dala.care: The First MCP-Enabled Home Care Platform

Built for humans. Designed for openness. Ready for what’s next.

Healthcare is at an inflection point.

Over the last year, it’s become clear that AI is no longer just a productivity layer, it’s becoming infrastructure. With OpenAI and others accelerating work in health, multimodal models, and agentic systems, we’re seeing the early shape of a new operating model for providing care. One where intelligence is ambient, interoperable, and deeply embedded into everyday workflows.

But there’s a risk hiding in the excitement.

If we simply bolt AI onto legacy care software, systems that are already complex, closed, and brittle, we don’t move care forward. We just automate friction.

At dala.care, we believe something fundamentally different is required. We also hear from agencies that there is limited appetite for throwing money and multiple AI silos. Standalone products that are inoperable, call for constant copy paste and lost context might not be the path forward.

Why MCP matters for care

Modern care is not a single workflow. It’s a living network of people, decisions, contexts, and trust. More often taking place across multiple platforms. From HR, CRM and scheduling to billing, payroll and claims management.

That’s why we built dala.care as the first MCP-enabled home care platform.

MCP (Model Context Protocol) is not about flashy AI features. It’s about structure. It allows systems to expose their data, actions, and permissions in a way that intelligent agents can safely understand and interact with, without hard-coding brittle integrations or locking users into closed ecosystems.

In practical terms, this means:

• Bring your own LLM, you are most likely paying for OpenAI, Claude or Gemini already.

• Care data can be understood, not just stored.

• AI agents can assist without taking control.

• New tools can plug in without rewriting the core.

• Humans remain firmly in the loop.

MCP turns a care platform from a static system of record into a living care graph. One that can support transcription, reasoning, scheduling coordination, research, and decision support as these capabilities mature.

Human-centred, by design (not as a slogan)

Care happens between people. Software should get out of the way at times.

From day one, our conviction has been simple:

If a caregiver needs training to use your product, you’ve already failed.

That belief shapes everything we do:

• Simple interfaces that respect cognitive load.

• Clear language, not enterprise jargon.

• Workflows that follow care, not billing abstractions.

AI in this context is not a replacement for human judgment. It’s a quiet assistant, helping with documentation, surfacing context, reducing duplication, and letting caregivers focus on what actually matters: being present.

Open systems win in healthcare

Healthcare is too important to be trapped inside proprietary walls.

Care recipients move. Families change. Providers collaborate. Researchers ask new questions. Regulators evolve. No single vendor can—or should—own that entire surface area.

That’s why dala.care is built to be open by default:

• Open APIs

• Structured, interoperable data

• Clear boundaries between data, logic, and presentation

• MCP as a first-class interface, not an afterthought

This openness isn’t philosophical, it’s practical. It’s what allows home care to connect meaningfully with clinical research, remote monitoring, family coordination, and future AI systems we haven’t even imagined yet.

The bigger picture

Home care is becoming one of the most important frontiers in healthcare.

Aging populations, workforce shortages, and the shift toward care at home all point in the same direction: the home is becoming the primary site of care.

For that future to work, we need platforms that are:

• Human-centred, not administrator-centric

• Simple, not configurable to the point of fragility

• Open, not extractive

• AI-ready, without being AI-driven for its own sake

MCP gives us a foundation to build that future responsibly.

Our conviction

We don’t believe the future of care will be won by the platform with the most features.

It will be won by the platform that earns trust from caregivers, from families, from partners, and from the ecosystem that grows around it.

That’s why dala.care exists.

If you believe care software should feel human, stay simple as it scales, and remain open to what comes next, we’re building for the same future.

We’re working with a select number of clients who are embracing this new way of care. Sign up for dala.care today and reach out to us through the embeded support channels for being included in the first wave of MCP enabled agencies.