Tinkerberry Labs
AI automation for real estate

Never lose a lead to a slow reply again.

Portal leads arrive at 11pm and go cold by morning, while your team retypes listing details into four systems.

Brokerages and agent teamsProperty managersDevelopersShort-let operators

<60 sec

lead response, day or night

3x

typical lift in lead-to-viewing rate

10+ hrs

admin hours returned per agent weekly

8

documented automations for this sector

The automations

Where real estate teams lose hours, and what replaces it.

Each one is a system we have specified and built before.

01

Instant lead qualification and booking

The manual process today
Portal and ad leads sit unanswered; the first responder usually wins the deal.
What we build
An agent that replies within seconds on WhatsApp, SMS or chat, qualifies budget, timeline and financing, and books a viewing straight into the agent calendar.
Typical impact
Response time in seconds, qualified viewings up several fold.
Portal webhooksWhatsApp / SMSCRM + calendar
02

Listing content generation

The manual process today
Writing descriptions, social captions and brochure copy for every listing.
What we build
Photos and facts in, compliant listing copy, floor-plan captions, social posts and email blasts out, in one brand voice.
Typical impact
Listing go-live time cut from hours to minutes.
Vision modelsMLS / CRM dataCanva / brochure templates
03

Tenant maintenance triage

The manual process today
Maintenance requests come by phone and text and get manually dispatched.
What we build
An intake agent that classifies urgency, asks for photos, applies your escalation matrix and dispatches the right contractor with a tracked ticket.
Typical impact
Emergency response consistent; property managers stop being switchboards.
Tenant portal / WhatsAppContractor dispatchTicketing
04

Dormant database reactivation

The manual process today
Thousands of old enquiries sit in the CRM, never touched again.
What we build
Segmented, personalised reactivation campaigns referencing what each contact originally wanted, with live conversation handling on replies.
Typical impact
Pipeline created from contacts you already paid for.
CRM exportPersonalised generationConversation agent
05

Comparative market analysis drafting

The manual process today
Preparing a CMA or valuation pack takes an agent hours per appraisal.
What we build
Automatic comparables pull, pricing rationale drafting and a branded pack produced from your template.
Typical impact
Appraisal prep down to minutes, more listing presentations per week.
Comparable data sourcesDocument generationBrand templates
06

Lease and contract review

The manual process today
Reviewing leases and vendor contracts clause by clause.
What we build
Clause extraction against your playbook, deviation flagging and a plain-English summary of risk.
Typical impact
Review time cut by 60-80%, with a consistent standard applied.
Document AIClause playbookReviewer sign-off
07

Viewing feedback and vendor reporting

The manual process today
Chasing feedback after viewings and writing weekly vendor updates.
What we build
Automated feedback collection after each viewing, summarised into a vendor-ready weekly report with price guidance.
Typical impact
Vendors updated reliably; awkward price conversations backed by evidence.
Post-viewing surveysSummarisationEmail automation
08

Short-let pricing and guest messaging

The manual process today
Manual nightly pricing and repetitive guest questions across platforms.
What we build
Demand-aware pricing suggestions plus a multi-channel guest agent that handles check-in, house rules and local recommendations.
Typical impact
Higher occupancy at better rates, guest replies in seconds.
Channel manager APIsPricing modelGuest messaging agent
Questions

What real estate teams ask us.

Yes, we disclose it, and we hand over to a human the moment the conversation needs one. Disclosure consistently performs better than pretending, because the speed is the selling point.

We integrate with the mainstream property CRMs and portals through their APIs or webhooks. If yours has no API, we usually still automate it through email, spreadsheets or a light browser agent.

Audits are a fixed fee and are credited against a build. Single-workflow builds typically land in the low five figures, multi-workflow programmes higher, and ongoing running and support is a fixed monthly fee. You get the number before we start, not a rolling hourly bill.

A first pilot on your real data usually runs within two to four weeks of the kickoff call. Full deployment with integrations and training normally lands between weeks four and eight.

Your automation plan

Tell us what your real estate team keeps doing by hand.

Thirty minutes, no pitch deck. We map the process, tell you whether automation pays back, and give you a rough cost before you commit to anything.

You and the work

Two more short steps sharpen the answer. An engineer reads it either way and replies, usually within a business day.

Other sectors

Automations for adjacent industries.