MyDataProof
Health data quality consulting

Medical decisions as reliable as your data.

MyDataProof audits, structures and secures your medical data so it is accurate, compliant and interoperable, from clinical capture to AI-ready reuse.

Audit my data Explore services
15
years in health & data
4
pillars of intervention
100%
regulated context
The challenge

Approximate health data costs far more than an audit ever will.

Most medical AI problems trace back to the data, not the model.

Clinical errors

A miscoded dosage, a duplicate patient, a missing unit: degraded data quickly becomes a patient safety risk.

Fragile compliance

Without traceability and controlled reference data, every audit is painful and certification becomes a gamble.

Blocked interoperability

Data-sharing projects rarely fail on technology. They almost always fail on semantics.

Services & method

Four levers, one standard.

01

Quality audit

Source mapping, completeness, consistency and traceability measurement. A clear score for every data domain.

02

Compliance

GDPR, HDS hosting, MDR and Good Clinical Practice. Documentation alignment and prioritised remediation of gaps.

03

Semantic structuring

SNOMED CT, LOINC and ICD-10 terminologies, FHIR & OMOP standards for interoperability that actually works.

04

Ongoing support

Governance, continuous quality indicators and upskilling for your data and clinical teams.

One repeatable pipeline, applied to your data

  1. 01Profile the data
  2. 02Define quality rules
  3. 03Score and flag
  4. 04Monitor over time
Data quality report
Sample
Patient demographics
Completeness
PASS
Lab result coding
Consistency
PASS
Diagnosis timestamps
Accuracy
FLAGGED
Imaging metadata
Conformance
PASS
Pricing

Clear day rates, no surprises.

Daily rates excluding VAT, with a discount beyond 20 days of engagement.

Junior
€450/day
Supervised delivery
  • Data collection & cleaning
  • Tool-assisted quality checks
  • Dataset documentation
  • Weekly reporting
Book a scoping call
Most requested
Senior
€750/day
The core engagement
  • Full quality audit
  • Mapping to FHIR/OMOP standards
  • Prioritised remediation plan
  • Facilitation of clinical workshops
Book a scoping call
Expert
€1,150/day
Strategy & compliance
  • Health data governance
  • Audit & inspection readiness
  • Target semantic architecture
  • Executive-level advisory
Book a scoping call
About

A pharmacist who speaks data.

Fifteen years at the border of care and data: pharmacy and hospital practice, then data and compliance inside major healthcare and consulting organisations. That dual perspective avoids the usual pitfall: models that are technically correct but clinically wrong.

  • Clinical framing before technical framing
  • Quality indicators that are measurable and re-auditable
  • Deliverables that hold up in audits and inspections
Contact

Let's talk about your data.

A first 30-minute conversation is enough to gauge your maturity level and pinpoint the two or three priorities that matter most.

contact@mydataproof.com
Paris · on-site across Europe and remote