MLS, Listings and Market Data Pipelines
Pipelines for MLS feeds, listing platforms, market comps, public records and third-party market data.
Build real estate data pipelines that survive contact with reality.
Logiciel builds and operates data pipelines for real estate operators, REITs, brokerages and PropTech. MLS feeds, property management, leasing, accounting, CRM and building IoT data, moved into your analytical platform with SLAs and on-call. We work alongside data engineering, analytics and product teams to deliver pipelines you can trust for investor reporting, operations and AI use cases.
Real estate has more data source variety than almost any non-financial industry.
We give real estate data teams pipelines they can rely on.
We cover the pipeline patterns that recur across real estate.
Pipelines for MLS feeds, listing platforms, market comps, public records and third-party market data.
Pipelines for Yardi, MRI, Entrata, RealPage, AppFolio, Buildium and similar platforms.
Pipelines for Salesforce, HubSpot and brokerage CRM systems with lead source attribution and pipeline analytics.
Pipelines from accounting systems, fund administration and investor reporting platforms.
Streaming and batch pipelines for HVAC, energy, access, occupancy and tenant experience data.
CDC pipelines from operational systems and streaming pipelines for real-time use cases.
Monitoring, SLAs and on-call for pipelines that feed investor reporting, operations and PropTech products.
A long-running team of data engineers and platform engineers embedded in your data function.
Senior data engineers who reinforce your in-house team during specific build phases.
Fixed-scope work, for example a property management integration, an MLS pipeline rollout or a streaming use case launch.
MLS and Market Data Pipelines
Pipelines for MLS feeds, listing platforms, market comps, public records and third-party market data.
Property Management Pipelines
Pipelines for Yardi, MRI, Entrata, RealPage, AppFolio, Buildium and similar platforms.
CRM and Brokerage Pipelines
Pipelines for Salesforce, HubSpot and brokerage CRM systems with attribution and pipeline analytics.
Finance and Investment Pipelines
Pipelines from accounting systems, fund administration and investor reporting platforms.
Building IoT and Operations Pipelines
Streaming and batch pipelines for HVAC, energy, access, occupancy and tenant experience data.
CDC and Streaming Pipelines
CDC pipelines from operational systems and streaming pipelines for real-time use cases.
Pipeline Reliability Engineering
Monitoring, SLAs, on-call and incident response for real estate data pipelines.
Pipeline FinOps
Cost reporting tied to data products, use cases and product lines.
Patterns from our delivery teams that have run through real real estate deployments.
Real Estate Pipeline Framework
A reference framework for batch, streaming and CDC pipelines that supports real estate operations, finance and PropTech.
Real Estate Pipeline SLA Pattern
A practical pattern for SLAs per data product, including freshness, volume, schema and quality.
We map source systems, data flows, identifiers and use cases.
We design a shared pipeline framework with patterns for batch, streaming and CDC.
We build pipelines in code, with testing, lineage and observability, and onboard the first data products.
We define SLAs per data product, set up monitoring and establish on-call.
We move into a steady-state operating model with monitoring, on-call and a backlog of improvements.
Ready to make Data Pipeline Services for Real Estate a reliable foundation for analytics, AI and operations? Partner with Logiciel to design, build and operate Data Pipeline Services for Real Estate that engineering, security and business teams can all defend.
We cover strategy, architecture, build, deployment and operations for Data Pipeline Services 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.