Acquisitions
Review offering memoranda, check rent rolls, and prepare investment-memo drafts.
Explore an acquisition workflow →Automate work.
Make better decisions.
We help hospitality and commercial real estate teams put AI and their data to work. Start with a free industry kit, or bring us a project.
Acquisitions · Revenue management · Property operations
Want help choosing? Book a 30-minute workflow review →AI roadmaps, focused pilots, and systems built around your team.
Choose your industry.
Each kit includes 3 project blueprints, a scoring worksheet, and a 90-day plan.
One ZIP download. PDF + editable CSV. No email required.
Where could AI help your team?
Asset management
Explain budget variances and draft property and portfolio reports from approved data.
Explore a reporting workflow →Property operations
Triage maintenance requests, organize handovers, and turn recurring complaints into action lists.
Explore an operations workflow →Revenue management & forecasting
Connect demand, occupancy, and rate data to compare scenarios and support pricing decisions.
Discuss a forecasting project →Events & group business
Assess group inquiries, compare event demand, and prepare staffing and operating plans.
Discuss an events project →Guest service & reservations
Draft guest replies, prepare arrival information, and qualify booking inquiries for staff review.
Explore a guest-service workflow →Example project scopes. Each needs the right data, system access, and human review before rollout.
A practical first project.
A plan for putting it to work.
Compare the sample workflows, score the options for your team, and scope a small pilot. Both kits are ready to download.
Hospitality
For hotel owners, operators, and management teams
Guest-message triage
Draft replies from approved policies and route exceptions to the front desk.
Daily operations brief
Turn handover notes and maintenance updates into a morning action list.
Review intelligence
Group guest feedback by theme and give department owners an action queue.
Illustrative scopes. Feasibility depends on your data, systems, and review process.
Commercial real estate
For investors, asset managers, and property teams
Rent-roll quality check
Normalize fields, flag missing values, and reconcile totals for analyst review.
Lease abstract review
Extract key terms with page references and flag exceptions for review.
Property reporting
Draft updates from approved operating data with sources and an exception list.
Illustrative scopes. Feasibility depends on your data, systems, and review process.
Have a workflow in mind? Discuss its scope, data, and next step.
Book a 30-minute workflow review →A plan you can use.
Systems your team can run.
AI roadmapping
For teams asking where to start. We review your workflows, data, and tools, then prioritize projects by value, effort, and risk.
- — Workflow audit and opportunity shortlist
- — First-pilot scope, success measures, and budget assumptions
- — 90-day plan with owners and decision points
- — Data access, governance, and training requirements
You leave knowing what to build, why, and what it will take.
AI engineering
For teams ready to implement. We build AI workflows around your operations—from document processing and reporting to forecasting and decision support.
- — Custom automations and system integrations
- — Testing against real examples and edge cases
- — Human review, permissions, and error handling
- — Team training, runbooks, and agreed support
Your team gets a working system and knows how to operate it.
Bring a workflow or decision.
Let’s find your next step.
In a 30-minute call, we’ll discuss the work or decision you want to improve, the data available, and whether a roadmap or an engineering project makes sense.
Book a workflow review →
Zanir Habib
I run every roadmap call myself. You’ll talk to the person who’ll do the work.