Table of Contents

  • Real estate AI, ready to connect.
  • Keep the investmentyou have already made.
  • Your business, your rules.
  • Ready to plug in.
  • Start where the businesscan see the return.
  • Vacancy is aging.
  • Understand the cause.
  • Give the owner a next step.
  • Measure what changes.
  • Meet your developerswhere they build.
  • Your app. Leni execution.
  • Your data. In your preferred AI.
  • Your name. In Teams or Slack.
  • Control sits aroundevery model.
  • Identity + permissions
  • Rules-based calculations
  • Checks + evidence
  • Independent model choice
  • Knowledge you retain
  • Security review
  • A clear way to build together.
  • Define the return.
  • Map the fit.
  • Build + prove.
  • Enable + expand.
  • Give your internal champion a plan.
Business leaders + technology teams

Your team builds.
Leni accelerates.

Use Leni as your prebuilt real estate data warehouse. Connect it to Claude through MCP or to your own apps through the API. Add company knowledge, workflows and controls as you build.

Plan your first workflow ↗Explore API docs →
Your experience. Your workflows.
Internal apps
Teams + Slack
Claude + compatible AI
↕   HTTP API · OAuth MCP · Branded apps

Real estate AI, ready to connect.

Prebuilt data warehouseShared definitions + portfolio history
Your company knowledgeDefinitions, context and sources
Model-agnostic runtimeModels and tools for the work
VerificationCalculations, checks and traces
Identity · Permissions · Tenant boundaries · Audit
↕   Approved connectors and data access
ERP + accountingYour warehouseDocumentsCompany context

Keep the investment
you have already made.

Start with Leni’s data warehouse or connect it alongside your existing stack. Keep the AI tools, applications and workflows your team already uses.

Your team owns the direction

Your business, your rules.

  • Use cases and success measures
  • Metric definitions and approval steps
  • Applications, integrations and experience
  • Data access and rollout decisions
Leni brings the foundation

Ready to plug in.

  • Prebuilt real estate warehouse + MCP
  • Company knowledge and memory
  • Model orchestration and verification
  • Integration support and enablement

Confirm supported sources, historical data and refresh needs with your engineering team. Leni can work alongside Snowflake, Power BI and internal apps.

Start where the business
can see the return.

A concrete decision. A business owner. A measurable result.

01 · SIGNAL

Vacancy is aging.

Bring availability, leasing and operating data into the same view.

02 · CONTEXT

Understand the cause.

Apply your definitions and compare the evidence behind the change.

03 · ACTION

Give the owner a next step.

Prepare the review and assign the follow-up in the team's workflow.

04 · VALUE

Measure what changes.

Track vacancy days, time to act and cost per operating review.

Meet your developers
where they build.

Use the connection that fits the application. Keep the same governed data and context underneath.

HTTP API

Your app. Leni execution.

Start analysis from your backend, track asynchronous work and retrieve results using stable run and session identifiers.

Open the API quickstart →
Remote MCP

Your data. In your preferred AI.

Connect Claude or another compatible assistant to Leni’s data and tools. Users sign in with Leni OAuth and approved access, while keeping their familiar workflow.

Read the MCP guide →
Branded apps

Your name. In Teams or Slack.

Give your team a familiar place to use company context, work with documents and review analysis.

See what your team can own →

Control sits around
every model.

The model can change. Your data rules, company knowledge and review process remain.

Identity + permissions

Organization and property boundaries apply to authorized requests.

Rules-based calculations

Use structured queries and calculation tools where the task needs reproducible numbers.

Checks + evidence

Review sources, calculations and the path to each deliverable.

Independent model choice

Keep the workflow and company context separate from the model provider.

Knowledge you retain

Capture approved work, corrections and agent traces for future specialization.

Security review

Review SOC 2 Type II evidence, access, retention and deployment requirements with your team.

Review security →Read the technical contracts →

A clear way to build together.

One workflow earns the case for the next.

Define the return.

Agree the decision, owner, current effort and success measure.

Map the fit.

Confirm source access, definitions, architecture and security requirements.

Build + prove.

Deliver the first workflow. Test against known cases with your experts.

Enable + expand.

Train the team, review adoption and use the measured results to choose what comes next.

Give your internal champion a plan.

A business case, architecture, responsibilities and acceptance criteria that finance, IT and operations can review together.

Build with Leni

Bring the workflow.
Bring your team.

Tell us what you’re building. We’ll map the data, knowledge and AI infrastructure your team can use.

A practical next step, with your architecture and priorities in view.