Real-time population health intelligence — system as a service
Collective intelligence for healthcare.
Most clinical activity in fragile and fragmented health systems is never recorded. Where it is, it sits trapped — visible to no one beyond the clinic that captured it.
TELEME is the connective layer that turns dark data into live signal — and signal into coordinated action. We build, deploy, and operate the system with you.
What's at stake
Where clinical activity is invisible, programmes are designed without evidence, funding is allocated without signal, and outcomes are measured years too late. Outbreaks are detected after they spread. Maternal complications are seen only at the point of crisis. Children fall through gaps no register tracks.
Dashboards have proliferated across global health for two decades; coordinated action has not.
Visibility without a system to act on it is just a witness.
Unregistered
0
children under five remain invisible to government systems.
1 UNICEF, The Right Start in Life, 2024.
Data utilised
~0
of available health data is actually used in low- and middle-income countries.
2 WHO Bulletin, 2025.
The platform
For clinical teams
A longitudinal view of every patient. Anomalies surfaced in real time. Natural-language queries grounded in clinical records.
For programme operators
Track cohorts, monitor coverage, identify gaps, and replicate what's working across new sites without rebuilding from scratch.
For funders & researchers
Cohort comparisons and programmatic reporting drawn from live operational data — not retrospective surveys.
Underlying system
Mobile-friendly tools for community health workers and frontline clinicians to record activity in low-bandwidth, intermittent-connectivity settings.
Real-time population views and clinic-level decision support, queryable in natural language and grounded in the underlying records.
Intelligence routed back into resource allocation, programme design, and funding decisions — closing the loop between visibility and action.
The network behind the platform
The platform's intelligence is built on a real network — not a pilot. Across Malaysia, TELEME connects clinics, leading retail pharmacy chains, and one of the country's largest medical laboratory networks, on a digital prescription rail compliant with Pharmacy Board of Malaysia e-prescription standards. TELEME is operating in two Southeast Asian markets, with expansion underway.
0
healthcare outlets connected across Malaysia
~⅓
of Malaysia's retail pharmacies with online presence
Pharmacy Board compliant
e-prescription rail recognised under Malaysian standards
MD Status accredited
Malaysia Digital Status (MDEC), national-tier digital tech recognition
Evidence
A First 1000 Days programme, deployed in partnership with healthcare providers serving displaced, stateless and migrant communities — populations the formal health system rarely reaches.
Pregnancies brought into view
0
previously unrecorded
Children measured longitudinally
0
growth and nutrition tracked
Term-birth rate in cohort
0
across active cohort
Stunting in this cohort tracks below the Malaysia national rate of 21.8% across all age bands. Because the system carries the programme's operating knowledge, partner organisations have extended the model to additional clinic sites — without rebuilding from scratch.
Each new enrolment surfaces a previously dark record into the live cohort view.
Pregnancy status
Active cohort breakdown
Child weight-for-age
Z-score band vs WHO
Natural-language query
Grounded in records (Gemini)
Who TELEME is for
Funding programmes that need real evidence of where dollars are moving the needle, and coordinating responses across fragmented or displaced populations.
Operating where data exists but isn't networked, and where formal systems don't reach.
Bringing previously dark operational data into a single live view, and generating real-world evidence in markets where structured data has been unavailable.
Implementation studies needing population-level field data drawn from live operations rather than retrospective surveys.
Our approach
TELEME isn't a tool you license and configure alone. We build, deploy, and operate the system in partnership with you — combining platform, implementation, and ongoing operational support. The product and the consultancy arrive together because the system only works when both do.
TELEME was built on the principle of shared care — multiple practitioners coordinating around one patient. Collective intelligence is shared care at population scale.
Get in touch
Talk to the team about a deployment, a research collaboration, or what it would take to bring a previously dark population into view.