Plan By
Plan By: Transform architectural design with rapid, photorealistic visualization AI.. [Free Trial]
Last verified:
What is Plan By?
Plan By is Planby is a spatial AI platform tailored for architecture, interior design, real‑estate, and construction teams, combining visualization, intelligence, and automation into a single operating system. It generates production‑ready architectural visuals from sketches, references, and photos, enabling rapid design exploration and client‑ready proposals without traditional 3D rendering overhead. The platform also structures regulations, RFIs, defects, and project data into a connected knowledge graph so AI can search, classify, and reuse information across projects.
For real‑estate and construction, Planby powers virtual remodels, defect remediation intelligence, and automated proposal generation, turning listing notes, site photos, or sketches into photoreal renders in minutes. The system is positioned as a customizable SaaS solution that can be tailored to a firm’s standards, terminology, and deliverable formats, with demos and core‑function PoCs delivered within 2–3 weeks of onboarding. It suits architecture studios, design consultancies, real‑estate agencies, and large construction firms that want to reduce manual rendering, lower external production costs, and standardize AI‑driven workflows across teams.
Key audiences include architecture practices looking to accelerate design iteration, real‑estate brokers needing fast visualization for client proposals, and construction companies that want to systematize defect tracking, RFI handling, and safety‑related analysis. The platform emphasizes integration with existing workflows rather than replacing CAD or BIM tools, instead acting as an AI layer that connects tools, data pipelines, and education to create a durable, repeatable operating model for spatial design teams.
Plan By pricing
Pricing model: Freemium
Planby offers tiered SaaS plans starting with a Standard plan for small teams, then higher tiers tailored for collaboration and larger firms, with a base fee for 4 users and an additional per‑user cost per month. There is also an enterprise or custom plan for large firms that includes more advanced features, dedicated support, and deeper workflow integration, with pricing available by contacting the sales team. The website highlights that teams can save roughly 70 percent on costs by cutting outsourcing and software‑usage expenses, while cutting project time by around 90 percent through AI‑automated design and rendering workflows.
Plan By pros
- Generates photoreal architectural renders from photos or sketches in minutes
- Supports virtual renovation and interior‑option visualization for real‑estate proposals
- Reduces reliance on external CG studios and traditional rendering services
- Automates generation of client‑ready proposal visuals and marketing materials
- Creates 3D furniture layouts from single room images for space planning
- Offers AI‑powered interior option analysis and comparison views
- Builds an architecture‑specific ontology linking rules, RFIs, defects, and project data
- Classifies building defects and recommends remediation with cost and time estimates
- Helps standardize structural RFI handling and defect‑diagnosis criteria
- Integrates construction safety and regulatory checks into project workflows
- Provides a knowledge graph and data pipeline for cross‑project AI search and reuse
- Cuts AI onboarding time with demo and PoC delivery within 2–3 weeks
- Tailors AI models and deliverables to a firm’s internal standards and formats
- Scales AI adoption from small studios to large global enterprises
- Reduces sales and visualization costs versus manual or outsourced production
- Improves team productivity by automating repetitive rendering and admin tasks
- Enables consistent, repeatable visual outputs across multiple projects and teams
Plan By cons
- Not a general‑purpose AI tool; tightly focused on architecture and spatial design
- Requires initial setup and customization to map to a firm’s standards and data
- May need integration effort with existing CAD, BIM, or project management systems
- Pricing is not fully public and may require negotiation for enterprise cases
- Limited out‑of‑the‑box templates for non‑architecture verticals
- Workflow benefits depend heavily on internal process digitization and data quality
- Less suited for teams without clear standards or structured project data
- Support and refinement of AI models may require ongoing collaboration with the vendor
Frequently asked questions about Plan By
What does Planby do for architecture and design teams?
Planby is a spatial AI platform that automates architectural visualization, interior‑option analysis, and proposal generation for architecture and design teams. It takes sketches, photos, or simple models and turns them into production‑ready, photorealistic renders that can be used directly in client proposals or marketing. The platform also structures project data, regulations, and defect records into a connected knowledge graph so design teams can search, analyze, and reuse information across projects.
How does Planby help real‑estate and property sales teams?
For real‑estate teams, Planby extracts structural and spatial data from room photos and listing notes to generate virtual renovations and interior options that can be shown to clients in minutes. It automates the creation of proforma visuals and marketing assets, allowing agents to present multiple layout or design directions without waiting for traditional 3D studios. This reduces the cost and turnaround time for high‑quality visual proposals while improving client engagement and conversion.
What kind of AI models does Planby provide for construction and defects?
Planby offers several construction‑focused AI capabilities, including defect remediation intelligence that classifies defect types and recommends repair methods, estimated costs, and time needs. It also provides structural RFI intelligence and construction‑safety analysis, plus a knowledge graph that links regulations, standards, project data, and defect histories so AI can trace and reuse past decisions. These models aim to standardize diagnosis and reduce inconsistencies in how defects and RFIs are handled across projects.
Can Planby integrate with existing CAD or BIM tools?
Planby is designed to complement existing CAD and BIM workflows rather than replace them, acting as an AI layer on top of current tools. It can ingest data from sketches, models, and project documents, then generate visualizations and analyses that can be fed back into project files or used in client communications. Integration details and API support depend on the customer’s setup and are typically customized during implementation.
Is there a free trial or POC for Planby?
Planby offers a proof‑of‑concept process where teams can test core functions tailored to their data and workflows within 2–3 weeks. During this period, the vendor demonstrates key visualization, automation, or intelligence features using the client’s own standards, formats, and sample projects. A full free trial tier is not explicitly advertised; instead, interested teams contact Planby for a tailored demo and PoC package.
How long does it take to get started with Planby?
Planby emphasizes rapid onboarding, with demonstrations and core‑function PoCs that reflect a team’s own data and requirements delivered within 2–3 weeks. The exact ramp‑up time depends on how much customization is needed for the firm’s standards, terminology, and deliverable formats, but the platform is structured to move from initial engagement to a working pilot relatively quickly.
What are the differences between Planby’s pricing plans?
Planby’s pricing plans scale from a Standard tier for small teams to larger collaboration and enterprise tiers for firms with many users and complex workflows. The Standard plan includes core visualization and automation features, while higher tiers add faster processing, more storage, enhanced collaboration tools, and deeper integration options. Enterprise plans are custom‑priced and may include dedicated AI model training, extended support, and advanced security or compliance features.
What is Planby’s refund policy?
The refund policy for Planby is not fully detailed on the public site but is handled on a case‑by‑case basis, typically depending on the contract type, notice period, and whether services have already been delivered or customized. Customers are directed to contact Planby’s customer service or account team for specific refund‑related questions about their subscription or project contract.
Who typically uses Planby in practice?
Planby is used by architecture studios, design consultancies, real‑estate agencies, and construction firms that need fast, consistent visualization and AI‑driven analysis of spatial projects. Typical users include architects, interior designers, project managers, defect and safety coordinators, and real‑estate brokers who want to cut rendering costs and proposal‑preparation time. The platform is also adopted by large enterprises that want to standardize how AI is applied across multiple offices and projects.
How does Planby handle data privacy and security for customer projects?
Planby states that it customizes data handling and security measures to meet the standards and compliance requirements of each client, especially for large enterprises and regulated sectors. Customer data, project documents, and AI models are typically deployed within secure environments agreed upon during implementation, with options for on‑premise or private‑cloud hosting where needed. Specific policies and certifications are discussed directly with the client’s security or legal team during onboarding.