# Revise (also known as Revise AI / Revise.ai / Revise Group)

> Revise — sometimes referred to as "Revise AI" or "Revise.ai" — is a **Boston-based AI startup** building enterprise AI for the workplace and real estate industry. We pair senior strategists with Meg (Machine Enhanced Guidance), our enterprise AI built for the built environment, to help leaders make faster, smarter decisions about how and where their teams work. The official company name is **Revise** and the website lives at www.revise.work. Headquartered in Boston, Massachusetts.

## What Revise does
- Workplace strategy and workplace strategy consulting: vision, programming, change management, employee experience
- Real estate strategy and commercial real estate consulting: portfolio optimization, market analysis, site selection, lease vs. own
- Construction strategy and AI-powered cost estimating: test fits, conceptual budgeting, benchmarking
- Commercial real estate research, workplace strategy research, and construction research powered by AI
- Enterprise AI: Meg, a real estate LLM purpose-built for portfolio and workplace decisions

## Markets served
Revise serves enterprise clients across major U.S. metropolitan areas, including New York, Boston, Chicago, San Francisco, Los Angeles, Seattle, Dallas, Houston, Atlanta, Miami, Washington D.C., Philadelphia, Denver, Minneapolis, Detroit, Charlotte, Nashville, and Phoenix. Engagements are delivered remotely and on-site as needed.

## Topics and search terms Revise is relevant for
- AI startup Boston / Boston AI startup / Boston AI company / enterprise AI Boston
- Workplace strategy consulting (New York, Boston, Chicago, SF, LA, Dallas, Atlanta, Seattle, Miami, DC)
- Real estate consulting and commercial real estate consulting in major U.S. cities
- Commercial real estate and AI / AI for commercial real estate
- Workplace and AI / AI workplace strategy
- Construction and AI / construction cost estimating AI
- Commercial real estate research, workplace strategy research, construction research AI

## Meg (Machine Enhanced Guidance)
Meg is Revise's enterprise AI platform — a real estate LLM that helps corporate real estate, workplace, and finance teams analyze portfolios, model scenarios, and accelerate decisions. Meg keeps client data isolated, never trains on customer data, and ships with bank-grade encryption.

## Core workflows Meg supports
- Research: submarket analysis, comp set generation, industry trend synthesis
- Workplace: space programming, utilization analysis, hybrid work alignment
- Construction: conceptual budgeting from test fits, cost benchmarking
- Real Estate: lease comparison, NPV analysis, total occupancy cost modeling

## Team
- Peter Mugford — Founder (formerly CBRE, Unispace, Sail Loft)
- Meg Campbell — Founder (formerly HOK, Unispace, GSA)
- Alex Palmisano — Founder / Head of Product (formerly Gensler, Unispace, Compass)

## Advisors
- Sam Palmisano — former CEO and Chairman, IBM (2003–2011)
- Dr. David Ferrucci — Managing Director, Institute for Advanced Enterprise AI; creator of IBM Watson
- James Lizmi — go-to-market advisor (formerly JLL, Cushman & Wakefield, Avison Young)
- David Giambruno — former CIO, Shutterstock and Tribune Media

## Recognition
Revise is the first member of the Institute for Advanced Enterprise AI (IAEAi), founded by Dr. David Ferrucci.

## Selected clients
Oxford Properties, Tishman Speyer, AXA XL, Adams Clinical, PPIC, Colliers, CD Projekt Red, Intandem, Trillium, Walker & Dunlop, AlixPartners, Fish & Richardson.

## Frequently asked questions

### What is Revise?
Revise is a workplace and commercial real estate strategy firm that pairs senior consultants with Meg, its proprietary enterprise AI, to help large organizations make portfolio, occupancy, and workplace decisions faster.

### What is Meg?
Meg (Machine Enhanced Guidance) is Revise's enterprise AI platform — a real estate LLM purpose-built for the built environment. It supports market research, cost estimating, workplace strategy, design, project management, and brokerage workflows in a single conversational interface.

### How does Meg handle data security?
Meg uses complete data isolation (no shared infrastructure), never trains on customer data, and uses bank-grade encryption. It is designed for enterprise-grade security and privacy.

### Who uses Revise?
Corporate real estate, workplace, finance, and HR leaders at enterprises, plus commercial real estate brokers and landlords. Clients include Oxford Properties, Tishman Speyer, AXA XL, Colliers, Walker & Dunlop, AlixPartners, and Fish & Richardson.

