End-to-End Enterprise AI, Architected for Scale.
Turn Every Meeting Into Clear, Actionable Notes, Instantly
From production-grade conversational agents to advanced propensity engines, Xantyr builds and deploys AI architecture that drives real business outcomes.
Intelligence Deployed at Enterprise Scale
Make Every
Meeting Count
Move beyond off-the-shelf models. Xantyr builds custom AI pipelines that integrate directly into your existing infrastructure to solve your most complex operational challenges.
Move beyond off-the-shelf models. Xantyr builds custom AI pipelines that integrate directly into your existing infrastructure to solve your most complex operational challenges.
Production-Grade Conversational Agents
Our AI captures every key idea, decision, and task automatically — so you can stay focused on the discussion, not the typing.
Voice Assitant
Speaker
Transcript
4:20
4:20
Brad Pitt
I’ve been reviewing the AI note summary logic, and I think it’s too focused on individual sentences rather than themes. For example, when someone discusses three points under the same topic, it still breaks them into separate highlights. It looks fragmented in the recap. I’d rather have it group related ideas together — maybe through semantic clustering
4:20
Anwar Raza
I’ve been reviewing the AI note summary logic, and I think it’s too focused on individual sentences rather than themes. For example, when someone discusses three points under the same topic, it still breaks them into separate highlights. It looks fragmented in the recap. I’d rather have it group related ideas together — maybe through semantic clustering
1:05
Sarah
Yeah, I see what you mean. Right now, the summarizer is built to trigger whenever it detects a transition phrase, like “next,” “also,” or “another thing.” It’s good for structure but bad for flow. We can change that by using context windows — say, two minutes of dialogue — and summarize based on meaning overlap rather than sentence boundaries. That way, it understands we’re still under the same topic.
1:05
Sarah
Yeah, I see what you mean. Right now, the summarizer is built to trigger whenever it detects a transition phrase, like “next,” “also,” or “another thing.” It’s good for structure but bad for flow. We can change that by using context windows — say, two minutes of dialogue — and summarize based on meaning overlap rather than sentence boundaries. That way, it understands we’re still under the same topic.
Production-Grade Conversational Agents
Our AI captures every key idea, decision, and task automatically — so you can stay focused on the discussion, not the typing.
Voice Assitant
Speaker
Transcript
4:20
4:20
Brad Pitt
I’ve been reviewing the AI note summary logic, and I think it’s too focused on individual sentences rather than themes. For example, when someone discusses three points under the same topic, it still breaks them into separate highlights. It looks fragmented in the recap. I’d rather have it group related ideas together — maybe through semantic clustering
4:20
Anwar Raza
I’ve been reviewing the AI note summary logic, and I think it’s too focused on individual sentences rather than themes. For example, when someone discusses three points under the same topic, it still breaks them into separate highlights. It looks fragmented in the recap. I’d rather have it group related ideas together — maybe through semantic clustering
1:05
Sarah
Yeah, I see what you mean. Right now, the summarizer is built to trigger whenever it detects a transition phrase, like “next,” “also,” or “another thing.” It’s good for structure but bad for flow. We can change that by using context windows — say, two minutes of dialogue — and summarize based on meaning overlap rather than sentence boundaries. That way, it understands we’re still under the same topic.
1:05
Sarah
Yeah, I see what you mean. Right now, the summarizer is built to trigger whenever it detects a transition phrase, like “next,” “also,” or “another thing.” It’s good for structure but bad for flow. We can change that by using context windows — say, two minutes of dialogue — and summarize based on meaning overlap rather than sentence boundaries. That way, it understands we’re still under the same topic.
Predictive Propensity Engines
Transform raw data into strategic foresight. We implement comparative model analysis and deep predictive analytics to uncover hidden patterns, optimize planning, and drive measurable outcomes.
Summary
Sarah and Mark discussed improving the AI meeting assistant’s summarization system. Sarah noted that the current model breaks related ideas into separate highlights, making recaps feel fragmented. Mark explained the summarizer’s current logic and suggested using larger context windows to group related topics. They agreed to implement semantic clustering and link summaries to specific time ranges for better interactivity. Mark also proposed adding topic-based color segments on the transcript timeline.
Sarah Lee
00:10
Hey everyone, let’s start with last week’s updates.
Riley Aliet
00:30
The new dashboard layout is live, added AI note summary and action item tags.
Mark
00:57
Fixed the mobile scroll bug, all smooth now.
Tom
01:01
That’s on track for today, just final testing on usage metrics.
Predictive Propensity Engines
Transform raw data into strategic foresight. We implement comparative model analysis and deep predictive analytics to uncover hidden patterns, optimize planning, and drive measurable outcomes.
