Sam Chakraborty

Engineering Value Capture

Twenty-five years taking cost and complexity out of middle-market businesses — as the advisor, and as the executive accountable for it.

Performance improvement, M&A and operational turnarounds across industrials, financial services, life sciences, energy, retail and technology. Chief transformation officer at Berkadia, a Berkshire Hathaway and Jefferies company. Practice leadership at BDO and SSA & Company, and an advisory company of my own. More than fifty engagements.

Currently a managing director at Beckway.

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1.7x
EBITDA, from a self-funding carrier turnaround
2x
NewCo EBITDA after a competitor acquisition
25%
over first-year EBIT and cash targets, across 200+ projects
Day 1
on schedule, for an insurance carve-out

Recent focus

Described by sector only.
Hyperscaler data center developer

Serving customers who are the largest technology companies in the world.

Aeroderivative gas turbine packager

Scaling fabrication against data center power demand.

Apparel manufacturer

Digital transformation in the age of AI.

How I look at it

Most underperformance gets diagnosed as an execution problem. Often it isn't.

The first cut is whether the business model is sound and the operation can't deliver it, or the model itself is the problem. A strategy problem doesn't yield to an operating program, and an operating problem doesn't need a new strategy. Getting that backwards is how a year disappears.

When it is operational, the money sits in one of four places. Three of them are usually attacked the right way. Cost is the one that isn't, so it gets one more question before anything is costed.

Throughput

More out of the same assets and people.

20% more output from a rebuilt 50-person center

Cycle time

Work and decisions that take too long.

A budget process cut from ten months to ninety days

Revenue quality

Pricing, win rates, mix and capacity sold.

Over 10% revenue uplift on flat headcount

Cost

Built into a design, or in how the business runs.

The question below

When the money is in cost

Designed in

Design-led cost release

Trimming budgets doesn't touch this cost. The design has to change. Four places it hides:

Product or service Specification the customer doesn't pay for
Operating model Layers, spans, work done in the wrong place
Network Plants, routes and suppliers drawn for a business that has moved
Mix Lines and customers eating more capacity than margin
Run rate

Run-rate improvement

The design is sound and the execution isn't. Productivity, procurement, throughput, discipline.

Most businesses need both, and the sequence matters. Run-rate savings come fast and can fund the design work.

01
Isolate
Every piece of the gap tagged design or run
02
Release
Taken out by the route the diagnosis calls for
03
Capture
A cadence that ties it to the P&L and outlasts the engagement

Capabilities, and what they produced

Client names withheld. Detail available under NDA.

Executive and interim leadership

Chief transformation officer · enterprise operating plan · interim operations leadership · strategic project intake

20% throughput Commercial real estate · 2015–17

As chief transformation officer and a member of the management committee, reporting to the CEO, ran the internal strategy-execution team folding acquired and legacy deal-delivery functions into one digital platform. Restructured a 50-person marketing and research center; stood up the project intake function across 50+ strategic projects. Global team of 14 across the US and India.

10 months to 90 days Central banking · 2011–15

Compressed a budget process spanning twelve reserve banks, the Board of Governors and national IT. Also led the operational risk framework for mission-critical processes and the reengineering of IT asset management, as business partner to four groups.

M&A and transactions

Operational due diligence · 100-day planning · integration and synergy capture · carve-outs · integration management office · exit prep

2x NewCo EBITDA Electronics · 2010–11

A sponsor-backed components platform acquiring a larger competitor. Ran operational diligence and the 100-day plan, and consolidated operations in two states into a single Florida site.

Day 1 on schedule Insurance · 2020

Ran the integration management office for a property and casualty carrier being separated from its bank holding parent against a fixed close date: 20+ workstreams, TSA structure, Day-1 readiness.

>$10M a year Banking · 2004–06

Post-merger integration at a regional bank following its acquisition by a European parent, with cycle times cut 85–90% across the processes in scope.

Turnaround and lender advisory

Self-funding workout plans · board and credit-side engagement · interim operations leadership · recapitalization support

>1.7x EBITDA Freight & logistics · 2017–18

Engaged by the board of a trucking company owned by a private equity sponsor and a credit manager. Built a self-funding workout plan carrying ten quarters of forecasted cash flow, with a service-center network indexed on bills processed and the centers demand had left taken out. The plan ran through to a recapitalization and the company's sale to a new sponsor.

