XYZ.dev is an AI-native solution studio that designs, builds, and ships AI-powered software including full-stack AI apps, autonomous agents, and GPU infrastructure. They deliver AI products and multi-tenant SaaS platforms rapidly, from architecture to production, owning the codebase.
IN THE FIELD GUIDE
seedinov
seedinov.com
SeedInov is a custom software and AI development company delivering production-ready AI solutions including LLM integrations and voice AI agents within 30-60 days. They serve startups and enterprises with over 200 projects completed across 8 countries, focusing on practical, scalable AI products that improve operations and user experience.
THE PRODUCT, BEYOND THE PITCH
Automatically researched · Not editorially reviewed · Sources checked Nov 2, 2026
A good fit for
- Startups building AI-first products and enterprises modernizing legacy systems or adding AI capabilities to existing platforms.
- Service-based businesses, healthcare providers, real estate agencies, call centers, customer support teams, legal practices, and dental offices needing intelligent voice AI systems.
Know the limitations
- Focuses on AI solutions that require compliance such as HIPAA, GDPR, and SOC 2, implying suitability for regulated industries but may not cater to non-compliant or less regulated sectors.
What you can do
- Automating workflows, improving decision-making, and creating intelligent user experiences for SaaS, healthcare, and ecommerce companies.
- Developing AI voice assistants that handle customer calls, qualify leads, book appointments, and provide 24/7 support with human-like interactions.
Features
- Custom AI development including machine learning, NLP, computer vision, predictive analytics, and AI strategy consulting.
- Custom software engineering covering web and mobile applications, enterprise systems, API development, and cloud-native architectures.
- AI voice assistant development with voice-to-text transcription, automated appointment scheduling, intelligent call routing, multi-language support, and IVR replacement.
- Microsoft Power BI development including custom dashboards, star-schema data modeling, DAX engineering, embedded analytics, AI-powered forecasting, and managed services.
Integrations
Not confirmed yet.
Platforms & data export
- Cloud platforms including AWS, Google Cloud Platform, Azure, Kubernetes, Docker, and CI/CD pipelines.
- Voice AI platforms and APIs such as Twilio Voice API, OpenAI Whisper, Google Speech-to-Text, Deepgram, ElevenLabs, WebRTC, Asterisk, and FreeSWITCH.
THE COST FOR YOUR TEAM
Go beyond the starting price.
Published plan prices for your team size and usage. Results update as you type. Taxes, currency conversion and unlisted add-ons are excluded, and anything the source did not state is called out rather than guessed.
Known monthly subtotal
$0.00/month
1 of 1 tools could not be priced with these inputs, so this is not the full cost.
| Tool / plan | Monthly | Per year | What this assumes |
|---|---|---|---|
| No pricing recorded yet. Check the official site, or ask the owner to add it. | |||
A practical workflow
- Step 01 involves business problem analysis, data quality assessment, AI feasibility study with ROI projection, and technology stack recommendation.
- Step 03 MVP development includes core AI functionality implementation, frontend and backend development, cloud infrastructure setup, and bi-weekly demos with iterative feedback.
Based on the sources below. Editorial review does not imply hands-on product testing.
Alternatives to explore
Filter alternatives →Candidates based on category and primary feature. Check feature and pricing differences before switching.
Essentialisms
✓ ReviewedEssentialisms is an AI engineering and software consulting practice based in Berlin, Germany, offering fractional CTO services, AI engineering, and technical leadership for startups and scale-ups. They specialize in shipping LLM features, RAG systems, AI agents, and provide hands-on embedding with client teams to transfer knowledge and deliver production-ready AI solutions.
polyfactor
✓ ReviewedPolyfactor builds AI and software systems that significantly enhance workforce productivity, delivering from concept to operational system within weeks. They focus on GDPR-compliant AI integration and full-stack engineering, primarily serving mid-market companies in the DACH region.
ailix
✓ ReviewedAilix is an AI transformation accelerator based in Montpellier and Paris that offers AI audits, executive training, automation, and business applications development. They deliver AI systems connected to client software, focusing on measurable priorities, production deployment, and delivering versioned code.
