Advisory. Analytics. Intelligence. Research. Four integrated disciplines built for operators who answer to capital — and a partner who assumes accountability across all of them.
PE-backed operators and growth-stage owners don’t need more consultants. They need fiduciary financial leadership — embedded inside the business, accountable for outcomes, moving at the speed the capital structure demands. That’s what we do.
Financial Command. Embedded inside the operation.
We assume the CFO function as a fiduciary obligation — owning cash discipline, board-ready reporting, budgeting, forecasting, and investor and lender relations. For PE-backed platforms and growth-stage operators who need senior financial command without the full-time overhead.
Capital structure strategy aligned with the operator’s actual risk profile.
We advise on debt and equity structure, lender and investor positioning, covenant negotiation, and capital raises — translating operational performance into the financial narrative capital partners require. For operators preparing to raise, refinance, or restructure.
Risk-surfacing financial analysis before capital commits.
We stress-test acquisition targets through quality of earnings analysis, operational due diligence, covenant exposure, and integration risk assessment. Decisions made with clarity, not optimism.
Financial command over capital projects from feasibility through opening.
We own the pro forma architecture, lease economics, capital stack structuring, and pre-opening budget management. Built to hold up under lender, investor, and board scrutiny.
The financial and operational roadmap from acquisition through the hold period.
For PE-backed platforms, we build and execute the value creation plan — EBITDA improvement, add-on acquisition strategy, reporting infrastructure, and margin discipline. Aligned with sponsor timelines and board expectations from day one.
Preparing the business to be sold on the terms ownership expects.
We build the financial narrative, normalize EBITDA, pressure-test the story against buyer diligence, and ensure reporting infrastructure holds up under scrutiny. For platforms where the exit window is real and the gap between current state and deal-ready is not.
Bad data doesn’t announce itself. It shows up as a variance that can’t be explained, a board presentation that falls apart under questions, or a deal that reprices at close. The Analytics practice exists to eliminate that exposure — building the data infrastructure, reporting architecture, and analytical capability that makes performance legible at every level of the organization.
One source of truth across every system the business runs on.
LAB Convergence™ is AnalysisLAB’s proprietary unified data infrastructure — integrating POS, time and attendance, reservations, review platforms, and prime cost into a single structured intelligence environment. The platform layer all Analytics services run on. Eliminates fragmented data as a performance liability.
Location-level financial clarity across the entire portfolio.
We model and track the metrics that determine whether a concept is performing, scaling, or deteriorating — RevPASH, four-wall profitability, contribution margin, payback period, and same-store performance decomposition. The analytical foundation operators and capital partners rely on to make decisions with confidence.
The reporting architecture ownership and capital partners actually use.
We design the KPI frameworks, operational dashboards, and board-ready reporting packages that make performance visible, accountable, and actionable — for operators, sponsors, and lenders simultaneously.
Clean, validated, reconciled data — the foundation everything else depends on.
We own the integration, validation, and reconciliation work that makes operational data trustworthy. POS mapping, labor data cleansing, source-of-truth alignment across systems. For PE sponsors who have seen bad data sink a deal and operators whose numbers don’t agree with each other, this is where reliable analytics begins.
An ongoing analytics function, not a one-time engagement.
We retain, maintain, and advance the analytical infrastructure over time — updating models, interpreting trends, and delivering structured insight on a continuous basis. The difference between a project that ages and a capability that compounds.
Most hospitality businesses are sitting on years of structured operational data — and none of it talks to itself. POS, scheduling, reservations, recipes, SOPs, financials: isolated systems producing isolated numbers. LAB Intelligence™ connects them into a single enterprise AI layer the organization can actually use.
Your organization’s institutional knowledge — unified, accessible, and working for the business.
LAB Intelligence™ is AnalysisLAB’s proprietary enterprise AI system — a company-specific large language model trained on your operational data, financial history, menus, recipes, SOPs, and institutional knowledge. It doesn’t replace your systems. It sits above them, learns from them, and makes the intelligence they contain available across the organization in real time. Requires LAB Convergence™ as its data foundation.
We assess the stack, identify the gaps, and design the AI layer.
Every engagement begins with understanding what data the business produces, how it’s structured, and where the intelligence gaps are. We design the AI architecture around what already exists — not what should exist in an ideal world.
A model trained on your IP, deployed inside your organization.
We build and deploy the organization’s proprietary large language model — trained on your specific data, calibrated to your operating context, and structured so the outputs are decision-grade. Not a generic AI tool. A business asset.
Embedded into how the business actually runs — not handed off.
The system only creates value if the organization uses it. We don’t deliver and depart. We integrate LAB Intelligence™ into operational workflows, financial reporting, and decision-making cadences — and we remain embedded as it evolves.
The reason AnalysisLAB can build this effectively is that we’re already inside the data. Advisory and Analytics engagements produce clean, structured, contextually understood operational data — the foundation a proprietary AI system actually requires. We’re not building on a raw export. We’re building on what we helped create.
Knowing your own numbers isn’t enough. The operators who win know exactly where they stand in the market. Our research function produces the benchmarking and competitive intelligence that gives ownership and investors a true read on performance — relative to the market, not just the prior year.
Formal market and competitive research structured for ownership and capital.
We produce benchmarking studies, market analyses, and competitive intelligence structured to the standard institutional capital expects — not the format operators typically produce internally.
A precise read on where the operator stands in the market.
Comp-set performance, market penetration, pricing position, and competitive dynamics across restaurants, nightlife, and hotel F&B — giving ownership the external context internal reporting alone cannot provide.
The performance standard for restaurants, nightlife, and hotel F&B.
Anonymous comp-set benchmarking across RevPASH, Average Check, Prime Cost %, and Market Share Penetration. Operators contribute data to a shared intelligence pool and receive a true market position in return — not an estimate, not a proxy.
The only benchmark built specifically for restaurants, nightlife, and hotel F&B — from an embedded operator intelligence network.
Request Access →Every location. Ranked. Benchmarked. Every month.
LAB Portfolio™ delivers the full LAB Report™ benchmarking suite — RevPASH, Average Check, Prime Cost %, and Market Share Penetration — applied across every location in the portfolio and compiled into a single ranked presentation. Each unit is measured against its peers within ownership and simultaneously benchmarked against national, regional, metro, and comp-set standards.
The Performance Quadrant diagnoses each location by revenue productivity and labor efficiency. The Location Economics Curve maps RevPASH against real estate utilization — the complete picture, in one report.
Start a Conversation →*Comp-set is activated when 4 or more locations in the competitive set are identified and available.
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We take a limited number of mandates each year. If you’re a PE-backed platform in value creation mode or a growth-stage operator preparing for institutional scale, we’d like to understand your situation.
Start a ConversationWe take a limited number of mandates each year. If you’re a PE-backed platform in value creation mode or a growth-stage operator preparing for institutional scale, we’d like to understand your situation.
