Efficiency intelligence

Your company is currently sized for 2024. Here's exactly how much that is costing you in 2026.

Arvean delivers a board-ready, sourced efficiency report that shows your exact office right-size + AI-augmented headcount for 2026.

The 2026 Business Operational Formula
60%Roles AI-Augmentable
43%Less Office Space Needed
40%Avg Productivity Uplift With AI

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How it works

From description to board-ready report in 60 seconds

01

Describe your team

In seconds, your roles are benchmarked against live salary data for your market. Every position scored for AI exposure.

02

AI analyses every role

Each role scored for automation potential using McKinsey, WEF, and Anthropic data. Revenue roles get output uplift. Cost roles get efficiency gains. Tool costs subtracted automatically.

03

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A board-ready PDF with office formula, role-by-role AI analysis, what-if scenarios, 5-year projections, and a phased implementation roadmap.

Included in your report
Office space formulaRole-by-role AI scoresRevenue vs cost-center splitNet savings after tool costsLease waterfall + market ratesWhat-if scenarios5-year projectionImplementation roadmapTeam optimizationAI agent costs per roleRisk analysisNegotiation talking points


Your report

This is what you're getting

A precise, sourced breakdown of your office footprint, every role's AI leverage score, and your 5-year efficiency projection. Generated in 60 seconds. Yours for $99.

Arvean_Report_AtlasAdvisory_2026.pdf PDF
Office Cost Intelligence Report
Atlas Advisory Group · Midtown Manhattan, NYConsulting · 80 employees
Report generated: 11 April 2026
Confidential — for internal use only
Executive Summary
$1.5M–$2.5M in annual savings identified
Atlas Advisory example. Your company's number will be different.
Atlas Advisory · 80 employees · Current lease: 16,000 sq ft @ $78/sq ft = $1,248,000/yr
Current lease
16,000 sq ft
$1,248,000/yr
Optimal size
8,700 sq ft
↓ 46% reduction
Lease saving
$569K/yr
New office at $78/sq ft (Midtown Manhattan)
AI staff saving (net)
$1.9M/yr
After $92K AI tool costs
Year 1 net saving
$2.2M
After one-time costs of $245K
Payback period
1.2 months
5-year cumulative: $11.5M
Total annual savings (lease + AI net)
Conservative estimate (60%): $1.5M/yr
$2,469,000 / yr
Key recommendations
1. Consolidate from 80 to 54 staff using AI (26 positions consolidated) — saving $1.9M/yr in salary
2. Downsize from 16,000 to 8,700 sq ft at next lease break — saving $569K/yr at Midtown Manhattan rates
3. Deploy AI agents for highest-exposure roles (Project Coordinators, Data Analysts, Business Analysts) within 90 days
Current
Headcount80
Office16,000 sq ft
Annual lease$1,248,000/yr
Total payroll$8.4M/yr
After AI consolidation
Headcount54 (26 fewer)
Office8,700 sq ft
Annual lease$679,000/yr
AI tool cost$92K/yr
Quick wins — start this week
1. Set up Claude + RAG for your Project Coordination team — 65% of their work is automatable, saving ~26h/week per person.
2. Trial Claude Pro for your Data Analysts (6 people) — they spend 24h/week on automatable reporting & data processing.
3. Review the consolidation blueprint (Section 3) with your Research & Analytics lead — that department has the highest consolidation potential at 9 positions.
Section 1 — Office Space Analysis
Space breakdown
Current footprint16,000 sq ft
Optimal size8,700 sq ft
Space freed7,300 sq ft (46%)
Current headcount80
Post-consolidation54 (26 positions consolidated by AI)
Desks required54
Lease cost comparison
Current lease$1,248,000/yr
Current rate$78/sq ft/yr
Market rate (Midtown Manhattan)$78/sq ft/yr
New office at your rate$678,600/yr (8,700 sq ft)
Annual saving$569,400
5-year cumulative$2,847,000
Section 2 — AI Role Analysis

Your current team analysed role by role. For each position, we calculate how much work AI can handle and how much human effort remains. This builds the case for Section 3's consolidation plan.

