Typical starting situations
Regulatory pressure (NIS2, DORA, local supervision), mismatch between core systems and management reports, manual reconciliation with partners, or no single version of KPIs between finance and IT.
Industries · Financial sector
Finance, insurance, fintech
Projects where traceability and billing consistency matter more than a quick demo — audit, compliance and reports on a shared data layer.
Capabilities × industry
Where we usually start in this context
Five capability areas — in this industry we most often combine them in this priority order. Concrete scope is agreed after discovery.
What we prioritise first
Auditability of decisions, environment separation, access control, consistent billing and regulatory reporting. AI and automation enter with human-in-the-loop and logs.
Collaboration and pricing model
Agile with an acceptance gate before each next stage: time-boxed discovery, then fixed price for an agreed increment. Budget is spread across stages.
Example first increment
Shared backlog: one report or one end-to-end billing path, with KPI definitions and data sources. Demo, acceptance, decision on next scope.
Most common entry points in this industry
Other industry profiles
Describe your company context — we will tailor the first stage (discovery or increment) and pricing before work starts. info@tensorfrog.it
Stage-based pricing model Full industry matrix