Summary
Sarah and Mark discussed improving the AI meeting assistant’s summarization system. Sarah noted that the current model breaks related ideas into separate highlights, making recaps feel fragmented. Mark explained the summarizer’s current logic and suggested using larger context windows to group related topics. They agreed to implement semantic clustering and link summaries to specific time ranges for better interactivity. Mark also proposed adding topic-based color segments on the transcript timeline.
Sarah Lee
00:10
Hey everyone, let’s start with last week’s updates.
Riley Aliet
00:30
The new dashboard layout is live, added AI note summary and action item tags.
Mark
00:57
Fixed the mobile scroll bug, all smooth now.
Tom
01:01
That’s on track for today, just final testing on usage metrics.
Architected for Your Toughest Bottlenecks
Architected for Your Toughest Bottlenecks
We don't just build models; we build deployable solutions that integrate seamlessly into your workflows to optimize planning, automate outreach, and scale your operations.
Turn every meeting into clear summaries, searchable notes, and action-ready insights, all in one seamless workspace.
Today's Meeting Actions
You are almost there, complete the following as discussed in the meeting.
Implement semantic clustering for related discussion points
Update summarizer logic to use 2-minute context windows
Add “topic_id” tags with start/end timestamps to transcript schema
Automated Prospecting & Outreach
Supercharge your CRM and sales pipeline. We build custom AI assistants capable of generating personalized outbound emails at scale and assigning intelligent AI prospecting scores to prioritize your highest-value targets.
Today's Meeting Actions
You are almost there, complete the following as discussed in the meeting.
Implement semantic clustering for related discussion points
Update summarizer logic to use 2-minute context windows
Add “topic_id” tags with start/end timestamps to transcript schema
Automated Prospecting & Outreach
Supercharge your CRM and sales pipeline. We build custom AI assistants capable of generating personalized outbound emails at scale and assigning intelligent AI prospecting scores to prioritize your highest-value targets.
Marketing strategy update
Team blockers
Deadline confirmation
Performance summary
Budget approval
Next sprint goals
Client feedback
Action items
Feature launch timeline
Design review notes
Follow-up tasks
Key decisions
Action items
Client feedback
Next sprint goals
Budget approval
Performance summary
Deadline confirmation
Team blockers
Marketing strategy update
Action items
Client feedback
Next sprint goals
Budget approval
l
Intelligent Supply Chain & Logistics
Streamline production planning from end to end. Our systems handle complex site and batch allocation, dynamic delivery partner recommendations, and carrier routing to optimize your entire operational footprint.
Marketing strategy update
Team blockers
Deadline confirmation
Performance summary
Budget approval
Next sprint goals
Client feedback
Action items
Feature launch timeline
Design review notes
Follow-up tasks
Key decisions
Action items
Client feedback
Next sprint goals
Budget approval
Performance summary
Deadline confirmation
Team blockers
Marketing strategy update
Action items
Client feedback
Next sprint goals
Budget approval
l
Intelligent Supply Chain & Logistics
Streamline production planning from end to end. Our systems handle complex site and batch allocation, dynamic delivery partner recommendations, and carrier routing to optimize your entire operational footprint.
Summary
Ai
02 Jan
Charles
+2
01:12:43
Sarah and Mark discussed improving the AI meeting assistant’s summarization system. Sarah noted that the current model breaks related ideas into separate highlights, making recaps feel fragmented. Mark explained the summarizer’s current logic and suggested using larger context windows to group related topics. They agreed to implement semantic clustering and link summaries to specific time ranges for better interactivity. Mark also proposed adding topic-based color segments on the transcript timeline.
Ai generated this summary using recording.
Enterprise Voice AI Platforms
Share summaries, comment, and track follow-ups, all in one place.
Summary
Ai
02 Jan
Charles
+2
01:12:43
Sarah and Mark discussed improving the AI meeting assistant’s summarization system. Sarah noted that the current model breaks related ideas into separate highlights, making recaps feel fragmented. Mark explained the summarizer’s current logic and suggested using larger context windows to group related topics. They agreed to implement semantic clustering and link summaries to specific time ranges for better interactivity. Mark also proposed adding topic-based color segments on the transcript timeline.
Ai generated this summary using recording.
Enterprise Voice AI Platforms
Share summaries, comment, and track follow-ups, all in one place.
Secure Infrastructure & Migration
Deploy highly specialized voice and multimodal AI assistants. We architect custom conversational platforms that provide fluid, context-aware engagement for complex enterprise and public-sector environments.
Secure Infrastructure & Migration
End-to-end encryption ensures your conversations stay private and secure.
What You Can Expect From Xantyr Architecture
What You Can Expect From Xantyr Architecture
Reliable, scalable, and secure AI pipelines engineered to integrate directly into your enterprise stack and drive measurable business outcomes.
