Radical Operational Transformation.Predictable Outcomes.

ForPrivate Equity&Owner-Led CompaniesDetermined to Win the AI Era.

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Years

Driving Growth

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Transformations

WaymoHeartflowiHeartMediaIntercomNevadosStanford UniversityVolkswagenWaymoHeartflowiHeartMediaIntercomNevadosStanford UniversityVolkswagen

The AI Era Is Dividing the Market

The Winners

With SIROC

We restructure your strategy, operational workflows, and team culture around AI so it compounds value.

  • •AI Strategy Aligned
  • •AI Embeded in Workflows
  • •Autonomous Teams
  • •Compounding Advantage
  • •Market Leadership
The Pretenders

Shallow AI Layer

Buying software licenses and handing out AI tools without fixing your operations.

  • •Fragmented Tool Fatigue
  • •Surface-Level Productivity
  • •Stagnant Operating Margins
  • •Hidden Technical Debt
  • •Plateaued Growth Curve
The Losers

No AI

Ignoring the shift entirely and continuing to run a traditional, human-heavy operational model.

  • •Manual Process Reliance
  • •Severe Margin Compression
  • •Talent & Client Drain
  • •Rising Cost Basis
  • •Severe Valuation Penalty

Layering AI on top of broken processes
isn't transformation.

It's just an expensive distraction.

SIROC in a Nutshell

What We Are

Highly Experienced Operators + Senior Execution Team

Who We Work With

Private Equity & Owner-Led Mid-Market Companies

What We Deliver

Operational Leverage Through AI, Workflows & Execution

SIROC is not a traditional consultancy, an outsourcing shop, or a strategy-slide factory.

We are a senior operator-led execution team, working hands-on alongside your team.

We don’t advise from the sidelines.
We get our hands dirty.

We strip away operational inefficiencies, modernize technology and organizations, and re-engineer workflows to protect and grow enterprise value. The future belongs to leaner, faster, AI-driven organizations.

We don't hand over a deck and walk away. We build, code, structure, and execute alongisde your team.

The SIROC Track Record

0+
Years Together

A single, cohesive strike team.

0+
Transformations

In operationally complex environments.

We Always Deliver

Radical. But predictable.

Our Origins

Deep AI Roots

Long before today's AI boom

While the market is flooded with self-proclaimed AI experts, the SIROC team brings nearly two decades of experience building intelligent systems.

Our AI expertise traces back to a 2007–2008 research project at Stanford's AI & Robotics Lab, contributing to early autonomous systems that eventually evolved into Google's Waymo.

The Real Problems We Solve

Most companies have an execution problem, not a technology problem.

They are wasting capital on fragmented software, losing margin to manual workflows, and tolerating low-accountability cultures that paralyze growth.

AI without operational change is just expensive theater. Winning the AI era requires fundamentally different organizations and operating systems.

We step into the situations others avoid

to answer the hard questions

Is AI an existential threat to your current business model over the next 2 to 5 years, or is it your greatest leverage opportunity?

Why is the market hyping 10x AI productivity while your internal teams are delivering at the exact same speed as before?

Why do you have more dashboards, tooling, and meetings, but less actual operational clarity?

How do you restructure your team and operating system to achieve 3x the throughput?

"The SIROC team combines the mindset of experienced operators with the execution capability of a world-class product and engineering organization. That combination is rare to find."

Peter Blumenwitz

Peter Blumenwitz

Partner, Floris Capital

What We Deliver

We move fast without creating chaos. We execute predictable change without destabilizing your business.

We enter fragmented environments and leave them permanently optimized. We move fast, but we move with precision. We modernize your platforms, workflows, and core AI systems without creating operational chaos or disrupting your ongoing revenue engines.

Messy organizations are our natural habitat. Operational complexity and pressure are where we perform best.

Depending on the mandate, our hands-on execution drives:

Operational Leverage

3x productivity is possible with the right systems and team structure.

We integrate deep AI automation and modern engineering to replace brittle, manual processes and unlock massive operational leverage.

EBITDA & Enterprise Value Maximization

We cut technological waste and operational overhead to prime companies for high-value exits.

Cultural Re-Engineering & Accountability

High-performance teams do not happen by accident.

The wrong people slow down entire organizations.

We restructure teams and build high-performing organizations.

Zero Dependency

We leave organizations stronger than we found them.

Our ultimate goal is a clean exit that leaves zero dependency behind.

We upskill your internal team and leave your company faster, leaner, and entirely self-sufficient.

With SIROC, enterprise value is built operationally.

"SIROC entered a challenging situation that required difficult decisions and operational discipline. They delivered results significantly faster than we expected."

Pascal Schuster

Pascal Schuster

Interim CEO, Not On The High Street

Who We Work With
(And Who We Turn Away)

We are built for leadership teams who recognize that meaningful operational modernization is the only way to unlock the next stage of business growth.

Our Ideal Partners

Private Equity Firms

Looking to aggressively optimize portfolio companies, accelerate AI adoption, maximize EBITDA, and de-risk technology infrastructure before exit.

Owner-Led Mid-Market Companies

Transitioning from people-dependent operations to highly scalable, AI-enabled systems.

We Are the Wrong Fit For

Bureaucratic, slow-moving enterprises where approving a simple pilot takes six months and twelve stakeholder meetings.

Politically fragile cultures optimizing for internal empire-building or actively protecting underperforming, legacy teams.

Leadership looking for "AI alignment workshops" or expensive, feel-good strategy decks that gather dust.

If you are protecting the status quo, we are the wrong team.
We move fast, make difficult decisions, and expect leadership to act decisively.

Fast execution. High standards. Zero compromise.

For visionary leaders
in complex industries.

We cut through the noise, find the real problem, and ship products that move your business forward.

Transforming Product Delivery from Stalled to 3x Faster with a Lean AI Driven Squad

$1.2M

Saved In 3 Months

Integrating AI Workflows to Turn a Broken Application into a Rapid Feature Engine

Raffael Schulz

Co-Founder

Raffael Schulz

60%

3 Months ROI Increase with 20x Production Speed

Ultimate Beauty

Supercharging Sales Pipelines and Doubling Team Output via AI-Driven Mobile Development

Mikel Jollet

Founder

Mikel Jollet

$20k

MRR in 4 Months with a Team of 2

"What stood out was their ownership mentality. They approached the business as if it were their own, challenged assumptions, and focused relentlessly on outcomes."

Benedikt Ess

Benedikt Ess

Partner, Blackster Capital

Skin in the Game

We don't hide behind billable hours or lengthy scope-of-work disclaimers.

We put skin in the game. Shared risk. Shared upside.

Because we are entirely confident in our capabilities, we share risk because we trust our ability to execute.

SIROC actively seeks non-traditional engagement models. When alignment is right, we welcome performance-based compensation, equity participation, and shared-risk models.

If you are ready to execute with zero compromise, let's talk.

We always deliver.

Give Us the Mess. We'll Sort It Out.

Stop trying to fix structural bottlenecks with more meetings. Hand over the operational chaos. We'll return a lean, high-throughput, AI-native organization.

A brutally honest look. Zero slides.

Joan Martin

Joan Martin

Head of Operations at SIROC

The Private Equity AI-Era Newsletter

Direct execution insights for PE partners and mid-market owners navigating the AI transition. No fluff.

Frameworks to cut operational waste and drive immediate EBITDA.

Why 90% of mid-market AI implementations fail (and how to win).

Real turnarounds: How we re-engineered workflows to achieve 3x throughput.

Honest takes on tech stack bloatedness and engineering ROI.

Trusted by PE partners and mid-market executives building the next generation of AI-native organizations.