RoleTypeStaffAI handlesHuman FTE
Project Coordinator 65%Cost center465%1.4
Data Analyst 60%Operational660%2.4
Business Analyst 55%Operational1055%4.5
Management Consultant 35%Revenue1235%7.8
Client Engagement Manager 40%Revenue540%3.0
+ 8 more roles in full report...
Total80 staff44.6 FTE
Your 80-person team produces 44.6 FTE of work that still requires humans. The rest can be handled by AI.
Department efficiency scorecard
DepartmentStaffAvg AI exposureImpact
Project Management762%High
Research & Analytics1657%High
HR, Finance & Admin1255%High
Marketing & BD645%Medium
Consulting & Advisory2536%Medium
Leadership620%Low
Highest-impact role — detailed breakdown

Project Coordinator High — 65%Cost center

4 staff · $72,000/yr avg · 0–6 months
Status reporting, timeline tracking, meeting scheduling, and stakeholder updates are highly automatable. McKinsey (2025): 62% of project coordination tasks can be handled by AI within 2 years.
Time breakdown per week (40hr week)
TaskHours/wkAIAfter AI
Status reports & project updates10hFully automated1.5h
Meeting scheduling & coordination6hFully automated0.9h
Timeline tracking & reminders5hFully automated0.8h
Resource allocation & planning6hAI-assisted3.3h
Stakeholder communication5hHuman only5h
Risk escalation & problem solving5hHuman only5h
Documentation & filing3hFully automated0.5h
Total40h17h
23h/week saved per person (58% time reduction)
Recommended AI tools
Claude Pro
Status reports, documentation, stakeholder drafts
$20/mo
Reclaim.ai + Asana AI
Calendar management, timeline tracking, auto-updates
$45/mo
+ 4 more role deep dives in the full report...
Section 3 — Role Consolidation Blueprint

With AI handling a significant share of each role's workload, multiple positions within the same department can be merged into fewer people.

Consolidation potential
13 roles across 6 departments
80 → 54 staff
Positions saved
26
80 down to 54
Space freed
7,300 sq ft
26 fewer desks needed
Salary saving
$1.9M/yr
Direct headcount reduction

Research & Analytics

16 staff · 2 roles · 6.9 FTE of human work remains after AI · 9 positions saved
Current (16 people)
Business Analyst ×10
55% AI-automated → 4.5 FTE human
Data Analyst ×6
60% AI-automated → 2.4 FTE human
With AI (7 people)
Business Analyst ×5
Data Analyst ×2
Enabled by: Claude Pro, Tableau AI, Python Copilot
9 positions saved$738,000/yr
+ 4 more departments in full report (Project Management, Finance, Marketing, HR)...
Consolidation bottom line
Headcount80 → 54 (26 saved)
Space freed7,300 sq ft
Annual salary saving$1,900,000/yr
Lease saving from space freed$569,400/yr
+ 3 more sections in the full report
AI agent solutions · What-if scenarios · Implementation roadmap
See What Your Team Could Save →

Free scan shows your estimated savings range. Full sourced report: $99.



The numbers

$840K per year. That's the average efficiency gap.

Across the companies Arvean has analysed, the average identified gain is $840K per year in combined lease savings and AI-driven productivity. Here's where it comes from.

30-40%
of desks sit empty on any given day
CBRE Workplace Report 2025
$12,000
annual cost per unused desk in a Class A office JLL Research
72%
of companies haven't right-sized since going hybrid McKinsey
37%
of companies already using AI to reduce headcount WEF 2025

Your lease is coming up.

Your board wants a plan.

Your competitors already have one.

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The market is moving

The companies that act first will set the new standard

While most businesses debate whether to adopt AI, the ones that already have are pulling ahead. Fast.

