AI-assisted management reporting for service businesses

See the business behind the numbers.

Two Trees turns the data you already have into a polished monthly management report — financial performance, labor, job economics, cash position, and practical AI-assisted insights in one clear view.

$149/month · Built for small service businesses · Human-reviewed before delivery
TWO TREES · AUG 2026
Monthly Business Report
Executive overview · financials · operations · cash · AI management analysis
Revenue$118.7K
Gross Margin41.2%
Net Profit$17.9K
Jobs42
Labor %35.9%
Ending Cash$233.9K
DETERMINISTIC KPI CALCULATIONAI-ASSISTED INTERPRETATIONHUMAN REVIEWSECURE CLIENT WORKFLOW
The problem

Your business has data. What it often lacks is clarity.

Accounting systems, spreadsheets, payroll exports, and job files can tell you what happened. Two Trees is designed to help you understand what matters, what changed, and what deserves attention next.

01

Numbers everywhere

Revenue in one place, labor in another, job performance somewhere else. Management spends time assembling instead of deciding.

02

Reports without interpretation

A report can be technically correct and still leave the owner asking: “So what?” Two Trees closes that gap.

03

Too expensive to hire around it

Small businesses deserve management visibility without the cost of building an internal analytics team.

Your business, explained in four pages

Each page answers a different management question.

The value is not simply that the report looks polished. The structure is intentional: it moves from the big picture to the underlying drivers, then to job-level action, and finally to an integrated management interpretation. The owner does not need to assemble spreadsheets or hunt through multiple reports to understand the month.

Want to experience it like a client?Open the full sample report →
Page 01 · What happened?

Executive Overview

Start with the business at a glance. The first page combines the executive summary, six headline KPIs, revenue trend, service mix, month-over-month and year-over-year comparisons, and the Top 5 Insights.

1
Immediate orientationSee revenue, gross profit, gross margin, net profit, jobs completed, and average job value without opening multiple systems.
2
Context, not isolated numbersMoM and YoY comparisons show whether performance is actually improving or merely looks large in isolation.
3
Visual trend recognitionRevenue-over-time and service-mix graphics make direction and concentration easier to understand than rows of raw transactions.
4
Top insights on the same pageThe owner receives a concise interpretation of what deserves attention before deciding where to investigate further.
Executive OverviewReal prototype · Page 01
A single page answers: How did the business perform this month, and what changed?
Page 02 · Why did it happen?

Financial & Labor

The second page moves behind the headline. It compares the current month with prior periods, shows the expense structure and trend, and places labor cost, hours, overtime, and average labor cost per hour in one operating view.

1
Understand the drivers of profitRevenue alone is not enough. Gross profit, gross margin, operating expenses, and net profit reveal what the growth actually produced.
2
See where money is being spentThe expense breakdown highlights the categories consuming the largest share of the business.
3
Connect labor to business performanceTotal labor cost, labor as a percentage of revenue, total hours, overtime, and hourly cost are presented together instead of in separate payroll reports.
4
Spot pressure before it becomes a surpriseChanges in expenses, labor, overtime, or margins become visible while management still has time to act.
Financial & LaborReal prototype · Page 02
A single page connects profit, cost structure, and labor intensity to explain why the month looks the way it does.
Page 03 · Where did it happen and what should I do?

Jobs, Profitability, Cash & Actions

The third page moves from company-level results into the economics of the work itself. It shows jobs completed, revenue by job type, the most profitable work, weak-margin jobs, cash flow, and management recommendations.

1
Find the work that creates valueRevenue by job type and profitability tables show which services are carrying the business and which deserve a closer look.
2
Expose weak or negative-margin jobsAggregate profit can hide bad individual jobs. Job-level visibility prevents a profitable month from masking operational leakage.
3
Separate profit from cashCash In, Cash Out, Net Cash Flow, and ending cash balance provide a view that accrual-style revenue and expense numbers cannot replace.
4
Finish with concrete next stepsRecommendations turn the analysis into a short management agenda rather than leaving the owner to interpret the tables alone.
Jobs & ActionsReal prototype · Page 03
A single page answers: Where is profit being created or lost, what happened to cash, and what should management review next?
Page 04 · What does it all mean?

Monthly Management Analysis

The fourth page brings the entire month together. AI-assisted interpretation works only from validated report output and organizes the business story into Overall Assessment, Financial Performance, Operational Performance, Cash Position, and Management Outlook.

1
Connect the dots across the businessFinancial, labor, job-level, and cash results are interpreted together instead of being left as disconnected sections.
2
Read the report like a management briefingThe analysis explains what changed, what the data supports, and where conclusions would be premature.
3
AI without surrendering financial controlPython calculates the numbers; AI interprets validated facts. The AI does not invent or recalculate the KPIs.
4
Human-reviewed before deliveryThe final product is intended to be reviewed before the client receives it, combining automation with accountability.
Management AnalysisReal prototype · Page 04
A single page turns the validated numbers into an integrated monthly management narrative and outlook.

Four pages. One management story.

The format matters because it creates a progression: first understand the outcome, then the drivers, then where performance was created or lost, and finally what the complete picture means. That progression reduces information overload and gives the owner a repeatable monthly decision-making ritual.

Faster understandingNo spreadsheet assembly or report hunting.
Better contextTrends, comparisons, margins, labor, jobs, and cash together.
Actionable insightWeak jobs and cost pressure become visible.
Consistent monthly disciplineThe same structure every month makes changes easier to recognize.
How it works

Designed to feel simple to the client.

The complexity sits behind the scenes. Your monthly workflow should eventually feel as easy as uploading files and receiving a finished report.

01

Connect

Tell us about your business, systems, and the files you already use.

02

Map

AI-assisted onboarding suggests field mappings. A human approves the configuration.

03

Process

Validation, transformation, reconciliation, metrics, and management analysis.

04

Decide

Open a polished monthly portal focused on what deserves your attention.

Positioning

Not another accounting system. Not a $5,000 consulting engagement.

Two Trees sits between raw software and high-cost advisory services: a finished recurring management reporting product built from the data you already have.

OptionTypical CostSetup BurdenInterpretationFinished Monthly ProductHuman Review
DIY spreadsheetsLowHighYou do itNoNo
Accounting softwareLow–ModerateModerateLimited / configurableReports availableNo
Consultant / fractional financeHighModerateDeepYesYes
Simple pricing

One product. One monthly price.

No tiers to decode. No dashboard to build. No analyst to hire.

$149 / month
Monthly management report
Financial + labor + job economics
Cash-flow view when source data supports it
AI-assisted management analysis
Human review before delivery
Secure client-ready portal experience
Start your report

“You should not need a finance department to know whether your business is actually getting stronger.”

Two Trees Management Reporting
Start your monthly report

Tell us how your business works.

This is a visual prototype of the future onboarding flow. In production, successful payment would activate the client record and start secure AI-assisted data mapping.

🔒 Future step: secure subscription checkout · $149/month