Reliable, scalable, and secure AI pipelines engineered to integrate directly into your enterprise stack and drive measurable business outcomes.
Custom Propensity Models
Generate highly accurate predictive scoring and forensic SHAP analysis tailored specifically to your proprietary datasets.
Custom Propensity Models
Generate highly accurate predictive scoring and forensic SHAP analysis tailored specifically to your proprietary datasets.
Intelligent Automation
Extract critical data points and automate complex workflows, from supply chain logistics to personalized CRM outreach.
Intelligent Automation
Extract critical data points and automate complex workflows, from supply chain logistics to personalized CRM outreach.
Omnichannel Integration
Seamlessly deploy conversational AI across global retail interfaces, internal portals, and specialized enterprise applications.
Omnichannel Integration
Seamlessly deploy conversational AI across global retail interfaces, internal portals, and specialized enterprise applications.
Architected for Scale
Built to handle massive query volumes and dynamic batch allocations without compromising response latency or accuracy.
Architected for Scale
Built to handle massive query volumes and dynamic batch allocations without compromising response latency or accuracy.
Multimodal Platforms
Go beyond text with specialized voice and visual AI assistants designed for sophisticated public-sector and corporate environments.
Multimodal Platforms
Go beyond text with specialized voice and visual AI assistants designed for sophisticated public-sector and corporate environments.
Enterprise-Grade Security
Your data remains completely ring-fenced. We ensure rigorous compliance, zero-training-leakage, and secure data migrations from day one.
Trusted by Global Enterprises & Public Sector Leaders
Trusted by Global Enterprises & Public Sector Leaders
From national boards to global retail giants, organizations rely on Xantyr to architect and deploy AI systems that drive scalable transformation.
From national boards to global retail giants, organizations rely on Xantyr to architect and deploy AI systems that drive scalable transformation.
"Xantyr delivered a highly complex conversational agent that seamlessly handles our high-volume public inquiries with perfect contextual accuracy and zero latency."
Aisha Khan
Director of Digital Initiatives
Omar Siddiqui
Head of Data
Don Rudish
Ops Lead
Rohan Thakur
Data Lead
Sami Rahman
Sales Lead
"Xantyr delivered a highly complex conversational agent that seamlessly handles our high-volume public inquiries with perfect contextual accuracy and zero latency."
Aisha Khan
Director of Digital Initiatives
Enterprise Integration Ecosystem
Enterprise Integration Ecosystem
Xantyr’s architecture is designed to map seamlessly onto your existing operational stack, ensuring zero disruption from deployment to scale.
Xantyr’s architecture is designed to map seamlessly onto your existing operational stack, ensuring zero disruption from deployment to scale.
Custom CRMs
Seamlessly integrate customized AI assistants and execute secure, rapid data migrations directly within your primary CRM environment.
Custom CRMs
Seamlessly integrate customized AI assistants and execute secure, rapid data migrations directly within your primary CRM environment.
Custom APIs & Gov Portals
Deploy secure, highly-compliant conversational agents directly into proprietary public-sector or global retail front-end systems.
Custom APIs & Gov Portals
Deploy secure, highly-compliant conversational agents directly into proprietary public-sector or global retail front-end systems.
ERP & Supply Chain
Connect dynamic site and batch allocation models directly into your enterprise resource planning tools for real-time production planning.
ERP & Supply Chain
Connect dynamic site and batch allocation models directly into your enterprise resource planning tools for real-time production planning.
Cloud Data Warehouses
Hook our custom propensity engines into your secure data lakes for forensic SHAP analysis and real-time predictive scoring.
Cloud Data Warehouses
Hook our custom propensity engines into your secure data lakes for forensic SHAP analysis and real-time predictive scoring.
Version Control (GitHub)
Maintain complete control over your deployments. Our systems are built to sync seamlessly with your internal development repositories and CI/CD pipelines.
Version Control (GitHub)
Maintain complete control over your deployments. Our systems are built to sync seamlessly with your internal development repositories and CI/CD pipelines.
Logistics & Carrier Networks
Plug our delivery partner recommendation engines directly into your real-time carrier routing and dispatch systems.
Enterprise Chat (Slack/Teams)
Empower internal teams by routing AI-generated insights, prospecting scores, and pipeline alerts into daily communication channels.
Support & Ticketing
Automate complex issue routing and accelerate technical resolutions by integrating directly with Jira or ServiceNow.
Support & Ticketing
Automate complex issue routing and accelerate technical resolutions by integrating directly with Jira or ServiceNow.
Voice & Telephony APIs
Connect our multimodal AI and specialized voice platforms to your existing telecommunications infrastructure.
Voice & Telephony APIs
Connect our multimodal AI and specialized voice platforms to your existing telecommunications infrastructure.
Identity & Access (SSO)
Ensure rigorous enterprise security with full support for your existing authentication and access management protocols.