Case study
2x
revenue per employee. Headcount down 40%.

Klarna reduced from 5,500 to 3,400 employees by deploying AI across customer service, marketing, and operations. Revenue per employee nearly doubled. The company went public at a $17B valuation, raising $1.37B. CEO Sebastian Siemiatkowski said AI now does the work of 700 full-time staff.

CNBC, May 2025 · SEC S-1 Filing · IPO at $40/share, Sept 2025
Case study
40%
more code per engineer. 4,000 fewer headcount. Stock up 22%.

Jack Dorsey cut nearly half of Block's 10,000+ workforce, calling it a structural shift, not a cost cut. Engineers shipped 40% more production code per person after AI tooling rollout. Dorsey's message to the industry: "I'd rather get there on our own terms than be forced into it reactively."

CNN Business · CNBC, Feb 2026
37%
of companies already using AI to reduce headcount
World Economic Forum, Future of Jobs 2025
$4.4T
in annual productivity gains from AI by 2030
McKinsey Global Institute, 2024
40%
more code shipped per engineer at Block post-AI
Block CFO Amrita Ahuja, Feb 2026
Analysis powered by data from
CBRE JLL McKinsey World Economic Forum Anthropic O*NET


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You went hybrid. You know half your admin and analyst roles could be 60-80% AI-augmented. But you can't quantify it. This report shows you exactly what a leaner, faster version of your company looks like — and what it costs you every month you don't.



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$105,000
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  • Space formula with full workings
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  • What-if hybrid scenarios
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  • Net savings after costs
  • Downloadable PDF report
  • Methodology & sources cited
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FAQ

Common questions

The space calculations use CBRE and JLL benchmarks adjusted for your industry, hybrid percentage, and desk-sharing ratio. For most companies the output lands within 10-15% of what a workplace consultant would recommend. The AI role analysis uses peer-reviewed research and real market salary data for your country. Every calculation is shown with full workings so you can verify the logic yourself.
A comprehensive PDF report covering: your optimal office size with the formula behind it, a role-by-role AI exposure analysis with rationale for each score, lease cost waterfall with market rate comparison, what-if hybrid scenarios, 5-year savings projection, implementation roadmap with phased timelines, team optimization recommendations, AI tool costs per role, risk analysis, and landlord negotiation talking points. Everything sourced, everything shown.
You complete a secure checkout. Your full report opens in-browser immediately. A PDF copy is emailed to you within minutes. No account required. No login. No follow-up sales calls.
Yes. The analysis works globally. We support 12+ countries with local salary benchmarks, local lease market rates, and local currency formatting throughout the report. Whether you're in Dubai, London, Sydney, New York, Singapore, or Riyadh, the numbers reflect your market.
That's what it's designed for. The report is formatted as a professional document with executive summary, sourced data, methodology appendix, and disclaimers. Multiple customers have told us they included it directly in their board packs without modification.
No. The report analyses AI augmentation potential, not replacement. It identifies which roles can be made more productive with AI tools and what that productivity gain is worth financially. Some roles may be flagged as candidates for natural attrition or restructuring, but the emphasis is on doing more with the same team, not cutting it.
About 60 seconds from entering your team description to seeing your results. The full paid report generates instantly after checkout. A consultant engagement covering the same scope typically takes 4-6 weeks and costs $5,000-25,000.
We store your email address (to deliver the report) and your payment record. We do not store your company description, role data, or analysis results on our servers. The report is generated in real-time and delivered to you. That's it.
Yes. If the report isn't useful to you for any reason, email hello@arvean.io within 7 days and we'll refund you in full, no questions asked. We'd rather have happy customers than $99.
No. Arvean provides estimates for planning purposes. We recommend using these numbers as a starting point and validating with a qualified real estate broker, employment lawyer, or HR consultant before taking action. The report includes appropriate disclaimers.