Every DHS engagement follows the same shape: four principles, a six-step process, and a typical timeline of ten to twelve weeks from setting visit to first live case.
Setting visit · Week 1
Kayunga district · maternal health
5–10 days · two engineers on site
These four principles apply across hospital deployments, NGO programmes, foundation builds, and partner integrations. They are based on experience with what makes healthcare software useful at the daily working level.
DHS starts each project by understanding how care moves at the site, where it stalls, and what staff currently work around. Features are built where they change a real workflow, and the platform configuration is shaped by that.
DHS designs for the realities of a busy clinic: fluorescent light, gloved hands, frequent interruptions, and reception staff working through a queue. Screens are kept simple, with the relevant information visible at a glance.
DHS AI structures intake, drafts summaries, and surfaces triage signals. A clinician approves each output before it touches a record, and every call is logged with input, model, time, and reviewer for audit.
DHS staff are on the ground through the first week of live operation and remain on call for support afterwards. Each deployment has a named operations lead at the client side and a named engineer at DHS to coordinate the post-launch period.
The six steps below apply across hospital deployments, NGO programmes, and partner integrations. Depth and emphasis vary by setting, while the sequence of work stays consistent.
Two DHS staff spend five to ten days on site, observing reception, following a case through the clinic, and meeting the people who run the workflow today. This time produces the basis for everything that follows.
Before any software is built, DHS maps how patients move through the operation today. The map covers entry points, handoffs, where information drops, and where it gets re-entered. The clinical lead signs off on the map, which then becomes the specification.
DHS selects inbound channels based on what patients use at the site. Feature-phone communities typically rely on USSD, smartphone populations on WhatsApp, and the clinic desk is included in most deployments.
DHS iterates the first build until reception can complete a case in under thirty seconds and a clinician can read the brief in five. Screens are kept simple, with only the fields and actions that staff need for the workflow.
AI is added where it reduces repetitive structuring work for staff: intake, triage signals, case summaries, and routing. Outputs route through a clinician for review, and every call is logged for audit.
Two DHS staff are in the building for the first three days of live operation, sitting with reception, clinicians, and the lab to address issues as they come up. Handover to a named operations lead happens at the end of the first week.
The illustration below combines patterns seen across several DHS projects rather than a single case study. Specific numbers vary by site, while the overall shift towards a shared queue and a unified patient record is typical.
Appointments · Tue
p. 47Mr. K
call back!! 11am
Lab result??
where is it
DHS care systemDHS has run this shape across hospital deployments, NGO programmes, foundation field rollouts, and integrations with existing EMR systems. Total duration varies with scope, with smaller projects compressing the first phases and larger ones extending the rollout phase.
Weeks 1 to 2
01DHS staff visit the site, observe the existing workflow, map the constraints with the clinical lead, and draft the project specification.
Weeks 3 to 6
02DHS builds the first working version, used in one controlled flow at one location with feedback from the staff who will use it daily.
Weeks 7 to 10
03DHS handles a staged rollout across reception, doctor, lab, and pharmacy with around two days of hands-on training per role, and stays on site through go-live week.
Ongoing
04A named operations lead at the client and a named DHS engineer coordinate weekly check-ins for the first quarter, with iterative updates planned into the engagement.
DHSAFRICADHS works with hospitals, clinics, NGOs, foundations, and international partners. The guided check below takes about a minute and gives us enough context to write back the same working day.
About a minute · No commitment