Identity & Access (SSO)
Ensure rigorous enterprise security with full support for your existing authentication and access management protocols.
Business Intelligence
Output comparative model analysis and predictive forecasts directly into your existing dashboard tools like Tableau or PowerBI.
Business Intelligence
Output comparative model analysis and predictive forecasts directly into your existing dashboard tools like Tableau or PowerBI.
Business Intelligence
Output comparative model analysis and predictive forecasts directly into your existing dashboard tools like Tableau or PowerBI.
Marketing Automation
Supercharge outbound efforts by linking our personalized email generators directly to your existing outreach platforms.
Marketing Automation
Supercharge outbound efforts by linking our personalized email generators directly to your existing outreach platforms.
Frequently Asked Questions
Frequently
Asked Questions
Clear answers on our deployment process, security standards, and how we architect AI for your enterprise.
Clear answers on our deployment process, security standards, and how we architect AI for your enterprise.
Do you build models from scratch or use existing LLMs?
Both. We architect custom solutions that leverage the best foundational models available, combined with our own comparative model analysis and fine-tuning, to ensure the system perfectly fits your proprietary data.
How do you handle complex integrations with our existing systems?
We specialize in end-to-end deployment. From ERPs to custom CRM environments, our architecture is built to map seamlessly onto your current enterprise stack via custom APIs and direct integrations.
How do you ensure our proprietary data remains secure?
Enterprise security is our baseline. Your data remains completely ring-fenced. We ensure rigorous compliance, zero-training-leakage protocols, and highly secure environments for all data migrations.
Can you deploy AI for customer-facing applications?
Absolutely. We have extensive experience building highly secure, production-grade conversational agents that act as the frontline face of your brand, capable of handling massive global query volumes.
Do you provide ongoing support after deployment?
Yes. We don't just hand over a model. We provide continuous forensic analysis, model optimization, and maintenance to ensure your AI infrastructure scales flawlessly alongside your business.
How do your propensity engines improve operational planning?
Our custom propensity models transform raw data into strategic foresight. By utilizing deep predictive analytics, we help optimize supply chain logistics, batch allocations, and targeted outreach.
Where are the AI models and databases hosted?
We offer flexible deployment options. Depending on your security and compliance requirements, we can deploy directly onto your secure cloud infrastructure, on-premise, or via our managed enterprise environments.
Are your conversational agents capable of multi-lingual support?
Yes. We build robust agents designed for global deployment, fully capable of context-aware interactions in multiple languages to serve diverse public-sector and international retail audiences.
How do we begin the engagement process?
We start with a comprehensive architectural consultation. We evaluate your current bottlenecks, assess your data readiness, and propose a strategic roadmap tailored to your custom AI deployment.
Do you build models from scratch or use existing LLMs?
Both. We architect custom solutions that leverage the best foundational models available, combined with our own comparative model analysis and fine-tuning, to ensure the system perfectly fits your proprietary data.
How do you handle complex integrations with our existing systems?
We specialize in end-to-end deployment. From ERPs to custom CRM environments, our architecture is built to map seamlessly onto your current enterprise stack via custom APIs and direct integrations.
How do you ensure our proprietary data remains secure?
Enterprise security is our baseline. Your data remains completely ring-fenced. We ensure rigorous compliance, zero-training-leakage protocols, and highly secure environments for all data migrations.
Can you deploy AI for customer-facing applications?
Absolutely. We have extensive experience building highly secure, production-grade conversational agents that act as the frontline face of your brand, capable of handling massive global query volumes.
Do you provide ongoing support after deployment?
Yes. We don't just hand over a model. We provide continuous forensic analysis, model optimization, and maintenance to ensure your AI infrastructure scales flawlessly alongside your business.
How do your propensity engines improve operational planning?
Our custom propensity models transform raw data into strategic foresight. By utilizing deep predictive analytics, we help optimize supply chain logistics, batch allocations, and targeted outreach.
Where are the AI models and databases hosted?
We offer flexible deployment options. Depending on your security and compliance requirements, we can deploy directly onto your secure cloud infrastructure, on-premise, or via our managed enterprise environments.
Are your conversational agents capable of multi-lingual support?
Yes. We build robust agents designed for global deployment, fully capable of context-aware interactions in multiple languages to serve diverse public-sector and international retail audiences.
How do we begin the engagement process?
We start with a comprehensive architectural consultation. We evaluate your current bottlenecks, assess your data readiness, and propose a strategic roadmap tailored to your custom AI deployment.
Architect Your Enterprise AI Transformation
Every meeting into clear, actionable outcomes
Stop experimenting with fragmented models. Partner with Xantyr to build secure, scalable AI pipelines that integrate flawlessly into your existing infrastructure and solve your toughest operational bottlenecks.