Experience OS

Real case and solution patterns

Recurring operating scenarios with high friction.

This page separates product evidence from editorial scenarios. InmoScan Express is a real, published case; the other entries are recurring friction patterns and common solution approaches, not client success stories.

Real case

InmoScan Express: from a property visit to a shareable report.

The case covers the operational problem, mobile-first and local-first decisions, the property-to-PDF workflow and explicit limits around approximate measurements.

Published product · iPhone and iPad

InmoScan Express

Property, room, photo and note documentation, editable approximate measurements, PDF reports, visual cards, CSV and backup under the user's control.

Read the full case View the product page

Solution pattern

Accounts payable with invoice validation and approvals

Typical context
Finance and procurement teams process invoices arriving from multiple channels, with manual validation and repeated ERP entry.
Problem
Entry discrepancies, slow approvals, weak traceability and delayed closes.
Approach
Assisted extraction, rule validation, approval workflow, ERP integration and exception alerts.
Typical stack
Python, REST APIs, RPA for legacy screens, Postgres and operational dashboards.
Expected impact
Less rework, stronger traceability and faster response to exceptions.
Solution pattern

Internal onboarding with checklist, approvals and audit trail

Typical context
HR, IT and line managers coordinate new hires through email, files and partial follow-up.
Problem
Forgotten tasks, delayed access provisioning and weak traceability by role, site or owner.
Approach
Digital checklist, profile-based rules, stage activations, logs and overdue alerts.
Typical stack
Internal web application, API integrations, relational database and operational dashboard.
Expected impact
More control over execution and less dependence on manual follow-up across departments.
Solution pattern

Service desk with assisted classification and operational visibility

Typical context
Internal support or customer service receives tickets from multiple channels without stable prioritization.
Problem
Uneven assignment, unpredictable response times and poor visibility into the real backlog.
Approach
Applied AI for classification, routing, reply suggestions, dashboards and SLA control by issue type.
Typical stack
AI services, helpdesk integrations, web app and operational control panels.
Expected impact
More consistent triage, less friction in service delivery and better backlog governance.
Solution pattern

Procurement workflow with rules, approvals and document traceability

Typical context
Purchase requests, approvals and support documents live across email, folders and parallel records.
Problem
Opaque approvals, manual tracking and weak control over supporting documentation.
Approach
Workflow by amount and role, digital file per request, ERP integration and status dashboard.
Typical stack
Web application, relational database, document storage and internal integrations.
Expected impact
Better traceability, fewer idle times and stronger visibility for internal review.
Solution pattern

Digital operational file and document control for regulated environments

Typical context
Teams handle evidence across multiple systems, manual state tracking and many document lookup points.
Problem
Incomplete traceability, duplicated evidence and unreliable status visibility.
Approach
Unified digital record, review flows, action log, permissions and centralized queries.
Typical stack
Web platform, internal APIs, document storage and state-driven dashboards.
Expected impact
Stronger document governance, better visibility and less manual follow-up.

Practical application

Your operation does not need to match these examples exactly. What matters is the friction pattern.

Diagnosis helps translate that pattern into the right implementation route for your actual context.