90% in 90 days Telecom · 2022–23

Took interim operations leadership at a regional provider whose install backlog was throttling revenue. Rebuilt the install workflow and added cybersecurity controls.

Cost optimization

Design-led cost release · SG&A reduction · consolidation · shared services · supply chain and network

>$20M SG&A Retail · 2019–20 · plan

A hardware co-op becoming a sponsor-owned omni-channel distributor and retailer, still carrying the cost base of the business it used to be. Delivered the SG&A reduction plan across corporate functions.

Network cost out E-commerce retail · 2011

Supply chain work behind a growth-equity capital injection into an internet and TV retailer expanding across Eastern Europe. Moved the network onto a scalable, transaction-based model and took cost out of it.

Operational excellence and capability build

Lean and Six Sigma deployment · design for Six Sigma · program governance · belt training and mentoring · throughput and capacity

25% over target Fire & security · 2003–04

Post-crisis turnaround at a global industrial conglomerate. Governed more than 200 Lean and Six Sigma projects across four continents, beating first-year EBIT and cash targets by a quarter, and ran the design-for-Six-Sigma champion program behind it.

$8.79M in year one Life sciences · 2007–09

Took over a stalled improvement program across ten preclinical sites as interim head, against a $15–20M line of sight.

$2B division Education publishing · 2006–08

Stood up business process management at a $2B education division: project selection and governance across three waves, a dozen process leads and black belts recruited and trained, and status carried to the CEO council.

30+ bases Defense · 2017–18

Built an operational excellence curriculum and coached officer-led improvement projects across more than thirty US Air Force and joint bases under the Army 2020 program, under contract to a prime contractor.

Transformation, PMO and applied AI

Transformation office · technology PMO · process ownership and governance · AI where it moves the P&L

32.7x fees Midstream energy · 2023–24

Began with the president of a water recycling division and returned 32.7 times fees, which led to work with the CEO and board: cost optimization, finance transformation, data integration, and AI to route water profitably through a network of disposal wells.

160 centers Education · 2009–11

Redesigned the operating model across 160 decentralized test-prep centers using value stream mapping, then stood up the transformation team and the belt training behind it.

Figures are as recorded at the close of each engagement. Where a result was a plan rather than a realized number, it says so. Returns expressed as a multiple of fees are labelled that way.

Career

Now Beckway Managing director — value creation, operational and digital transformation, PMO, carve-outs and integrations
2023–25 Socorro Partners Managing director — helped build out the consulting practice at a growing Miami advisory firm
2019–23 BDO USA Managing director — performance improvement and operational turnaround service leader; US food and beverage industry leader
2017–19 Banyan International Group My own advisory company. Clients included Loughlin Management Partners, leading private equity value creation and transaction advisory engagements, and a contract supporting 30+ US Air Force and joint bases under the Army 2020 program
2015–17 Berkadia Chief transformation officer and member of the management committee at the Berkshire Hathaway and Jefferies commercial real estate company
2011–15 Federal Reserve Bank of New York Business partner, business process excellence — corporate, legal, risk and communications
2003–11 SSA & Company Senior director, life sciences, private equity, finance and media; earlier deployment manager and engagement manager at the first Six Sigma consulting firm
1999–2003 Maytag Corporation Staff design engineer, LeanSigma program — closed a reverse-logistics profit leak exceeding $68M and built the company's first combined Lean and Six Sigma curriculum. Certified Six Sigma black belt and Kaizen leader; ASQ state chair

Education

BTech, Indian Institute of Technology Madras — 1997

MS, University of Missouri — 2001, top of class

Program on Negotiation and Leadership, Harvard Law School — 2013

Before all of it

I started as a shipyard engineer, building naval vessels where a design mistake shows up in steel. A few years later I was taking cost out of a washing machine pump. The two decades since have been the same exercise at the scale of whole companies.

Work on six continents. English, Bengali and Hindi; working Russian. Princeton, New Jersey.

Download a one-page bio (PDF) →

Writing

If 2028 is your exit year, 2026 is your deadline to build the proof September 2026 The EBITDA that set your price is not the EBITDA that pays your earnout September 2026 Judgement Is Not Downloadable August 2026

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