Run real estate AI as a subscription, not a science project.
Logiciel delivers AI as a Service for mid-market and enterprise real estate operators, brokerages, REITs and PropTech. Lease abstraction, listing generation, tenant copilots, deal intelligence and operational AI, run as a managed service with a clear monthly cost. We bring the engineers, the platform, the evaluation harness and the on-call. You bring the business problems and the data.
Most mid-market and enterprise real estate businesses do not want to run an AI engineering function.
We give real estate businesses production AI without an internal AI engineering programme.
We package the high-value AI use cases in real estate as subscription services.
Lease, contract and disclosure extraction with structured outputs, validation and integration with property management and accounting systems.
Listing generation, photo enrichment, description optimisation and multi-channel publishing.
Deal sourcing, comparable analysis, valuation support and investment memo generation.
Tenant communication, leasing assistants, prospect qualification and resident support assistants.
Maintenance, work order, inspections and field operations copilots for residential and commercial portfolios.
RAG and analytics over market data, public records, news, internal research and broker activity.
Guardrails, audit logging, fair housing and compliance controls for AI used in customer-facing workflows.
A monthly subscription that covers the managed platform, use cases, evaluation and ongoing improvements.
A multi-use-case programme for larger operators, with shared platform, governance and rollout across business units and portfolios.
Fixed-scope work for a specific use case, for example lease abstraction or a tenant copilot launch.
1. Use Case and Data Discovery
We work through the use cases, the data sources, the operational workflow and the desired outcomes.
2. Platform Setup and Integration
We set up the managed AI platform and integrate with property management, CRM, accounting and document systems.
3. Use Case Launch
We launch the first use cases with evaluation, guardrails, monitoring and a clear feedback loop.
4. Subscription Operations
We run the use cases as a managed service, with SLAs, monthly reporting and continuous improvement.
5. Roadmap and Expansion
We work with you on a rolling backlog of new use cases, model upgrades and integrations.
Structured extraction from leases, contracts and disclosures, with validation and integration into existing systems.
Listing generation, image enrichment, description optimisation and channel publishing.
Comparable analysis, valuation support, deal sourcing and investment memo generation.
Communication, leasing assistance, prospect qualification and resident support assistants.
Maintenance, work order, inspections and field operations copilots for portfolios.
RAG and analytics over market data, public records, internal research and broker activity.
Guardrails, audit logging, fair housing compliance and bias review for AI used with customers.
Patterns from our delivery teams that have run through real real estate deployments.
A practical view of which AI use cases pay back fastest in mid-market and enterprise real estate.
A reference for AI governance, fair housing and compliance controls in customer-facing real estate AI.
Ready to move AI as a Service for Mid-Market & Enterprise for Real Estate from pilot into production? Partner with Logiciel to design, build and operate AI as a Service for Mid-Market & Enterprise for Real Estate that engineering, security and business teams can all defend.
We cover strategy, architecture, build, deployment and operations for AI as a Service for Mid-Market & Enterprise for Real Estate, aligned with your business priorities and operating constraints.
Most engagements reach a working pilot within 4-8 weeks, while larger rollouts run across phased waves over several months.
Yes. We integrate with cloud platforms, CRMs, ERPs, EHR, OT systems, analytics tools and other operational infrastructure depending on the use case.
Yes. We offer milestone-based pricing once scope, KPIs and delivery requirements are agreed.
You retain ownership of all workflows, integrations, prompts, infrastructure, systems and implementation assets.
We implement governance frameworks, observability, access controls, audit trails and compliance-aligned deployment practices.
We tune infrastructure, automate resource management, optimise deployment workflows and report operational cost back to teams and product lines.
Yes. We run managed operations with SRE, observability, on-call and continuous improvement.
