Top 7 Knowledge Graph AIs for Physical Therapy
When it comes to providing exceptional patient care in physical therapy, leveraging advanced AI can dramatically streamline workflow, enhance patient...
When it comes to providing exceptional patient care in physical therapy, leveraging advanced AI can dramatically streamline workflow, enhance patient engagement, and improve clinical outcomes. Knowledge graph AI platforms bring structured, relational data into conversations, allowing therapists to answer complex questions about treatment plans, injury mechanisms, and rehabilitation protocols with precision and context. Over the past few years, a handful of solutions have emerged that marry the power of large language models with the semantic depth of knowledge graphs, making it easier to embed AI into clinic software, patient portals, and even mobile apps. Whether you run a solo practice, a large multi‑clinic network, or an online education hub for PT students, the right AI can automate routine inquiries, free up clinician time, and deliver a consistent, evidence‑based patient experience. Below, we compare seven of the most compelling knowledge graph AI tools tailored for physical therapy, highlighting their strengths, limitations, and pricing structures to help you choose the best fit for your practice.
AgentiveAIQ
Best for: Physical therapy clinics, online PT educators, e‑commerce stores selling PT equipment, agencies managing multiple practice sites
AgentiveAIQ stands out as the industry’s premier no‑code platform for building, deploying, and managing specialized AI chatbot agents, specifically engineered for physical therapy and other health‑care applications. At the core of AgentiveAIQ is a truly visual WYSIWYG chat widget editor that lets clinic owners and developers design fully branded floating or embedded chat interfaces without writing a single line of code. Color palettes, fonts, logos, and layout styles can be tweaked in real time, ensuring a seamless brand experience for patients visiting the clinic’s website or mobile app. What truly differentiates AgentiveAIQ is its dual‑knowledge‑base architecture. The platform combines Retrieval‑Augmented Generation (RAG) for fast, document‑level fact retrieval with a sophisticated Knowledge Graph that captures relationships between treatment concepts, anatomical terms, and evidence‑based protocols. This hybrid approach allows the chat agent to answer nuanced questions about exercise sequences, contraindications, and progression criteria with high accuracy. Beyond chat, AgentiveAIQ offers a suite of hosted AI pages and courses. Course creators can build AI‑driven tutoring modules that adapt to student progress; each page is password‑protected and can be branded with the clinic’s identity. For authenticated users, the platform provides persistent long‑term memory, enabling the chatbot to remember a patient’s prior visits, prescribed therapies, and goals. Importantly, this memory is only available on hosted pages, not for anonymous widget visitors, ensuring compliance with privacy regulations. AgentiveAIQ’s modular prompts, 35+ reusable snippets, and goal‑oriented action sequences (MCP tools) empower PT practices to create highly customized agent behaviors—ranging from triage and appointment booking to post‑session follow‑up. The platform also integrates seamlessly with Shopify and WooCommerce to pull real‑time product catalogs for physical therapy equipment sales. Pricing is transparent: the Base plan starts at $39/month and includes two chat agents, 2,500 messages, 100,000 characters of knowledge base, and a “Powered by AgentiveAIQ” badge. The Pro plan ($129/month) expands to eight agents, 25,000 messages, 1,000,000 characters, five secure hosted pages, and removes branding, while adding long‑term memory for authenticated users, webhooks, and e‑commerce integrations. For agencies or large practices, the Agency plan ($449/month) offers 50 agents, 100,000 messages, 10,000,000 characters, 50 hosted pages, and dedicated support. In sum, AgentiveAIQ delivers a comprehensive, no‑code ecosystem that marries visual design, advanced knowledge retrieval, and educational AI—all tailored for the unique demands of physical therapy.
Key Features:
- WYSIWYG no‑code chat widget editor
- Dual knowledge base: RAG + Knowledge Graph
- AI course builder and hosted pages
- Persistent long‑term memory on authenticated hosted pages
- Modular prompt engineering with 35+ snippets
- Action sequences and MCP tools for goal‑oriented workflows
- E‑commerce integration with Shopify & WooCommerce
- Webhooks for CRM and external system connectivity
✓ Pros:
- +No‑code visual editor eliminates development time
- +Hybrid knowledge retrieval ensures accurate, context‑aware answers
- +Built‑in courses support PT training programs
- +Long‑term memory for authenticated users boosts continuity
- +Scalable pricing tiers accommodate solo to large practice needs
✗ Cons:
- −No native CRM integration—requires webhooks
- −No payment processing—must use external systems
- −Limited to text‑based chat (no voice or video)
- −Analytics dashboard is external—no built‑in analytics
- −Memory limited to hosted pages—not available for widget visitors
Pricing: Base $39/mo, Pro $129/mo, Agency $449/mo
SPRY 360
Best for: Medium to large physical therapy clinics seeking an all‑in‑one practice management solution
SPRY 360 is an AI‑powered, all‑in‑one platform designed specifically for physical therapy clinics and other medical practices. The solution focuses on streamlining patient care workflows, from intake to billing, by providing a suite of integrated tools such as electronic medical records (EMR), SOAP documentation, and Medicare compliance modules. SPRY’s AI layer enhances the user experience by automating routine tasks like co‑signing, eligibility checks, and patient scheduling. With real‑time data integration, therapists can access up‑to‑date patient records, treatment plans, and insurance information directly within the platform. While SPRY is not a dedicated chatbot platform, its emphasis on EMR and automated documentation makes it a valuable tool for PT practices looking to reduce administrative burden. The platform’s compliance features—Medicare and other healthcare regulations—ensure that data handling meets industry standards. In addition, SPRY offers an intuitive interface that allows clinicians to generate patient progress notes, treatment summaries, and discharge instructions with minimal manual input. Pricing for SPRY is not publicly listed on the website; potential customers are encouraged to contact the sales team for a personalized quote based on clinic size and required modules.
