this and handing the problem to your team and a no-code tool is the rigor — structured validation that turns "this looked good on a roadmap" into "we have evidence."

If the recommendation is modify, the sprint can extend to a fifth day to iterate and retest.

For

Cross-functional implementation team that includes a business owner, a technical lead, a designer and/or developer, and access to end-users for testing.

Format

Four days, on-site. Can be extended to a fifth day to iterate and retest if the output is a modify decision.

Investment

Starting at $25K

This engagement is useful when your organization:

  • Has selected a promising AI initiative and wants to test it before committing significant budget
  • Needs user validation to support a go/no-go decision
  • Has had prior initiatives that looked strong on a roadmap but stalled when they met real workflow, real data, or real users

What you'll get:

  • Redesigned workflow
  • AI agent MVP
  • User and stakeholder feedback
  • Validated and invalidated assumptions
  • Recommendation to proceed, revise, or stop
Schedule a 15-Minute Introductory Call

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AI Strategic Calibration

Close the loop — measure what your AI strategy returned, and recalibrate.

Most AI strategy work ends at launch. This engagement comes back after implementation to measure realized value and decide what to scale, fix, or stop.

Once an initiative has been live long enough to produce real results, the AI Strategic Calibration measures realized value against the success metrics your Executive AI Strategy Session defined. What moved. What stalled. What the evidence says to do next.

Because it calibrates against the mandate and metrics you already set, this engagement requires a strategic baseline. It isn't a diagnostic for work done outside this process. It makes this series a cycle rather than a one-time project.

For

Leadership teams that have completed the AI Strategic Initiative Series — or at minimum the Executive AI Strategy Session — and now have a defined mandate and success metrics to measure against.

Format

Half- to full-day facilitated review, virtual or on-site, preceded by async outcome analysis. Available as a one-time review or repeated on a recurring cadence.

Investment

Starting at $10K

This engagement is useful when your organization:

  • Has implemented AI initiatives and needs to show the board or CFO what they returned
  • Wants an evidence-based decision on what to scale, fix, or stop
  • Suspects some initiatives have quietly stalled but lacks a structured read
  • Is ready to recalibrate priorities for the next cycle of investment

What you'll get:

  • Value-realization summary measured against your original success metrics
  • Scale, fix, or stop decisions for each initiative
  • Recalibrated priority list for the next cycle
  • Updated success measures
Schedule a 15-Minute Introductory Call

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Directing AI Workshop

Help leaders direct AI more effectively.

As AI systems become more capable, the limiting factor is often not prompting technique. It is the leader's ability to express clear intent, context, constraints, and judgment.

The Directing AI Workshop helps both technical and non-technical leaders learn how to direct AI agents and assistants in ways that produce more useful, reliable, and strategically aligned work. By treating it as a discipline rather than a trick, participants develop a transferable skill set that raises the floor across the team.

Participants work on their own real use cases, not generic exercises. Theory is minimal; application is the point. By the end of the session, every participant has at least one transformed use case from their actual work.

For

Senior business leaders and knowledge workers who direct AI agents in their daily work — directors, managers, and senior individual contributors across functional areas.

Format

Half-day. Four hours. Delivered on-site or virtually. Group size capped at 15 participants to allow individualized work on participant-specific use cases.

Investment

Starting at $5K

This workshop is useful when your organization:

  • Has AI embedded in daily work but most teams use only a fraction of its capabilities
  • Wants to help teams leverage their context, intent, and expertise to achieve more with AI
  • Needs to reduce employee frustration and quiet retreat from AI tools

What participants leave with:

  • A working prompt engineering toolkit
  • At least one redesigned use case from their own work
  • A shared team vocabulary for diagnosing why prompts fail and how to fix them

Discounted pricing available as an add-on to existing strategic engagements.

Schedule a 15-Minute Introductory Call

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Not sure which engagement is right for your organization?

A 15-minute introductory call is the fastest way to find out. We'll talk about where your organization is in its AI journey and what kind of help would create the most value.

If you want a sense of your readiness before the call, the AI Readiness Audit is the right first step.

Schedule a 15-Minute Introductory Call