Anonymized cases
Client names stay anonymous. For each case we show what was broken, what was built, and what changed.
The team had real demand but too much manual sorting across forms, Telegram, and CRM.
AI qualification logic, routing rules, follow-up triggers, and visibility into where leads stalled.
OutcomeLess manual triage, cleaner sales handoff, and a more stable intake rhythm under volume.
Operators were spending too much time on standard questions while complex cases waited in the same queue.
Support copilot layer, retrieval workflows, escalation criteria, and a control surface for human review.
OutcomeFaster first response and a cleaner split between what automation should handle and what people should own.
Leadership could not see which workflows were stuck or which teams were absorbing manual overhead.
Unified reporting layer, summary signals, intervention alerts, and a clearer operating view.
OutcomeBetter decision rhythm, clearer ownership, and fewer blind spots across the operating week.
Delivery modes
What matters is not the label. It is whether the system solved the pressure it was designed for.
Sturox owns the architecture, system behavior, automation logic, and rollout path.
We join a partner or internal team to deliver a focused layer inside a broader build.
The work is measured by cleaner routing, stronger handoff, better visibility, and more dependable execution.
Structured brief
Use the form when the task is already concrete enough for intake, support, operations, reporting, or founder visibility.