Use case · solution pattern, not a customer claim
Staff search document management, SharePoint, and network drives by contract number or file name. Clauses, deadlines, termination rights, and liability terms are found manually and transferred to spreadsheets.
Data landscape
The first step is not a new platform for its own sake. It creates traceable access to the sources that shape the process today.
DATEV Anwalt, RA-MICRO, iManage, d.velop, ELO, enaio, SharePoint, Microsoft 365, PDFs, scans, email, and spreadsheet deadline lists.
First project scope
The starting point is limited to one contract type such as commercial leases or supplier agreements. Results show page and paragraph references. Automated legal decisions are excluded.
Constrain
Select one contract type and concrete research questions.
Connect
Make approved documents, scans, metadata, and permissions searchable.
Review
Have legally accountable staff review results and extracted clauses.
Observe impact
Observe research effort, completeness, and contract-review time.
The honest objection
The dependable response
Separated processing, contracted data processing, no training on inputs, role-based permissions, and documented deletion are minimum requirements for the project scope.
Conditions
A sound starting point needs clear data, accountability, and boundaries. Missing conditions are made visible rather than hidden.
When personal data is processed, requirements include purpose limitation, data minimisation, access protection, and deletion rules. Works councils and data protection stakeholders should be involved early where the specific use requires it.
Personal accountability
Umar Qureshi, Data & AI Expert
The technical background spans data engineering and platform architecture through enterprise search and responsibly integrated AI systems. The assessment remains grounded in your process and system landscape.
Free initial assessment
We assess document access, protection needs, and a tightly bounded research process.
The initial consultation and joint use-case discovery are free and non-binding.
Property, lease, energy, and invoice data use different identifiers. Reports are assembled manually and anomalies surface late.
SOPs, hygiene policies, and device instructions are spread across repositories. Outdated copies remain in circulation while patient data raises the risk.
Manuals, old tickets, and practical knowledge are distributed. Technicians search for too long and encounter inconsistent names or outdated documents.
