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
35–60%AI Task Coverage
20–40%Less Office Space Needed
25–40%Efficiency Uplift

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01

Describe your team

Enter your roles and headcounts. Our system instantly maps departments and pulls local salary benchmarks for your market.

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


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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_NovusCapital_2026.pdf PDF
Office Cost Intelligence Report
Novus Capital · City of London, UKFinancial services · 75 employees
Report generated: 11 April 2026
Confidential — for internal use only
Executive Summary
£1.2M–£2.0M in annual savings identified
Novus Capital example. Your company's number will be different.
Novus Capital · 75 employees · Current lease: 14,000 sq ft @ £75/sq ft = £1,050,000/yr
Current lease
14,000 sq ft
£1,050,000/yr
Optimal size
8,046 sq ft
↓ 43% reduction
Lease saving
£447K/yr
New office at £75/sq ft (City of London)
AI staff saving (net)
£1.3M/yr
After £68K AI tool costs
Year 1 net saving
£1.6M
After one-time costs of £145K
Payback period
1.0 months
5-year cumulative: £8.5M
Total annual savings (lease + AI net)
Conservative estimate (60%): £1.2M/yr
£1,973,000 / yr
Key recommendations
1. Consolidate from 75 to 50 staff using AI (25 positions consolidated) — saving £1.3M/yr in salary
2. Downsize from 14,000 to 8,046 sq ft at next lease break — saving £447K/yr at City of London rates
3. Deploy AI agents for highest-exposure roles (Client Support, Junior Analysts, Compliance) within 90 days
Current
Headcount75
Office14,000 sq ft
Annual lease£1,050,000/yr
Total payroll£5.8M/yr
After AI consolidation
Headcount50 (25 fewer)
Office8,046 sq ft
Annual lease£603,000/yr
AI tool cost£68K/yr
Quick wins — start this week
1. Set up Intercom AI for your Client Support team — 65% of their work is automatable, saving ~16h/week per agent.
2. Trial Dext/Hubdoc for your Compliance & Finance team (5 people) — they spend 22h/week on automatable transaction processing.
3. Share Section 1 with your landlord — you are paying for 5,954 sq ft of unused space at £75/sq ft.
Section 1 — Office Space Analysis
Space breakdown
Current footprint14,000 sq ft
Optimal size8,046 sq ft
Space freed5,954 sq ft (43%)
Current headcount75
Post-consolidation50 (25 roles consolidated by AI)
Desks required50
Lease cost comparison
Current lease£1,050,000/yr
Current rate£75/sq ft/yr
Market rate (City of London)£75/sq ft/yr
New office at your rate£603,450/yr (8,046 sq ft)
Annual saving£446,550
5-year cumulative£2,232,750
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
Client Support Agent 65%Cost center565%1.8
Compliance Associate 50%Cost center350%1.5
Junior Analyst 55%Operational655%2.7
Financial Advisor 40%Revenue840%4.8
Portfolio Manager 35%Revenue435%2.6
+ 18 more roles in full report...
Total75 staff42.3 FTE
Your 75-person team produces 42.3 FTE of work that still requires humans. The rest can be handled by AI.
Department efficiency scorecard
DepartmentStaffAvg AI exposureImpact
Client Support & Ops862%High
Compliance & Legal548%Medium
HR, Finance & Admin955%High
Research & Analytics1252%High
Advisory & Revenue2538%Medium
Leadership620%Low
Highest-impact role — detailed breakdown

Client Support Agent High — 65%Cost center

5 staff · £45,000/yr avg · 0–6 months
Tier-1 support (FAQ, order tracking, basic troubleshooting) is highly automatable via AI + knowledge base. Gartner (2025): 60% of customer service interactions will be handled by AI by 2028.
Time breakdown per week (40hr week)
TaskHours/wkAIAfter AI
FAQ & standard query responses12hFully automated1.8h
Order/status tracking6hFully automated0.9h
Ticket triage & routing4hFully automated0.6h
Basic troubleshooting6hAI-assisted3.3h
Complaint handling & de-escalation6hHuman only6h
Upselling & retention4hHuman only4h
Documentation & ticket notes2hFully automated0.3h
Total40h16.9h
23h/week saved per person (58% time reduction)
Recommended AI tools
AI Knowledge Base + Chat
AI agent for tier-1 queries with company knowledge base
£160/mo
Zendesk/Intercom AI
Ticket routing, auto-responses, sentiment analysis
£63/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
23 roles across 6 departments
75 → 50 staff
Positions saved
25
75 down to 50
Space freed
5,954 sq ft
25 fewer desks needed
Salary saving
£1.3M/yr
Direct headcount reduction

Client Support & Operations

13 staff · 4 roles · 5.7 FTE of human work remains after AI · 7 positions saved
Current (13 people)
Client Support Agent ×5
65% AI-automated → 1.8 FTE human
Client Onboarding ×3
60% AI-automated → 1.2 FTE human
Client Success Manager ×4
50% AI-automated → 2.0 FTE human
Receptionist ×1
30% AI-automated → 0.7 FTE human (physical presence role)
With AI (6 people)
Client Success Manager ×2
Client Support Agent ×2
Client Onboarding ×1
Receptionist ×1
Enabled by: AI knowledge base, Gainsight AI, Intercom AI
7 positions saved£295,000/yr
+ 4 more departments in full report (Finance, Engineering, Marketing, HR)...
Consolidation bottom line
Headcount75 → 50 (25 saved)
Space freed5,954 sq ft
Annual salary saving£1,326,000/yr
Lease saving from space freed£446,550/yr
+ 3 more sections in the full report
AI agent solutions · What-if scenarios · Implementation roadmap
Claim Free Efficiency Scan →

Free scan shows your estimated savings range. Full sourced report with PDF, role analysis, and roadmap: $99.



The numbers

The efficiency tax you're already paying

Every role has a different AI leverage point. When you find the right ones, your team does more, your space works harder, and the gap between you and slower competitors widens. Across the companies Arvean has analysed, the average identified gain is $840K per year.

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.

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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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Founder / CEO

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The cost of inaction

The efficiency gap compounds every month

Monthly leverage your competitors could be capturing instead:

$105,000
in uncaptured monthly leverage

$30K/mo in space that isn't working. $75K/mo in output your team could already be generating. That's $1.26M/yr in efficiency your competitors are racing to capture. It costs $99 to find out where yours is.

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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.