What changed
2 recorded changes · latest 11/2/2026
Changes to the facts recorded here, not a live scan of every vendor update. Save this tool to follow updates in your account.
Updated: best for, features, limitations, platforms, summary, use cases, walkthrough
See recorded changes
bestForBefore: ["Startups and enterprises seeking practical, scalable AI solutions that improve operations and user experience."]
After: ["Startups building AI-first products and enterprises modernizing legacy systems or adding AI capabilities to existing platforms.","Service-based businesses, healthcare providers, real estate agencies, call centers, customer support teams, legal practices, and dental offices needing intelligent voice AI systems."]
featuresBefore: ["Custom AI development using machine learning, large language models, and deep learning.","LLM integration and retrieval-augmented generation (RAG) systems.","AI voice agents and chatbots development."]
After: ["Custom AI development including machine learning, NLP, computer vision, predictive analytics, and AI strategy consulting.","Custom software engineering covering web and mobile applications, enterprise systems, API development, and cloud-native architectures.","AI voice assistant development with voice-to-text transcription, automated appointment scheduling, intelligent call routing, multi-language support, and IVR replacement.","Microsoft Power BI development including custom dashboards, star-schema data modeling, DAX engineering, embedded analytics, AI-powered forecasting, and managed services."]
limitationsBefore: []
After: ["Focuses on AI solutions that require compliance such as HIPAA, GDPR, and SOC 2, implying suitability for regulated industries but may not cater to non-compliant or less regulated sectors."]
platformsBefore: []
After: ["Cloud platforms including AWS, Google Cloud Platform, Azure, Kubernetes, Docker, and CI/CD pipelines.","Voice AI platforms and APIs such as Twilio Voice API, OpenAI Whisper, Google Speech-to-Text, Deepgram, ElevenLabs, WebRTC, Asterisk, and FreeSWITCH."]
summaryBefore: "SeedInov is a custom AI software development company with over 10 years of experience and 200+ projects delivered globally. They specialize in building production-ready AI solutions including LLM integrations, AI voice agents, and autonomous systems within 30-60 days."
After: "SeedInov is a custom software and AI development company delivering production-ready AI solutions including LLM integrations and voice AI agents within 30-60 days. They serve startups and enterprises with over 200 projects completed across 8 countries, focusing on practical, scalable AI products that improve operations and user experience."
useCasesBefore: ["Building AI MVPs, automating internal workflows, and modernizing legacy platforms."]
After: ["Automating workflows, improving decision-making, and creating intelligent user experiences for SaaS, healthcare, and ecommerce companies.","Developing AI voice assistants that handle customer calls, qualify leads, book appointments, and provide 24/7 support with human-like interactions."]
walkthroughBefore: ["Step 1: AI discovery and feasibility study including business problem analysis and ROI projection.","Step 2: Architecture and model design including system architecture, model selection, and API design.","Step 3: MVP development with core AI features, cloud deployment, and iterative feedback over 4 to 6 weeks."]
After: ["Step 01 involves business problem analysis, data quality assessment, AI feasibility study with ROI projection, and technology stack recommendation.","Step 03 MVP development includes core AI functionality implementation, frontend and backend development, cloud infrastructure setup, and bi-weekly demos with iterative feedback."]
Updated: features, walkthrough
See recorded changes
featuresBefore: ["LLM integration and retrieval-augmented generation (RAG) systems.","AI voice agents and chatbots development."]
After: ["Custom AI development using machine learning, large language models, and deep learning.","LLM integration and retrieval-augmented generation (RAG) systems.","AI voice agents and chatbots development."]
walkthroughBefore: ["Step 1: AI discovery and feasibility including business problem analysis, data quality assessment, and AI feasibility study with ROI projection.","Step 2: Architecture and model design including system architecture, AI model selection or custom training, API design, and UI/UX wireframes.","Step 3: MVP development with core AI features, cloud deployment, frontend and backend development, and iterative feedback."]
After: ["Step 1: AI discovery and feasibility study including business problem analysis and ROI projection.","Step 2: Architecture and model design including system architecture, model selection, and API design.","Step 3: MVP development with core AI features, cloud deployment, and iterative feedback over 4 to 6 weeks."]
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