About

A boutique advisory firm built on transaction judgment, operating discipline, and AI-enabled execution.

Glacier Lake Partners serves founder-owned and middle market companies across M&A advisory, execution improvement, and AI-enabled workflow design. The firm is grounded in investment banking and private equity experience, with AI applied as a practical operating capability.

Transaction judgmentPE-style operating disciplineAI-enabled execution

Three lanes

M&A, operations, AI

Advisory-first

Execution-focused

Middle market

Primary focus

Platform

An advisory platform built around three connected capabilities.

M&A advisory, operational improvement, and AI-enabled execution are distinct capabilities that work better in combination. Transaction outcomes improve when reporting and operating discipline are already tight. AI delivers more value when embedded in real management workflows.

Advisory foundation

Experience across investment banking, private equity, and hands-on operational value creation. The firm applies that foundation to advisory work spanning M&A, execution improvement, and workflow design. Engagements are built around specific transaction and operating challenges, not broad practice areas.

AI execution capability

AI is integrated selectively into core business processes to improve execution quality, decision-making, and transaction outcomes. This includes collaboration with leading AI frontier labs to develop agentic workflow solutions. AI enhances how advisory work is delivered, not as a standalone product or consulting practice.

M&A

Transaction Advisory

  • Transaction readiness
  • Buyer narrative
  • Diligence preparation
  • Process discipline
  • Outcome quality

Operations

Execution Improvement

  • KPI architecture
  • Review cadence
  • Margin discipline
  • Accountability
  • Workflow clarity

AI-Enabled

Workflow Execution

  • Finance workflow AI
  • Operating review AI
  • Knowledge access
  • Decision support
  • Measurable outcomes

Advisory-first. Execution-grounded. AI-enabled where it matters.

What clients should expect

Glacier Lake operates as an advisory partner, not a principal investor. Senior-led advisory with focused scopes and measurable results, delivered within existing management workflows.

Capabilities

Three advisory lanes, each credible independently and stronger in combination.

M&A advisory, operational improvement, and AI-enabled execution connect transaction quality, operating reality, and implementation. Each lane stands on its own and reinforces the others.

M&A

Process support with an operator-investor lens

  • Positioning and buyer narrative
  • Diligence readiness and management prep
  • Process discipline through key decision points

Operations

Execution improvement where value is won or lost

  • KPI architecture and review cadence
  • Margin visibility and accountability
  • Workflow redesign around real bottlenecks

AI

Applied AI tied to reporting, diligence, and value creation

  • Basic reporting, diligence, and admin automation
  • Internal knowledge access and workflow visibility
  • Advanced operating workflow implementation

Credibility

The experience behind the advisory perspective.

Grounded in investment banking and private equity experience, with a focus on the middle market where operating judgment and transaction credibility matter equally.

Transaction-grounded judgment

Advisory perspective shaped by investment banking and private equity experience, applied to real transaction and operating situations in the middle market.

Operator-investor lens

M&A and operational advisory delivered together, because the best transaction outcomes are built on operating discipline, not just process management.

AI as an operating capability

AI-enabled execution positioned as a practical operating tool, embedded in recurring workflows rather than run as a detached innovation project.

Confidential by design

Advisory work in the middle market is private. Selected-work examples describe real situations and outcomes without client names or identifying details.

Founder Background

Built from transaction judgment, operating discipline, and workflow design.

Kolton Shreve, Founder of Glacier Lake Partners

Kolton Shreve

Founder, Glacier Lake Partners

I built Glacier Lake Partners from a background in investment banking, private equity, and hands-on operational value creation. The firm focuses on M&A, execution improvement, and workflow design, with AI embedded directly into how work gets done, not treated as a separate layer.

I've worked with leading AI frontier labs to develop and deploy agentic workflows inside real business processes, improving execution quality, decision-making, and transaction outcomes.

Credentials & Background

Transaction experience, operating discipline, and applied AI.

Kolton Shreve built Glacier Lake Partners from a career spanning investment banking, private equity portfolio operations, and hands-on AI workflow design. That background informs every engagement — from transaction readiness and quality-of-earnings preparation to KPI infrastructure, management reporting, and agentic workflow deployment.

The firm publishes practical perspectives on M&A, operating discipline, and AI execution across the middle market. Those articles reflect the same judgment brought to active engagements — not generic commentary. Browse the full library at Insights.

If you have a specific transaction, operating, or AI challenge, the fastest path forward is a direct conversation. Reach out here.

Next Step

The fastest way to understand fit is a direct conversation.

Glacier Lake works best with management teams and owners where there is a specific transaction, operating, or AI execution challenge. A short first conversation usually clarifies whether the fit is right.

Confidential inquiriesReviewed personally1 business day response target