Can we engage you for AI strategy only, or do we have to commit to implementation?

Either is fine. Many clients run a strategy engagement first and then decide whether to bring us in for delivery.

Do you work with companies that have no AI capability today?

Yes. The AI assessment and readiness service is built for exactly this situation.

AI consulting for real estate

Q: How do we get started?

Book a 30 minute strategy call. We respond within one business day with a clear point of view and, if there is a fit, a written scope.

AI that ships, not slides.

If you are planning your first AI use case, scaling agents into production, or rebuilding the operating model around data, this is where we start. Enterprise AI consulting and implementation services for real estate developers, operators, and investors. Delivered by senior advisors across 14 countries.

Book a strategy call Explore our AI practice

Operations

Leasing

Reporting

Data layer

Governance

Automation

Investor

Market intel

Built forResidential developersCommercial developersColiving and PBSA operatorsFamily offices and HNI'sPE, REITs, and pension fundsCross-border market entrants

Our Experience

250+Global projects completed

11+Years of experience

Founding principles

A note on our practice

Real estate decisions are rarely reversible. A market entered, a platform chosen, a fund raised. Each one sets the trajectory of a portfolio for years. AI now compounds those decisions further. We work where the cost of being wrong is highest, bringing operating instinct and analytical discipline to the AI questions that demand both.

What we solve

Three AI questions our real estate clients are asking right now.

What should we automate first?

If your team has more AI ideas than capacity to ship them, this is the right starting point. We surface every viable use case across the business, then rank them by impact, feasibility, and time to value.

A prioritised list of AI use cases by return on investment
A clear-eyed view of what AI can and cannot do for real estate today
An AI roadmap your board can fund

How do we ship AI that actually works in production?

If your pilot is running but the operating business has not changed, this is where we step in. Most AI stalls between strategy and deployment. We close that gap.

Custom AI agents for leasing, customer service, and operations
A data foundation that holds up under real-world load
A measurement framework that proves value to leadership

How do we keep our edge as AI evolves?

If you are already operating with AI and want to compound the advantage rather than chase the next trend, this is the work to commission. We design the governance, architecture, and adoption model that lasts.

An AI governance model that scales with your usage
An adoption plan across the organisation
A roadmap that holds value longer than this quarter's hype cycle

Our services

Eleven AI-led practices under one advisory partner.

AI-led digital transformation

If your systems were built for a different era and the next phase of growth needs a stronger digital core, this is the right place to start. We help real estate businesses redesign workflows, customer journeys, and decision-making around AI agents, automation, and the right data foundation.

AI-driven operational efficiency

If your portfolio has grown faster than your operating discipline, this is the work to commission. We diagnose where margin is leaking across construction, sales, leasing, and facility management, then deploy AI agents and process automation to fix it.

AI-powered growth and expansion strategy

If your leadership team is choosing between several growth paths and needs a clear answer, this is the engagement to run. We build a multi-year growth plan informed by AI-driven market analysis. Where to play, how to win, and what to stop doing.

AI and technology selection roadmap

If you have already shortlisted vendors and need a structured, independent decision, this is the work for you. We help you choose the right AI agents, erp, crm, leasing, and property management platforms, then sequence the rollout without disrupting the business.

AI-enabled investor readiness and due diligence

If you plan to be in front of investors within the next twelve months, run this work before the data room opens. We prepare your platform, financials, governance, and data room for private equity, family office, reit, or strategic investors, including the AI capabilities and data assets that increasingly shape institutional valuation.

AI for coliving advisoryOur most focused practice

If your business is in coliving, student housing, or build-to-rent, this is the practice purpose-built for you. Delivered alongside everything coliving. We work with brands on AI-led concept design, unit economics, operator selection, and scale up. We work with investors on diligence, thesis building, and portfolio strategy.

AI-led market entry planning

If you are entering a new country, expanding into a new region, or launching a new asset class, this is the work to commission first. We build a market entry plan rooted in AI-powered market intelligence and primary research.

AI assessment and readiness

If you are about to commit budget to your first AI use case, start here. We audit your data, operating model, and team readiness for AI before the spend begins, not after a pilot has stalled.

