For Care Teams

A clearer patient story, ready when care teams need it.

MATILDA brings readings, routines and relevant context into one patient-centered view. Care teams can review what changed, what may have influenced it and what deserves a closer look.

Explore the care experience See how MATILDA works

Clinician reviewing the temporary MATILDA clinician portal interface

Patient A1C6.5%Current reading

Recent activity7,245Context available

Sleep5.2hChange from baseline

Clinical context without the reconstruction.

See the patient between appointments.

MATILDA organizes the signals patients generate between visits, helping care teams review the circumstances around a change without rebuilding the story from scattered records.

Review the whole day

See glucose beside meals, activity, sleep, medication and relevant routines in one connected timeline.

Spot meaningful change

Compare current signals with the patient’s established baseline, history and recurring patterns.

Prepare the next conversation

Bring a more complete record into outreach, follow-up and the next clinical discussion.

Patient patternWhat changed from the established baseline

Clinical reviewRelevant context ready for judgment

Prioritized review

Move from isolated values to an interpretable story.

MATILDA reviews connected signals over time and brings forward the patterns that may deserve attention. Supporting context remains attached, giving clinicians a clearer starting point for professional interpretation.

Patient-specific baselinesChanges are compared with the patient’s own history, patterns and routines.

Evidence stays connectedMeals, sleep, activity and other relevant signals remain visible with the insight.

Judgment remains clinicalMATILDA supports review and preparation while the care team makes final recommendations.

Patient-specific intelligence

An adaptive model shaped around each patient.

MATILDA was developed around an in-house machine learning model that builds an internal understanding specific to each patient. With authorized health data, habits, routines and lifestyle context, it learns how that person’s signals relate and adapts its explanations over time.

The model helps organize patterns and potential opportunities for review, giving the care team more context while preserving clinician judgment.

GlucoseSleepMealsActivityMedication

One longitudinal view

The patient’s signals stay connected.

MATILDA gives care teams a connected view of the factors surrounding a change, while keeping the underlying readings available for closer review.

Sleep

Overnight patterns

Review duration, stages and overnight patterns beside the following day’s readings.

Activity

Movement and outcomes

See exercise and everyday movement alongside the metrics they may influence.

Nutrition

Meals and response

Review nutrition and meal timing beside relevant patient signals.

A health question being composed in MATILDA coaching

Coordinate with contextPatient questions stay connected to the record

Prepare for follow-upReview the relevant history before the conversation

Care communication

Make the next conversation more productive.

Patients can explore their information conversationally, and the resulting context can support a more focused care discussion. Care teams retain responsibility for interpretation, recommendations and treatment decisions.

MATILDA supports organization, understanding and preparation. It does not diagnose, replace a licensed clinician or provide emergency monitoring.

Longitudinal progress

See change that a single visit cannot show.

Daily actions, goals and changing patterns create a clearer longitudinal record. Care teams can review consistency, setbacks and response over time without relying only on recall.

Review adherence in contextKeep goals and daily actions beside the outcomes they may influence.

Separate events from trendsLonger patterns help distinguish isolated events from sustained change.

MATILDA daily progress and completed goals

Patient progressReview consistency and response over time

Patient-authorized access

The care team sees more, while the patient stays in control.

With the patient’s authorization, clinicians can access current readings, longitudinal metrics and relevant context through the clinician portal. MATILDA can also surface unusual or potentially concerning information for professional review.

The patient authorizes accessThe care connection depends on the patient’s permission.

The clinician retains final judgmentMATILDA organizes information for professional interpretation and decision-making.

The record remains useful over timeRelevant metrics and context support both near-term follow-up and longitudinal care.

MATILDA does not continuously monitor patients for emergencies, automatically intervene or dispatch medical assistance. Urgent concerns require the appropriate emergency or clinical services.

For connected care

Give every patient signal the context it needs.

See how MATILDA can help care teams review patterns, prepare conversations and understand the patient between visits.

Explore the care experience Contact MATILDA