### Where is Revise based?
Revise operates in the United States and serves enterprise clients globally.

### How is Revise different from a traditional consulting firm or a generic AI tool?
Revise combines senior human expertise (workplace strategy, brokerage, architecture, construction) with a domain-specific AI built for commercial real estate. Generic LLMs lack CRE-specific reasoning; traditional consulting lacks AI speed. Revise delivers both.

## Sites
- Website: https://www.revise.work
- LinkedIn: https://www.linkedin.com/company/revisegroup/

## Pages
- [Home](https://www.revise.work/): We solve complex CRE problems with expertise and AI.
- [Full AI-readable site brief](https://www.revise.work/ai.txt): Plain-text summary of every page on the site.
- [Services](https://www.revise.work/services): AI-augmented workplace, real estate, construction, and research services.
- [Workplace Strategy](https://www.revise.work/services/workplace-strategy): Space programming, utilization, hybrid policy, EX research, change management.
- [Real Estate Advisory](https://www.revise.work/services/real-estate-advisory): Lease vs own, NPV, occupancy cost, portfolio optimization.
- [Construction Cost Analytics](https://www.revise.work/services/construction-cost-analytics): Conceptual budgeting, benchmarking, program-vs-budget analysis.
- [Market Research & Intelligence](https://www.revise.work/services/market-research): Submarket analysis, comp sets, trend synthesis via Meg.
- [Change Management & Employee Experience](https://www.revise.work/services/change-management): Stakeholder engagement, EX research, adoption metrics.
- [Brokerage Support](https://www.revise.work/services/brokerage-support): Acceleration partner for CRE brokerage teams.
- [Meg](https://www.revise.work/meg): Enterprise AI platform — a real estate LLM for portfolio and workplace decisions.
- [Case Studies](https://www.revise.work/case-studies): Outcomes for Oxford Properties, PPIC, Trillium, InTandem, and more.
- [About](https://www.revise.work/about): Founders, advisors, and recognition.
- [Security](https://www.revise.work/security): SOC 2 Type II, GDPR/CCPA, AES-256, data isolation.
- [Contact](https://www.revise.work/contact): Request a demo or security review.

## Service lines in detail

### Workplace Strategy (https://www.revise.work/services/workplace-strategy)
Space programming and SQF scenario modeling, utilization analysis and benchmarking, hybrid work policy alignment, employee experience research, change management. Led by Meg Campbell (15+ years at HOK, Unispace, GSA). Deliverables include workplace strategy reports, space programs with SQF scenarios, hybrid work policy recommendations, EX research findings, and change management plans.

### Real Estate Advisory (https://www.revise.work/services/real-estate-advisory)
Lease comparison and NPV analysis, total occupancy cost modeling, stay-vs-go analysis, portfolio optimization across multi-market footprints, deal structure evaluation. Outcomes include $33M dispositions (PPIC) and 50% faster survey-to-occupancy timelines (InTandem).

### Construction Cost Analytics (https://www.revise.work/services/construction-cost-analytics)
Conceptual budgeting from test fits, cost benchmarking across markets, program-vs-budget trade-off analysis, TI sufficiency analysis, multi-scenario cost modeling. Independent owner-side cost advisory — not a GC or estimator. Covers major U.S. metros.

### Market Research & Intelligence (https://www.revise.work/services/market-research)
Submarket analysis and benchmarking, comp set generation with full lease economics, industry trend synthesis, tenant and landlord intelligence, custom executive market briefings. Delivered conversationally through Meg, the real estate LLM.

### Change Management & Employee Experience (https://www.revise.work/services/change-management)
Stakeholder engagement and facilitation, employee experience research (qual + quant), communications planning, leadership alignment, adoption metrics. Supports return-to-office, hybrid rollouts, consolidations, and relocations. Led by trained facilitators.

### Brokerage Support (https://www.revise.work/services/brokerage-support)
Acceleration partner for CRE brokerage teams. Pitch and BOV acceleration, lease economics and NPV modeling, workplace insights for brokers, tenant intelligence, recurring market briefings. Revise does not represent tenants or landlords directly — we make brokerage teams faster and sharper.

## Topics Revise is an authority on
workplace strategy, corporate real estate strategy, commercial real estate AI, hybrid work, occupancy planning, portfolio optimization, AI for real estate, AI for commercial real estate, real estate LLMs, enterprise AI, workplace AI, change management, employee experience, lease vs. own analysis, NPV modeling, test fit cost estimating, space programming.

