Baseline provides a neutral trust layer for property maintenance by generating an evidence‑based, confidence‑scored diagnosis and living scope before any vendor is dispatched. It aggregates tenant reports, property history, and multimodal data to produce a benchmarked repair estimate that all parties—owner, property manager, and vendor—can view and approve in real time, reducing duplicate discovery costs and accelerating decision making.
Funding
Funding not disclosed
Founders
Product
Problem
Property maintenance decisions suffer from fragmented information: tenants report symptoms, vendors lack a verified scope, and owners make decisions without an independent diagnosis. This leads to repeated on‑site visits, costly discovery, delayed approvals, and mistrust among parties.
Solution
Baseline acts as a neutral trust layer that creates an evidence‑based, confidence‑scored diagnosis and living scope before any vendor is dispatched. Tenants submit photos, text, and equipment history, which Baseline’s multimodal analytics combine with regional pricing benchmarks and a repair library to produce a structured scope with material, labor, and alternative options. The scope updates in real time as work progresses and is priced against comparable jobs, providing owners, project managers, and vendors with a single verified number. Quality gates ensure that payments are released only on verified completion, and vendor reputation is tracked across the network, aligning incentives and reducing redundant discovery costs.
Target Audience
Primary customers are property owners, property‑management firms, and maintenance vendors who need a reliable, data‑driven process for diagnosing and quoting repair work across residential and commercial portfolios.
Features
- Multimodal diagnostic engine that ingests tenant photos, text, and property history to generate a root‑cause analysis with a confidence score
- Living scope that automatically adjusts materials, labor, and alternatives as the repair progresses
- Regional pricing benchmarks that produce cost ranges for each scope option, enabling transparent, data‑driven quotes
- One‑page decision packet for owners with plain‑language summaries, scenario comparisons, and benchmarked pricing
- Quality‑gate workflow that validates completed work before payment release and records vendor reputation for future jobs
- Integrated platform for tenants, project managers, and vendors to view the same verified scope and status updates in real time