Dataflow Management LLC · Since 1998

We work where buildings meet networks.

That line is where the work lives. Class A offices and net zero buildings, classrooms and dorm rooms, dining halls and data halls, research laboratories and production floors, and every system underneath them that is not allowed to fail. Clients don't bring us in to write reports. They bring us in to take the seat, set the plan, and answer for it.

The firm

Most advisors stop at the wall, or stop at the rack. The hardest decisions sit across that line.

Dataflow Management is an operating practice, founded in 1998 and run by its principal, Tom Marsh, as his full-time work since 2002. Clients embed him inside their organizations, usually for years at a time, to plan and then run the physical and technical footprint: the real estate and facilities, the multi-year capital program, the data centers and critical power, and the networks that tie them together. It covers two disciplines that most firms keep apart, the technology that runs an organization and the real estate and facilities that carry it, because in a critical environment they hold or fall together.

That is a different arrangement than advice. The longest engagement ran twenty-two and a half years at one institution, renewed annually, reporting first to the CEO and then to the CIO. Spend moves on his authority. He writes the service levels, including chronic-failure termination rights, and he enforces them. He has built and led mixed teams of up to 350 people, union and non-union, internal and contracted, across four regions.

The judgment comes from operating. We hold no vendor relationships, take no commissions, and resell nothing, so the only interest in the room is the client's.

Our clients include firms in technology, life sciences, higher education and research, manufacturing, insurance, law, construction, and private equity. The people who bring us in are usually CFOs, CIOs, COOs, and the heads of real estate, workplace, or operations who answer for the result. We do not name them, because confidentiality is part of what they are buying.

Dataflow is an SBA-certified Service-Disabled Veteran-Owned Small Business, actively registered in the System for Award Management (UEI TDKSNEZJFSQ1, CAGE 9LYE2). The Commonwealth of Massachusetts recognizes the SBA certification through its Supplier Diversity Office and separately certifies the firm as a small business under its Small Business Purchasing Program. Public-sector buyers and supplier diversity programs can engage the firm at the federal or state level.

The firm is based in Andover, Massachusetts, and has worked across the Americas, EMEA, and APAC. It ran a dedicated APAC base in Hong Kong from 2007 to 2026, and APAC engagements now run from Andover like the rest of the practice.

Global

Engagements delivered across the Americas, EMEA, and APAC.

350

The largest mixed team led at one time: internal staff and contractors, union and non-union, across four regions.

98%

Cost per gigabit removed in a nationwide enterprise migration from MPLS to disaggregated Ethernet.

Two practices

Two practices, one discipline.

IT and facilities do not measure the same things. IT specifies in workloads and service levels. Facilities specifies in tons of cooling and breaker amps. Neither one can check the other's math, so the requirement gets written twice and the failures land in the gap between them. Nobody owns that gap, because it does not sit in either budget. Here it gets written once, by the person who holds both sides and answers for what it costs and whether it runs.

Practice one

Dataflow Technology

Multivendor network and voice converged on IP, a passive optical LAN where it fits, the IT side of the data center, cloud and hybrid, and the vendor governance that keeps it all honest. We assess infrastructure from the physical plant up through systems, applications, and policy, then design and oversee what has to change.

  • Network and voice, converged on IP
  • Passive optical LAN (GPON)
  • Data center IT, cloud, and hybrid
  • Managed services and vendor governance
  • IT and OT convergence, and security
Explore Dataflow Technology
Practice two

Dataflow Real Estate & Facilities

Corporate real estate and portfolio, building operations, capital projects, the facilities side of the data center, and the smart-building systems on top of them. We bring an engineer's eye to the lease, the base building, and the systems that have to run inside it for the next ten years.

  • Corporate real estate and portfolio
  • Facilities and building operations
  • Data center build, the facilities side
  • Capital projects and smart building
  • Energy, workplace, and budgets
Explore Dataflow Real Estate & Facilities
How we work

We take the seat.

Every engagement is led by the principal. When scope or schedule calls for more hands, we add specialists from a vetted network who work under our direction and to our standard.

01 The plan

We carry it.

We set the multi-year capital plan and the operating budget, and then we are the ones who have to defend them at the next board meeting.

02 The plant

We run the environment.

The buildings, the critical power, the mechanical plant, the data centers, and the networks that tie them together. On the floor, not from a deck.

03 The vendor base

We govern it and we enforce it.

We write the service levels, govern the suppliers, and enforce the contracts, including the chronic-failure termination rights, which we have used.

You get one accountable party who stays. Most engagements run for years and several have run for decades, which is the only real test of whether the operating model we built actually holds.
The principal
Tom Marsh

Tom Marsh

Tom Marsh ran global enterprise engineering at Macromedia through its fastest growth, and before that the field-office infrastructure of the Hitachi companies across North America. He founded Dataflow in 1998, held it as a forward option through those operating years, and has run it as his full-time practice since 2002. For more than two decades since, he has held the same operating seats inside client organizations, with the budget and the authority that go with them.

Read the full bio

Contact

One firm. Global reach.

For new engagements, references, or a confidential conversation about a problem you are working on, get in touch.

The firm

T +1 888.391.6612

F +1 888.391.6613

E Info@DataflowMgmt.com

Tom Marsh, principal

T +1 617 335 3160

E Tom.Marsh@DataflowMgmt.com

IM WhatsApp · Signal

In LinkedIn

Location

Andover, Massachusetts

Boston · Global

DataflowMgmt.com