Automate a broken process and you scale the problem.
Book a Clarity Call →Most operations were never mapped. Teams improvise, tools get layered on top of guesswork, and leaders are asked to make AI and automation decisions without a clear picture of the underlying process. That's how mis-spend happens. That's why platforms underperform. That's why so many organizations quietly regret the investment.
MarginHaus solves the visibility problem first — establishing operational truth so every automation, AI pilot, and technology decision is grounded in reality and governed by a standardized, documented workflow.
of AI projects deliver no business value
of AI projects fully meet ROI expectations
of generative AI pilots deliver zero measurable return
of AI effort should go to people and process, not algorithms
layer AI onto existing workflows instead of redesigning them
We uncover how the work actually runs, including the workarounds no diagram shows. This is the discovery layer: the ground truth every later decision depends on.
The findings become artifacts your team owns: mapped workflows and standard operating procedures written to be run by people and, when you're ready, by agents.
A scored baseline across five areas that tells you what to automate, what to fix first, and what to leave alone, so implementation starts on solid ground.
The framework that keeps it stable: repeatable rules, clear approvals, and an audit trail that holds up under scrutiny.
We document how the work actually happens. Interviews, artifacts, the real path a request takes.
We find where it breaks, and why. Handoffs, rework loops, decisions with no owner.
We rate readiness across five areas, 1 to 5: documentation, data, stack, change readiness, AI integration.
We tell you what to fix, what to automate, and what to leave alone. In that order.
You get the maps, the playbook, and the governance rules. You own them.
"If you don't address the underlying problems, AI will just automate the mess."
Mark Hoffman · Work Innovation Lead, Asana
Most problems aren't complex. They're just unfixed.
Fundamental workflow redesign shows the highest correlation with AI's financial impact of any factor studied.
McKinsey · State of AI, 2025
We're not here to slow your AI plans down. We're here to make them work, by aligning people, process, and technology before the tools go in.
85+ years inside the systems that run spend, contracts, risk, and operations across Fortune 100, financial services, public-sector, manufacturing, and education environments. We've delivered the implementations that worked, and been in the room for the ones that stalled or blew the budget, so we know exactly where they break. You leave with a system your team owns and runs. Not a slide deck and a goodbye.
No recommendation without a modeled process behind it.
We don't resell platforms. There's no commission distorting the recommendation.
No hourly billing, no scope creep, no surprise invoice. Accountable to outcomes, not hours. You own every deliverable, yours to run without us.
A new platform is coming, and you want the process mapped and stabilized before you buy a tool to paper over a problem it can't fix.
The platform's going in and the gaps are showing. You need the workflow captured and governed in parallel, with oversight through go-live.
The tool didn't deliver. We rework the process, recapture the workflow, and give you the foundation the automation needed in the first place.
New tech or ten years old, post-implementation is where the truth surfaces: gaps, inefficiencies, sunk-cost drift. We assess what's really happening and modernize the process, tighten governance, and extend the system's life.
A 30-minute conversation. No pitch, no obligation.
Someone from MarginHaus will be in touch within one business day to set up a time.