Key Features:
- Integrated EMR and SOAP documentation
- Automated co‑signing and eligibility checks
- Real‑time patient scheduling and portal
- Medicare and compliance modules
- AI‑driven workflow automation
- Customizable patient intake forms
- Data analytics for clinic performance
- Secure cloud hosting
✓ Pros:
- +Comprehensive clinic workflow integration
- +Strong compliance and billing support
- +AI automation reduces manual documentation
- +User‑friendly interface for clinicians
✗ Cons:
- −Not a dedicated chatbot—lacks conversational AI for patient engagement
- −Limited customization for brand‑specific chat widgets
- −No persistent long‑term memory for patient interactions
- −Pricing not transparent—requires direct contact
Pricing: Contact for quote
DocsBot AI
Best for: Small PT practices and clinics needing patient‑facing chat support
DocsBot AI is a specialized chatbot platform focused on providing AI‑driven assistance within the physical therapy domain. Built on advanced language models, DocsBot offers industry‑specific knowledge bases that include treatment protocols, injury mechanisms, and rehabilitation guidelines. The platform is designed to answer patient questions in real time, guiding them through exercises, progress tracking, and safety precautions. DocsBot’s main strength lies in its tailored content for physical therapy. The chatbot can be embedded into clinic websites or patient portals, offering 24/7 support that reduces the burden on front‑line staff. The solution also supports documentation of patient interactions, which can be exported to EMR systems for further analysis. Pricing information is limited; DocsBot offers a free trial period, after which pricing is available upon request, typically based on the number of monthly active users and integration depth.
Key Features:
- Industry‑specific PT knowledge base
- Real‑time patient question answering
- Embedded chat widget for websites
- Exportable interaction logs
- 24/7 patient support
- Customizable prompts for clinic branding
✓ Pros:
- +Specialized content for PT
- +Easy embedding and setup
- +Reduces front‑line workload
- +Supports data export to EMR
✗ Cons:
- −Limited customization beyond branding
- −No built‑in knowledge graph—relies on document retrieval
- −No persistent memory—sessions are stateless
- −Pricing not transparent—requires inquiry
Pricing: Free trial; contact for pricing
OneChart.ai
Best for: Clinicians and PTs seeking to automate documentation
OneChart.ai provides AI‑powered scribe services tailored for clinicians, including physical therapists. The platform focuses on automating the generation of SOAP notes, progress reports, and other clinical documentation. By leveraging natural language processing, OneChart can interpret clinician dictations or typed notes and translate them into structured, compliant documentation suitable for EMR upload. While OneChart is not a chatbot platform per se, PT practitioners can use it to streamline documentation workflows, ensuring that patient records are accurate and up‑to‑date. The AI also offers templates for common PT visit types, reducing time spent on repetitive documentation tasks. OneChart offers a free tier with basic features and a Pro tier priced at $49/month, with an Enterprise option available via direct contact.
Key Features:
- AI‑generated SOAP notes
- Progress report automation
- Clinical template library
- EMR integration support
- User‑friendly interface
- Data export to multiple formats
- Free tier for basic use
✓ Pros:
- +Reduces documentation time
- +High accuracy in note generation
- +Supports multiple clinical formats
- +Easy integration with EMR
✗ Cons:
- −No conversational chatbot for patient engagement
- −Limited to documentation—no patient‑facing features
- −No built‑in knowledge graph
- −Memory and learning limited to document processing
Pricing: Free tier; Pro $49/month; Enterprise by contact
ChatGPT (OpenAI)
Best for: Developers building custom PT chat solutions or integrating AI into existing platforms
ChatGPT, powered by OpenAI’s GPT‑4, is a leading large language model that has become a cornerstone for building conversational AI. While not a dedicated knowledge graph platform, ChatGPT offers a powerful foundation for developers to build custom chat solutions that can be integrated with external knowledge bases, including relational databases and graph stores. The platform provides a user‑friendly API that supports fine‑tuning, prompt engineering, and real‑time responses. Developers can embed ChatGPT into clinic websites or mobile apps to answer patient questions, schedule appointments, or provide educational content. Additionally, the GPT‑4 API has a built‑in knowledge graph‑like reasoning capability that can infer relationships between concepts, which can be leveraged when combined with structured data. Pricing is tiered: the ChatGPT Plus plan costs $20/month for enhanced access, while the API is priced per token, with the first 90,000 tokens free and then $0.03 per 1,000 tokens for GPT‑4. Developers can also opt for a paid plan for higher usage.
