Architecting secure, scalable AI ecosystems that unify your SaaS and legacy environments without the cost of system replacement.
Most organizations are trapped in the ‘M x N’ integration trap, hand-crafting bespoke adapters for every new model and data source. This creates unsustainable context bloat, context overflow, and unpredictable model behavior. Businesses today are managing a growing mix of systems, data sources, and AI capabilities. The challenge isn’t intelligence, it’s how that intelligence reliably interacts with the systems that run your business.
We bridge the gap between your data and decision-making by building the foundational data layers and orchestration frameworks connecting AI models, enterprise tools, and legacy systems through a structured, scalable architecture.
We simplify how AI interacts with your enterprise.
Instead of building one-off integrations, we create a structured integration layer that allows AI to:
This makes your AI initiatives scalable, reusable, and easier to manage.
We decompose complex tasks into specialist sub-tasks for maximum precision.
Reducing total latency by spawning multiple agents simultaneously across independent data streams.
Modeling sequential dependencies to ensure each step enriches the next in a controlled pipeline.
Orchestrating Intelligence Across the Enterprise Estate. Layering sophisticated agent orchestration and MCP server architectures directly onto your current systems to unlock the value of legacy data.
We expose your CRM and legacy databases as Resources (read-only context) and Tools (executable functions) through a secure, governed interface.
Whether via stdio for local developer tooling or HTTP + SSE for multi-tenant cloud environments, our architecture remains transport-agnostic.
Our frameworks include bounded retry logic for tool failures and selective summarization to prevent context overflow.
You don’t need to replace your core systems to participate in the AI revolution. You need a robust orchestration and data access layer that unifies what you already have.
Mirketa is a global digital transformation and technology services company that helps organizations solve complex business problems and scale with confidence.
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