About DataMPowered
Building AI that can be trusted inside real organisations
DataMPowered exists to address a problem most AI tools overlook: how intelligent systems behave once they move beyond demos and into real operational environments.
As AI adoption accelerates, organisations are discovering that capability alone is not enough. Without shared context, clear intent, and supervision, AI systems become brittle, unpredictable, and difficult to govern. This is where trust breaks down.
DataMPowered is building a different foundation.
Our Philosophy
We believe intelligence does not exist in isolation.
In real teams, work is coordinated. Context is shared. Decisions are accountable. Actions are reviewed before they scale. AI systems should operate the same way.
Our approach is grounded in a simple principle:
Reliable intelligence emerges from coordination, not confidence.
Rather than treating AI as a single tool or assistant, we design systems that behave more like coordinated collectives—inspired by the way effective teams (and natural swarms) operate: shared context, clear roles, and supervision by design.
Our Approach
DataMPowered focuses on system-level design, not just models or features.
This means:
- •Context-aware systems that understand where and why they are operating
- •Supervised workflows that validate outputs before they become actions
- •Clear role boundaries to reduce ambiguity and unintended behaviour
- •Governance by design, embedded from the outset—not bolted on later
The result is AI that can be understood, audited, and safely scaled inside enterprise and public-sector environments.
The ifCEM Platform
At the core of our work is ifCEM — Intelligence as a function of context, experience, and modularity: I = f(c+e+m).
ifCEM is a modular platform architecture designed to support coordinated AI workforces, rather than standalone assistants. It enables organisations to compose intelligent systems from specialised components, each operating within defined responsibilities and supervised execution paths.
This architecture is designed for environments where:
- •Reliability matters
- •Decisions have consequences
- •Accountability cannot be optional
Founder
DataMPowered was founded by Dakshan Pothuhera, a systems architect focused on designing context-aware, supervised AI systems that can operate safely inside real organisations.
With experience spanning public-sector governance, enterprise platforms, and large-scale digital systems, the company's direction is shaped by a deep understanding of how technology behaves under real-world constraints.