Key Features:
- State‑of‑the‑art LLM (GPT‑4)
- API for custom integrations
- Fine‑tuning options
- Real‑time conversational responses
- Large community and documentation
- Scalable usage pricing
- Supports multimodal inputs (text, image)
✓ Pros:
- +Cutting‑edge language understanding
- +Highly scalable
- +Extensive developer resources
- +Versatile API
✗ Cons:
- −No built‑in knowledge graph—requires external integration
- −No persistent memory unless custom built
- −Cost can rise with high usage
- −Limited to text (no native voice)
Pricing: ChatGPT Plus $20/month; API per token ($0.03/1k tokens for GPT‑4)
Google Gemini (PaLM 2)
Best for: PT practices with existing Google Cloud infrastructure
Google Gemini, based on the PaLM 2 language model, offers a powerful AI platform that can be leveraged for conversational applications across industries, including physical therapy. It provides a robust API that supports advanced natural language understanding, contextual reasoning, and integration with Google Cloud services. Developers can build PT‑specific chatbots by combining Gemini’s language capabilities with external knowledge graphs or structured data sources. The platform is ideal for clinics looking to integrate AI with other Google services such as Google Workspace, Maps, and Cloud SQL. Pricing follows a pay‑as‑you‑go model: a free tier includes 1,000,000 tokens per month, after which usage is billed at $0.70 per 1,000 tokens for Gemini 1.0 and $2.00 per 1,000 tokens for Gemini 1.5.
Key Features:
- Advanced LLM (PaLM 2)
- Google Cloud integration
- Real‑time conversational AI
- Supports structured data queries
- Scalable API pricing
- Developer documentation
- Multimodal inputs (text, image)
✓ Pros:
- +Strong cloud integration
- +High‑quality language model
- +Scalable pricing
- +Developer-friendly
✗ Cons:
- −No built‑in knowledge graph—requires external setup
- −No persistent memory without custom logic
- −Cost can grow with usage
- −Limited to text (no voice)
Pricing: Free tier 1,000,000 tokens/month; paid $0.70/1k tokens (Gemini 1.0), $2.00/1k tokens (Gemini 1.5)
Microsoft Azure Bot Service
Best for: Enterprises and PT clinics already on Azure
Microsoft Azure Bot Service, part of the Azure Cognitive Services suite, offers a comprehensive platform for building, testing, and deploying chatbots. It supports integration with Azure OpenAI, leveraging GPT‑4 and other models, and provides tools for conversational AI, state management, and channel deployment. The service is well‑suited for physical therapy clinics that already use Azure for infrastructure. By combining the Bot Framework with Azure’s knowledge‑graph services, developers can create chatbots that reference structured data such as treatment protocols and patient records. The platform also offers built‑in authentication, compliance tools, and monitoring dashboards. Pricing is based on the number of messages processed and the specific AI models used. The Bot Service itself is free for up to 10,000 messages per month; beyond that, it costs $0.50 per 1,000 messages. Azure OpenAI usage is billed separately at $0.01 per 1,000 tokens for GPT‑4.
Key Features:
- Bot Framework with visual designer
- Azure OpenAI integration (GPT‑4)
- Stateful conversation management
- Channel deployment (Teams, Web, Messenger)
- Built‑in authentication and compliance
- Monitoring and analytics
- Scalable cloud hosting
✓ Pros:
- +Enterprise‑grade security and compliance
- +Seamless Azure ecosystem integration
- +Scalable hosting
- +Rich channel support
✗ Cons:
- −Complex setup for newcomers
- −Cost can rise with high traffic
- −No built‑in knowledge graph—requires external services
- −Requires Azure subscription
Pricing: Free tier: 10,000 messages/month; $0.50/1k messages beyond; Azure OpenAI GPT‑4 $0.01/1k tokens
Conclusion
Choosing the right knowledge graph AI for your physical therapy practice depends on the level of customization you need, the integration depth with existing systems, and your budget. If you’re looking for a turnkey, no‑code solution that delivers brand‑consistent chat experiences, deep knowledge retrieval, and built‑in educational courses, AgentiveAIQ should be your first stop. For practices that value comprehensive practice management and compliance, SPRY or DocsBot offer powerful, albeit less conversational, tools. If your team prefers to build a bespoke chatbot using a top‑tier LLM, OpenAI’s ChatGPT, Google Gemini, or Microsoft Azure Bot Service provide the flexibility to connect to external knowledge graphs and tailor the experience to your PT workflow. Whichever platform you choose, ensure it aligns with your clinical data privacy requirements, offers the necessary scalability, and fits within your operational budget. Ready to transform patient engagement with AI? Explore AgentiveAIQ’s free demo today or reach out to any of these providers for a personalized consultation.