Deal and context brain for real estate teams

Admin Chief for real estate teams

Your property notes, buyer preferences, and follow-up history are split across CRMs, inboxes, and individual agents' memories. We organize them into a structured brain, then run Atlas, your Deal Brief Generator, so your team has the right brief ready before every showing and follow-up conversation.

Deal and Context Brain (sample)
Sources to wiki to agent output
Sources ingested
Property notesViewing notes, spec sheets, photos
Buyer preferencesRequirements, budget, must-haves
Neighbourhood researchArea docs, comparable notes
Past messagesEmail threads, CRM activity log
Follow-up historyCall notes, agreed next steps
Structured wiki
DealsStatus, property, buyer, open items
BuyersPreferences, budget, timeline, concerns
PropertiesSpecs, notes, viewings, price history
Area contextComparable sales, local notes
Follow-upsAgreed actions and pending decisions
Skill output
Atlas: Deal Brief Generator
Brief: 42 Birch Lane (sample)Buyer: two-bed preference confirmed, garden essential. Last call: offer rejected, counter proposed at asking minus 3% (sample). Open: solicitor instruction pending. Next step: confirm by Friday.

Sample prototype layout. Not real client data. No live client system is implied.

Where deal context gets fragmented.

Real estate deals move fast and involve a lot of people. Context falls through the gaps between systems, agents, and conversations.

Where it lives now

  • Buyer preferences noted in a first call and never updated as requirements change through the search.
  • Property viewing notes in an agent's phone, not in a system the team can reach before the next interaction.
  • Follow-up commitments made on calls and not recorded anywhere accessible, relying on the agent's memory to follow through.
  • Deal history that disappears when an agent leaves, because it lived in their inbox rather than in a shared record.

What it costs

  • Agents prepare for showings and follow-ups by reading back through email threads rather than reviewing a brief that already has the key points.
  • Buyers receive follow-up messages that miss context from a previous conversation, creating the impression that the agent was not listening.
  • Deals stall because a next step was agreed verbally and then not progressed because nobody tracked it.
  • New agents on a deal have no reliable way to get up to speed without asking the previous agent directly.

What the deal and context brain is built from.

The brain organizes the context your team already has. No new systems to introduce at the start.

Property notesViewing notes, spec sheets, and photos
Buyer preferencesRequirements, budget, timeline, and must-haves
Neighbourhood researchArea docs, comparable sales, local notes
Past messagesEmail threads and CRM activity log
Follow-up historyCall notes and agreed next steps

Five stages. One operating brain.

Built and maintained on our own infrastructure. Each stage has a clear role: nothing sits idle.

01

Ingest

Pull in property notes, buyer records, area research, and message history from the agreed sources. Format and access scoped at the Context Audit.

02

Structure

Organize into an AI-readable wiki: deals by status, buyers by preference profile, properties by spec and history, follow-ups by agreed action.

03

Retrieve

Surface the right context on demand: the right deal record, the right buyer preference set, the right follow-up commitment for a given interaction.

04

Serve

Run Atlas, your Deal Brief Generator: reads the brain and produces a per-deal brief for your team to review before a showing or follow-up conversation.

05

Maintain

Scheduled freshness sweeps keep deal records current as activity, offers, and next steps change. Nothing goes stale between interactions.

Flagship agent: Atlas, your Deal Brief Generator

Atlas is the calm concierge who knows the property history and the buyer's hesitations. Before a showing or follow-up conversation, Atlas pulls the relevant deal context from the brain and produces a brief for your agent to review. Property, buyer, open items, and agreed next steps: one document, ready before the interaction. Signature artifact: The Pre-Showing Blueprint.

What Atlas reads

Atlas, your Deal Brief Generator, pulls from the deal record in the brain: property spec and viewing notes, buyer preference profile, message history, and the last agreed next step. Atlas reads the organized wiki, not the agent's inbox or CRM export.

What your team receives

The Pre-Showing Blueprint: organized by section, covering the property, the buyer, the current status, open items, and the agreed next step. The agent reviews it before the interaction, confirms it is current, and uses it. The brief does not go to the buyer directly.

All briefs are for your team's review. No follow-up message is sent without your approval.

Atlas (Deal Brief Generator)
Sample output only
SAMPLE ARTIFACT

Deal brief: 42 Birch Lane (sample)

Prepared from brain for agent review before the 10:30 follow-up call.

Property

3-bed semi, viewed twice (sample). Buyer noted: garden size is the main appeal, kitchen layout raised as a concern on second viewing. No structural issues flagged in viewing notes.

Buyer profile

  • Two-bed minimum, garden essential, confirmed in requirements (sample)
  • Budget ceiling set in initial call: mid-range for the area (sample)
  • Timeline: looking to exchange within three months (sample)

Current status

Offer made at asking minus 5% (sample), rejected by vendor. Counter proposed at asking minus 3% (sample). Buyer said they would consider over the weekend.

Open items and next step

  • Buyer response to counter offer: pending, agreed to confirm by Friday (sample)
  • Solicitor instruction: not yet started, flagged as the next step once offer agreed (sample)
Admin Chief organizes and operates your company context. It does not provide legal, financial, or tax advice. No client-facing message is sent without your approval.

Three steps. Context Audit first, always.

The Context Audit maps your sources before any build quote is written. That is how fixed prices stay fixed and scope stays honest.

Step 2

Brain Build

£2,000 to £5,000

One deal and context brain built from the agreed sources, with the schema applied and Atlas (Deal Brief Generator) stood up behind an approval gate.

  • Scope capped to sources agreed at audit
  • AI-readable wiki structured and organized
  • Atlas (Deal Brief Generator) built and tested
  • Approval-first: output reviewed before use
  • Priced by source count and volume, not flat
Step 3

Maintain and Operate

£2,000 /mo

Deal records kept current as activity changes. Scheduled sweeps across active deals. Skill tuning and one new or upgraded skill each quarter.

  • Scheduled freshness sweeps
  • Skill tuning against real output
  • One new or upgraded skill per quarter
  • Monthly review against output value

Common questions.

Our deal records are split across a CRM and email. Is that a problem?

Split sources are the norm. The Context Audit maps every source you have, assesses its format and completeness, and determines the ingestion cost before the build is quoted. Sources that are harder to extract cost more and that is made explicit, not absorbed into a flat rate.

Does the brain replace our CRM?

No. The brain reads from your existing CRM export and other sources, organizing a structured wiki on top of them. Your team keeps using the CRM for day-to-day activity. The brain is the organized layer that makes the CRM data AI-usable and brief-ready.

What is the Context Audit?

A paid scoping engagement (500 to 750 pounds) where we inventory your sources, map their format and condition, propose a schema and organization rules, scope Atlas (Deal Brief Generator), and write a fixed build quote. It is the only route to a defensible price for the build.

Does the skill send follow-up messages to buyers?

No. Atlas produces a brief for your agent to review before an interaction. If a follow-up message is needed, a separate agent (Badger, your Follow-up / Chase agent) can prepare a draft for the agent to review and approve before sending. Nothing goes to a buyer without a human decision on your team's side.

Paid scoping engagement

Book a Context Audit.

We map your sources, propose a schema, scope Atlas (Deal Brief Generator), and produce a fixed build quote. That is the whole audit.

Book a Context Audit