Snowflake
for centralized data warehousing.
Cortex
Cortex for private LLM execution.
AWS NoSQL
for rapid response caching.
Fivetran
for ingestion from diverse marketing systems.
LangChain
for structured context retrieval and query orchestration.
Turning Dashboards into Intelligent Conversations
Powering Narrative Analytics and Secure Decision Intelligence with Private LLMs and MCP-Compatible Design.
XTS BESPOKE SOLUTIONS | A Study in Context-Aware AI: MCP-Compatible Architecture, Private LLMs, and Narrative-Driven Intelligence Built on Enterprise Dashboards.
Client
A global marketing analytics firm specializing in B2B performance measurement, they help organizations gain clear visibility into what drives pipeline, conversions, and overall ABM success. Built on deep industry expertise, their platform enables sales and marketing teams to quickly identify what’s working, what isn’t, and where to focus for greater impact.
Industry
MarTech / Enterprise SaaS
Challenge
The client already had a mature analytics platform with powerful visual dashboards. The real challenge was layering intelligence on top of it without replacing or disrupting existing workflows.
The new conversational AI system had to:
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- Integrate seamlessly with Snowflake, AWS, and BI dashboards already in place.
- Understand marketing performance nuances like campaign overlap, attribution shifts, and cross-channel correlation.
- Deliver real-time, narrative-based insights that evolve with every user question.
Building this required deep expertise in data context modeling, private LLM orchestration, and enterprise security areas where XTS AiForge and Agentic AI frameworks became the foundation.
Solution
XTS partnered as the client’s extended product and AI engineering team, layering conversational intelligence and narrative analytics onto an existing enterprise analytics platform without disrupting core data workflows. Leveraging the XTS AiForge framework, XTS designed and implemented an MCP-compatible architecture, enabled secure context retrieval from enterprise data sources, and integrated private LLM capabilities to generate explainable, role-aware insights directly within the platform experience.
Through a combination of platform enhancement, AI-LLM Integration, and agile execution, XTS accelerated the transition from static dashboards to conversational, narrative-driven decision intelligence. This approach reduced time-to-insight, preserved data sovereignty, and established a scalable foundation for continuous evolution of AI-driven analytics across the client’s roadmap.
Benefits
Success Stories
XTS enables a next-generation enterprise intelligence platform to evolve from static dashboards to narrative-driven decision systems, improving insight velocity and data trust through AiForge-led engineering, MCP-compatible architecture, and private LLM–powered conversational analytics layered on enterprise data platforms.
XTS enables a leading AI-powered learning platform provider to accelerate product evolution, strengthen platform scalability, and reduce enhancement costs through talent-augmented engineering and the AiForge-driven modernization of core content automation, compliance validation, and multi-format delivery capabilities.
XTS empowers a leading U.S. digital agency to enhance its service portfolio, win larger mandates, and grow revenue through full‑stack delivery capabilities — spanning e‑commerce development, enterprise CMS builds, and seamless system integration — all under the agency’s own brand.
XTS develops a predictive model for an Events Review Platform to provide insights to participants, organizers and sponsors, also improving its data ecosystem and faster publishing of analytics.
XTS develops an integrated WooCommerce platform with NetSuite, revolutionizing e-commerce for a Healthcare client.
XTS enables a global Pizza chain by engineering an eCommerce portal to deliver profitability, speedy delivery and enhanced UX focused on hyper-personalization and brand visibility.
XTS scripts Operations Automation and Revenue Recovery Turnaround for a global B2B Demand Gen Leader through Data Management.
XTS revolutionizes the web presence of a Leading Private Investment Management Firm, in partnership with a prominent technology consulting firm.
XTS enables a global demand generation leader by engineering a robust IT infrastructure solution.
Client Speak
Our clients’ words reflect the trust we’ve earned — and the transformation we’ve delivered. Explore how our tech solutions have powered their growth, strengthened their platforms, and brought bold ideas to life.
Often our speed of execution lagged behind our vision and the rate at which prospects wanted to engage us. XTS’s mastery with all aspects of data gave us a chance to deliver and excel on our promises to our clients. We are now delivering real value to our clients by enabling them to invest smartly in events.
⎯ Founder, B2B Events Review Organization 
Partnering with XTS allowed us to make the right technology decisions to meet our objectives. Their collaboration helped us realize our vision of better brand visibility, hyper-personalization and profitability.
⎯ Founder, Co-Founder, International Pizza Chain.
Partnering with XTS significantly increased our productivity, CSAT & revenues. Their contribution and services are amazing.
⎯ CTO & Co-Founder, Global B2B Demand Gen Leader
Partnering with XTS has transformed our IT infrastructure, significantly enhancing our operational
efficiency and scalability. Their expertise in infrastructure management has been instrumental in supporting our global operations securely and reliably.
⎯ CTO, Global Multi-Industry Venture
Partnering with XTS has transformed our IT infrastructure, significantly enhancing our operational efficiency and scalability. Their expertise in infrastructure management has been instrumental in supporting our global operations securely and reliably.
⎯ CTO & Co-Founder, Global B2B Demand Gen Leader
The improvements in website performance, security, and scalability have not only enhanced our operational efficiency but also provided us with a robust foundation for future growth. XTS’s proactive and meticulous approach has truly set a new standard for our IT operations.
⎯ CEO, Global B2B Demand Gen LeaderGlobal Media & Digital Marketing Agency
Partnering with XTS has transformed our business operations. Their e-commerce solution not only met our complex requirements but exceeded our expectations in terms of efficiency gains and customer satisfaction improvements. We’re now better equipped to serve our healthcare clients and support our veterans.
⎯ CEO, Leading Medical & Surgical Supplies Provider
XTS didn’t just deliver websites; they provided a transformative digital solution that positions us for future growth and enhances our ability to serve clients.
⎯ Chief Digital Officer, Financial, Investment and Securities Firm
