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Real estate finance. Reconciled. Decision ready.

We work exclusively with real estate owner operators. We help CFOs and owners move from scattered systems and late reports to one source of truth for NOI, occupancy, and cash.

Nicolas Vinot spent 12 years at General Motors building forecasting engines, dashboards, and automation used across North America. In parallel, he built and now operates a 180-unit real estate portfolio in the U.S. and in France, including involvement in redevelopment near the historic Michigan Central Station in Detroit.

The same discipline now powers misterdata for real estate:
• Structured data models
• Explainable dashboards
• Repeatable finance processes
• Relentless focus on financial outcomes, not technology

Our vision is simple.

One connected finance view for every property and entity

Numbers that match the GL but are faster to access and easier to explain
A finance team that spends time on decisions, not chasing extracts and fixing formulas.

Why real estate finance leaders choose misterdata

We speak your systems

We work directly with Yardi, AppFolio, Buildertrend, CoConstruct, QuickBooks, Procore, Xero, and similar platforms.

We focus on NOI, occupancy, and cash

We focus on NOI, occupancy, and cash, not abstract AI experiments.

We bring Fortune 20 forecasting experience

We bring Fortune 20 forecasting experience and active ownership.

We build explainable dashboards and models your team can own

We build explainable models your team can understand and own

We move fast and stay lean

We deliver visible value inside the first 30 to 60 days.

Clarity Guarantee

Our fees are tied to clarity.

If we do not deliver an explainable, decision-grade view of your NOI, occupancy, and cash that reconciles to your GL and supports the agreed use cases, you do not pay the full fee.

This removes time-and-materials ambiguity and forces every engagement to be outcome-driven from day one.

Handshake encircled by interlocking gears, flanked by rising charts, with labels: Outcome Alignment, Transparent Metrics, Risk Sharing, and True Partnership

Proof

We currently support a New England-based owner operator managing more than 500 residential units, over 4.5 million square feet, and more than 1 billion in total equity deployed.

They chose misterdata to replace fragmented property, construction, and accounting reporting with a single finance command center used by leadership to monitor NOI, cash, and execution risk.

Our Team

Why misterdata?

Patrick Patin of GLPW trusts misterdata. After working with Nicolas Vinot’s team, he saw clear, actionable insights and real business impact.

misterdata turns AI into results, not hype. Founder and CEO Nicolas Vinot proved it at General Motors, delivering 23M dollars in annual savings through improved forecasting and operations.

The team partners with companies from SMBs to global enterprises, reducing complexity and accelerating decisions. Start a FREE 30 day sprint on your data with no commitment.

🎥Watch proof fast with a free 30 day sprint

12 CFOs. 60 Days.

The Pattern You Didn’t Expect.

In the past two months, I spoke with CFOs from $10M to $30B organizations about AI.

Three mindsets kept surfacing:

 Stuck Believers – buried in complexity
Readiness Purists – waiting for perfection
P&L Skeptics – hear the hype, demand the ROI

AI is moving fast. The real challenge isn’t readiness — it’s momentum.
You don’t need perfect data to start. You need one 30-day test that proves value.

🎥Watch to see the pattern beneath the noise.

Transform Financial Chaos into Clarity in Just 30 Days

Tired of scattered spreadsheets and late-night guesswork? misterdata builds your custom KPI dashboard tailored to your business, completely free in just 30 days.
No software. No added overhead. Just clear, automated AI insights showing what’s really happening in your business.
Trusted by finance leaders like Patrick Patin CFA and Vishal Sunkarapalli who made the leap from chaos to clarity in under a month.

🎥Watch How It Works

Eliminate Cash Blind Spots with

AI-Powered Insights

Not sure where your cash is leaking? Our 30-Day Sprint finds hidden traps without new tools.
AI-driven diagnostics reveal what’s really driving your cash flow and margin shifts.
Led by ex-GM finance leader Nicolas Vinot and trusted by CFOs for fast answers and insights they can act on.

Start your journey toward intelligent finance with results in just 30 days.

🎥Watch the Launch Replay

Ready to unlock clarity and control?

Start with the Free 30-Day Sprint — no pitch, no fluff, just results.