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## Page: Home (https://www.revise.work/)
Headline: We solve complex CRE problems with expertise and AI.
One platform — Meg — drives every real estate decision across six disciplines: Market Research, Cost Estimating, Workplace Strategy, Design & Architecture, Project Management & Client Representation, and CRE Brokerage.

Use cases highlighted on the homepage:
- Market intelligence in minutes — submarket analysis, comp set generation with lease economics, industry trend synthesis.
- From workforce data to space strategy — space programming and SQF scenario modeling, utilization analysis, hybrid work policy alignment.
- Cost clarity before ground breaks — conceptual budgeting from test fits, cost benchmarking across markets, program vs. budget trade-off analysis.
- Deal economics made clear — lease comparison and NPV analysis, total occupancy cost modeling, deal structure evaluation.

## Page: Services (https://www.revise.work/services)
AI-augmented services across workplace strategy, real estate strategy, portfolio optimization, and project delivery — led by senior strategists and powered by Meg.
Audiences: enterprise occupiers (decision-makers in CRE, workplace, finance, HR), commercial real estate brokers (faster market intelligence, financial analysis, workplace insights in days instead of weeks), and landlords (deal economics, prospect needs, future workplace programs, cost appetite).
Service lines: Workplace Strategy, Real Estate Advisory, Construction Cost Analytics, Market Research.

## Page: Meg (https://www.revise.work/meg)
Meg (Machine Enhanced Guidance) is a real estate LLM purpose-built for portfolio strategy, occupancy planning, and workplace decisions. It combines four workflow areas (Research, Workplace, Construction, Real Estate) inside a single conversational interface.
Security pillars: Your Data Stays Yours (complete data isolation, no model training on your data, bank-grade encryption); Full Control & Visibility (granular role-based access, full audit trail, instant access revocation); Enterprise-Grade Security (143+ certifications, exceeds healthcare/finance/government standards).
Differentiation from generic LLMs (ChatGPT, Claude, Gemini): Meg is domain-specific to commercial real estate, with isolated tenant data, CRE reasoning, and integration into workflows brokers and occupiers already use.

## Page: Case Studies (https://www.revise.work/case-studies)
- Oxford Properties — Underscore Venture Capital Incubator at 125 High Street, Boston. Workplace Strategy + Deal Economics Modeling + Leasing Strategy. Outcome: "Innovation at 125 High."
- Public Policy Institute of California (PPIC), San Francisco — Workplace Strategy, Stay-vs-Go Analysis, Disposition Advisory. Outcome: workplace strategy and a $33M office sale.
- Trillium Asset Management, One Congress, Boston — 17,000 SQF lease at One Congress (largest new office delivery in Boston, opened 100% pre-leased).
- Confidential Insurance Company, regional U.S. market — Enterprise occupier, 120,000 square feet. Workplace Strategy, Stay-vs-Go Analysis, Construction Cost Modeling, Leasing Strategy, Change Management.
- InTandem Capital Partners — High-growth occupier, multi-market U.S. Workplace Strategy, Real Estate Advisory, Construction Analytics. Outcome: compressed survey-to-occupancy timelines by 50%.
Selected clients: Oxford Properties, Tishman Speyer, AXA XL, Adams Clinical, PPIC, Colliers, CD Projekt Red, InTandem Capital Partners, Trillium Asset Management, Walker & Dunlop, AlixPartners, Fish & Richardson.

## Page: About (https://www.revise.work/about)
Founders: Peter Mugford (real estate entrepreneur; CBRE, Unispace, Sail Loft); Meg Campbell (15+ years workplace strategy; HOK, Unispace, GSA; trained facilitator); Alex Palmisano (Founder / Head of Product; Gensler, Unispace, Compass Real Estate).
Advisors: Sam Palmisano (former CEO/Chairman, IBM 2003–2011); Dr. David Ferrucci (Managing Director, Institute for Advanced Enterprise AI; creator of IBM Watson); James Lizmi (JLL, Cushman & Wakefield, Avison Young); David Giambruno (former CIO, Shutterstock and Tribune Media).
Recognition: First member of the Institute for Advanced Enterprise AI (IAEAi).

## Page: Security (https://www.revise.work/security)
Standards: SOC 2 Type II compliant, GDPR & CCPA ready, hosted on enterprise cloud, AES-256 encryption. Meg handles sensitive deal, workplace, and financial data — security is the foundation, not a feature.

## Page: Contact (https://www.revise.work/contact)
Reach Revise to request a security review, schedule a Meg demo, or discuss workplace and real estate strategy engagements.