Services

AI and Profitability Transformation Services

Five engagements connecting AI, process engineering, and P&L improvement — every service anchored to measurable business outcomes, not technology deliverables.

SVC_01 — 2 Weeks — Diagnostic

AI Profitability Assessment

A focused diagnostic identifying where AI, automation, and operating model redesign can improve EBITDA — before you invest in any implementation.

Most companies jump to AI tools without understanding where value is leaking from the business. This assessment maps the full profit picture first, then identifies the highest-impact AI opportunities with a clear financial rationale for each.

Best for

Companies wanting clarity before committing to AI investment. PE-backed operators needing to justify AI spend to a board. Founders unsure where to start.

EBITDA opportunity sizingAI use case prioritizationP&L clarity90-day action plan
// Deliverables
  • Profit leakage map
    Where the business is losing margin and why
  • AI opportunity map
    Use cases ranked by financial return and feasibility
  • EBITDA improvement roadmap
    Prioritized levers with financial estimates
  • Quick-win automation opportunities
    What can move in 30 days
  • 30/60/90-day action plan
    Sequenced, executable, board-ready
SVC_02 — 6 Weeks — Improvement

EBITDA Improvement Sprint

A focused engagement to improve profitability through cost reduction, productivity improvement, pricing logic, process redesign, and AI-enabled operating leverage.

This is not a strategy document. It is a structured, time-boxed sprint that produces an implemented improvement plan with financial estimates, workflow changes, and a KPI framework your leadership team can manage going forward.

Best for

Companies under margin pressure. PE portfolio companies with EBITDA targets to hit. Operators who need a structured path to profitability improvement within a defined timeline.

Margin improvement roadmapCost-to-serve reductionWorkflow redesignKPI dashboard
// Deliverables
  • P&L driver analysis
    Root cause of margin weakness by segment
  • Margin improvement roadmap
    Prioritized levers with financial modeling
  • Cost-to-serve analysis
    By customer segment, product, or workflow
  • Workflow redesign plan
    Highest-cost processes redesigned for efficiency
  • Executive KPI dashboard
    The metrics your leadership team tracks weekly
SVC_03 — Ongoing — Automation

AI Workflow Automation

Redesign and automate repetitive, high-cost workflows using practical AI and automation tools — connected directly to measurable cost and productivity improvement.

AI workflow automation is not about deploying chatbots. It's about identifying where manual work is most expensive, most error-prone, or most time-consuming — and redesigning those workflows with AI at the core.

Common workflow targets

Customer support, sales follow-up, proposal generation, reporting, back-office finance, lead qualification, document processing, knowledge management, onboarding automation.

Cost-per-transaction reductionHeadcount leverageError rate reductionCycle time improvement
// Deliverables
  • Workflow audit
    Current-state mapping with cost and time analysis
  • Automation ROI model
    Financial case for each workflow candidate
  • Redesigned workflow specs
    Future-state with AI integrated
  • Implementation roadmap
    Sequenced pilots with clear success criteria
  • Adoption & governance plan
    How teams will use, manage, and improve the system
SVC_04 — 6–8 Weeks — Growth

Growth System Engineering

Turn sales, marketing, and customer success into measurable systems with funnel math, AI-assisted GTM workflows, CRM discipline, and conversion improvement.

Most companies treat growth as a collection of activities. We engineer it as a system — with defined inputs, conversion rates, feedback loops, and financial targets at every stage of the funnel.

Best for

Companies with inconsistent or unpredictable revenue. Startups moving from founder-led sales. Scaleups where CAC is rising faster than LTV. PE-backed companies needing a repeatable GTM engine.

Revenue predictabilityCAC reductionFunnel conversion improvementSales velocity
// Deliverables
  • ICP definition
    Who you serve, why they buy, and what drives conversion
  • Funnel conversion model
    Stage-by-stage math from lead to close
  • Sales process redesign
    Structured, repeatable, measurable sales motion
  • AI-assisted outbound workflow
    Personalized, scalable, and CRM-integrated
  • Revenue dashboard
    The metrics leadership tracks weekly to manage growth
SVC_05 — Ongoing — Executive

Executive Advisory

Ongoing advisory for CEOs, founders, and executive teams executing AI-enabled profitability transformation. Monthly sessions, KPI reviews, AI roadmap guidance, and board-ready narrative support.

This is not a monthly check-in call. It is structured advisory with accountability — a committed operating partner who holds the transformation arc together across quarters.

Best for

CEOs and founders running a transformation with a small team. PE-backed executives managing multiple improvement workstreams. Leaders who need an experienced operator as a thinking partner.

// What's Included
  • Monthly executive sessions
    90-minute structured reviews with agenda, decisions, and action items
  • KPI reviews & course correction
    Real-time assessment against the financial improvement plan
  • AI roadmap guidance
    Prioritization, vendor selection, and implementation oversight
  • Board & investor narrative support
    Frame AI and transformation progress in financial terms
  • Async access between sessions
    For time-sensitive decisions and emerging issues
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Not Sure Which Service Fits?

Most engagements begin with a Profitability Assessment. It gives you a clear picture of where the opportunity is — and the most logical next step becomes obvious from there.

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