AI integration and embedding

If your AI is working in a sandbox but not yet inside the business, this is the bridge. We embed AI agents and models into the systems already running your real estate business. Erp, crm, leasing platforms, facility management, and the data layer that ties them together.

AI governance and ethics

If a regulator, board, or institutional investor is about to ask how you use AI, engage us before they ask. We design the governance, controls, and policies that let your real estate business use AI responsibly and at scale.

AI performance monitoring

If your AI is live but you are not sure it is still working as designed, this is the engagement to run. The dashboards, alerts, and ongoing review that keep AI working in production. Most AI fails quietly. We make sure yours does not.

Every engagement begins with a private conversation. Book a senior advisory call

Who we serve

Real estate operators, investors, and entrants ready to act on AI.

Residential developers

For teams modernising operations and preparing for the next phase of growth with AI agents and automation.

Commercial developers

For teams building AI-enabled portfolios across office, industrial, and mixed-use commercial assets.

Coliving and student housing operators

For brands using AI for coliving and student housing to scale one of real estate's most active new asset classes.

Family offices and HNI's

For families developing investment theses, running AI-augmented diligence, and shaping long-term real estate allocations.

Institutional investors

For private equity funds, reits, and pension funds entering or expanding across global real estate markets with an AI thesis.

Cross-border market entrants

For operators and capital evaluating their first move into a new geography with AI-led market entry.

How we work

A four stage practice. A senior advisor on every project.

We keep our scopes tightly bounded, our methodology disciplined, and our recommendations grounded in evidence. The result is an AI strategy and an AI implementation you can defend in front of your board, your investors, and your operating team.

Diagnose

We map AI opportunities across the business, audit the data foundation, and frame the questions worth answering.

ii.

Analyse

We pressure-test use cases against feasibility, time to value, and business impact. You see the working, not only the conclusions.

iii.

Recommend

We co-create a prioritised AI roadmap with leadership. Every recommendation is sequenced, costed, and risk-adjusted.

iv.

Implement

We build and ship the AI itself. The engagement closes when the agent is live, the workflow is running, or the model is in production. Not when the deck is delivered.

The team

Senior leadership behind every engagement.

Atul Kumar Yadav

Founder & Chief Executive Officer

Atul founded Noseberry Digitals in 2019 and continues to lead the company as CEO — setting vision and growth strategy across brand, software, marketing, and AI for the property industry.

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Mayank Pokharna

Chief Operating Officer

Mayank runs operations and delivery as COO, leading 100+ engagements across 14+ countries spanning brand, software, and AI for the property industry. Based in India with team across Bengaluru, Noida, USA and Dubai.

Connect on LinkedIn

Featured insight

The thinking behind the work.

Coliving · 2026 outlook

Where is coliving finally investable at scale?

After several years of false starts, the unit economics, regulation, and demand signals are aligning in pockets around the world. Our practitioner view covers which markets are now ready, which operating models are working, and which operator profiles are worth backing.

Eight markets. Four operating models. One investable thesis.

A practitioner perspective · March 2026

Start a conversation

Ready to talk?

Tell us about your business, your portfolio, or the opportunity in front of you. We respond within one business day with a clear point of view and, if there is a fit, a written proposal.

FAQ

Frequently asked questions

What does AI consulting for real estate actually include?

We help real estate businesses make decisions about AI and then ship the AI itself. The advisory side covers AI strategy, use case prioritisation, governance, and adoption. The implementation side covers AI agents, process automation, data foundations, and integrations into the systems you already run.

How is this different from generic AI consulting?

We work only with real estate businesses. The use cases, the operating realities, and the buyer personas are all things we have seen before. The result is faster diagnosis, sharper recommendations, and fewer false starts.

How long does a typical engagement run?

Strategy and roadmap engagements run 4 to 8 weeks. Implementation engagements run 3 to 12 months. Most clients begin with a 2 week diagnostic that scopes the rest.

Who on the team works on my engagement?

A senior advisor is on every project. Atul and Mayank set direction. A small team of practitioners delivers. There are no large pyramids of junior consultants.

Which sectors of real estate do you cover?

Residential, commercial, coliving, student housing, build-to-rent, hospitality, and proptech. The coliving and student housing practice is delivered alongside everything coliving, our specialist platform.

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