// data protection by design

Your data powers the picture. It does not become the product.

Sifra turns operational data into decision-grade reporting while keeping ownership, access and purpose clear. For mobility and fleet data, we work with privacy-by-design controls that help clients meet their data-protection responsibilities.

// what this means in practice

What this means in practice

For location and fleet data, the question is not whether the data is useful. It is whether every person, system and decision only sees what it needs to see.

Purpose stays specific

We process data for the reporting and decision questions agreed with the client — not for unrelated reuse.

Less data, earlier

We design for the minimum useful data, with aggregation and reduced precision where the business question allows it.

Access is earned

Role-based access, limited permissions and traceable handling keep raw operational data out of unnecessary hands.

The output is the insight

Sifra reports are designed around aggregated patterns, coverage and business actions — not individual-level surveillance.

// how an engagement is structured

How a Sifra data engagement is structured

Data moves through a defined path — each step narrows what is exposed and widens what is understood.

01

Client data source

The client remains in control of its operational data and determines the business purpose.

02

Controlled intake

Only the required fields enter the workflow; direct identifiers should be excluded where they are not needed.

03

Protected analysis

Access is restricted, systems are secured and processing is documented.

04

Aggregated reporting

Dashboards focus on areas, time periods, routes, campaigns and trends — not identifiable individuals.

05

Retention and deletion

Raw data is retained only for the agreed operational need, then deleted or returned under the engagement terms.

// for mobility data

GPS is powerful data. It deserves careful design.

Location and time patterns can be sensitive, even when a name is not attached. That is why a mobility project should begin with a data map, a clear purpose and the right safeguards — before the first dashboard goes live.

We aim to use

  • pseudonymous vehicle or driver references when operational analysis requires continuity;
  • areas, routes, dayparts and campaign periods;
  • aggregated coverage, exposure and performance patterns;
  • approved advertising-platform metrics at campaign level.

We avoid by default

  • ×names, phone numbers, email addresses and direct identifiers;
  • ×individual-driver performance views unless the client has a documented, lawful need;
  • ×precise raw location histories in client-facing reports;
  • ×reusing one client's raw data for another client or for unrelated product development.
// roles and accountability

Clear roles before data moves.

In a typical engagement, the client determines why the data is processed and remains the data controller. Sifra processes it only to deliver the agreed reporting and analysis. The exact role, instructions, permitted systems, sub-processors, retention period and incident procedure are documented contractually before launch.

If a project requires new purposes, cross-client benchmarking, AI training or individual-level decision-making, it requires a separate review before it starts.

// the practical checklist

The practical checklist

The shape of a well-run engagement — the things we expect to see in place before and during a project.

data map and approved processing purpose;
data-processing agreement and authorised sub-processors;
privacy notice and lawful basis managed by the controller;
risk assessment / DPIA where required;
access control, encryption and auditability;
retention and deletion schedule;
process for subject-rights requests;
incident-response and breach-notification procedure;
review of international data transfers where relevant.
// a note on compliance

A note on compliance

GDPR compliance depends on the specific client, jurisdiction, data, purpose and implementation. Sifra provides the data design, technical safeguards and documented operating model that support compliance. Clients should obtain their own legal advice on their lawful basis, employee notices and any local-sector requirements.
// let's talk

See what your data can say — with the right guardrails.

Bring the data question you're weighing. We'll walk through the setup, the safeguards and what a first dashboard would actually show.

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