AI solutions built around your work.

We design and build custom agents, automations, and AI product experiences that fit how your teams operate.

AI solution practice

From idea to AI that teams actually use.

We pair product judgment with engineering execution to create agents, automations, and AI interfaces that fit real operations.

Product thinking first

We shape every solution around the decision, handoff, or experience it needs to improve.

Built with your team

We work close to the people who will use the system, so adoption is designed into the product.

Secure from day one

Permissions, review paths, and ownership are planned before prototypes become production tools.

Improved in production

We refine behavior after launch so the solution keeps matching how the organization works.

About Us

Building the future of enterprise AI

ConvergenceAI was founded on a simple belief: AI is only as valuable as the context it understands.

Enterprises sit on vast amounts of knowledge — across CRMs, ERPs, documents, and internal systems. Yet most AI deployments still rely on generic models that know nothing about your business.

We exist to change that. ConvergenceAI develops secure, enterprise-grade AI infrastructure that gives organizations the confidence to deploy AI at scale — with the right context, the right guardrails, and the right outcomes. We write about data governance for AI and enterprise data platforms on our blog.

"Convergence is where fragmented knowledge becomes unified intelligence."

Our Product

Unity Layer

The context layer for enterprise AI. Unity Layer unifies your organization's knowledge into a secure, semantic graph — giving every AI system the business context it needs.

Flagship Platform

Enterprise AI needs context. Unity Layer delivers it.

From knowledge graphs to semantic retrieval and multi-LLM orchestration — Unity Layer is the infrastructure layer between your enterprise data and the AI applications your teams deploy. Read why conversational analytics is the next wave of BI.

unitylayer.ai

Explore product details, architecture, and demos on our dedicated product site.

Visit Unity Layer

From Our Blog

Ideas on enterprise AI

Product updates, research notes, and perspectives on deploying AI in production — from the ConvergenceAI team.

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Product

Unity Layer: Why conversational analytics is the next wave of BI

For years, BI tools have promised self-service but delivered complexity. Conversational analytics changes the equation — and Unity Layer is how enterprises get there.

Nov 17, 2025 8 min read Substack

Enterprise AI

Data Governance is critical for Enterprise AI success

Data governance is the secret sauce to getting high-quality responses from AI assistants at scale.

Jul 14, 2025 6 min read Substack

Research

DAIL-SQL: Enhanced SQL Query Generation with LLMs and advanced RAG

LLMs are revolutionizing the text-to-SQL landscape — our research on schema linking, masking, and example selection.

Apr 12, 2024 10 min read Substack

Let's build enterprise AI together

Whether you're exploring AI adoption or ready to deploy at scale, we'd love to hear from you. Reach out to learn how ConvergenceAI can help your organization.