What people build
on Sophona

What people build
on Sophona

The platform is not tied to one industry or one job title. These are the shapes the work usually takes — and every one of them can be built with you, by the assistant that is waiting on your first login.

Three shapes

Every solution here is

one of three things

You are not choosing a product tier. You are choosing how much of the work should think, and how much should simply run.

An Operator

A colleague with a role, a memory and a phone number. Best where the work needs judgement, conversation and follow-up — and where the exceptions matter more than the routine.

An application

A screen for people: a form, a dashboard, a tracker. Built from a sentence, hosted in your own space, and able to trigger a robot from a button.

An automation

A process designed once that then runs the same way every time — web, API and desktop. No model is asked to re-invent steps that never change.

By area

Where it usually

starts

Pick the one that sounds like your worst week. That is normally the right first project.

Customer operations

Conversations that end in an action, not a ticket number.

  • Inbound calls answered and resolved, not just logged
  • Order status, returns and complaints handled end to end
  • Churn signals spotted in the data and followed up by phone
  • Compensation inside a hard limit, above it a human decides

Back office and finance

The work that lives between systems that never talk to each other.

  • Invoice reconciliation across tools with no API between them
  • Document intake, classification and filing
  • Master data clean-up and duplicate hunting
  • Month-end packs assembled with the narrative already written

Sales and revenue

Pipeline hygiene nobody has time to do by hand.

  • CRM kept clean: missing fields, duplicates, stale stages
  • Follow-ups and quotes drafted from your own price lists
  • Reps called for updates on opportunities that have gone quiet
  • A forecast built on evidence rather than optimism

IT and internal support

The queue that eats a technical team's morning.

  • Access requests, resets and permissions handled to the rules
  • Software installed and configured on real desktops
  • Incidents triaged with the logs already read
  • SLA breaches surfaced before the customer notices

HR and people operations

Processes with many small steps and a lot of chasing.

  • First-round screening calls and structured summaries
  • Onboarding checklists that actually execute the steps
  • Documents collected, checked and chased until complete
  • Policy questions answered from your own handbook

Logistics and field work

Coordination by phone, paperwork by robot.

  • Delivery status calls in both directions
  • Carrier exceptions handled with a rule and an escalation
  • Transport and customs paperwork generated from source data
  • Warehouse systems driven directly where no integration exists

Software delivery

The repetitive half of building software.

  • Test cases generated from the requirement and actually run
  • Regression suites executed on a schedule, results with evidence
  • Defects reproduced and described well enough to fix
  • Technical debt mapped to hotspots and priced in team-hours

Meetings and knowledge

Where decisions are made and then quietly lost.

  • An Operator in the meeting, capturing what was agreed as tasks
  • Multilingual calls kept as one conversation with live subtitles
  • Minutes and follow-ups sent before people leave the room
  • Your documents searchable by meaning rather than filename

Not on the list?

This list is a starting point, not a catalogue. Describe the process the way you would explain it to a new hire — that is enough for us to build the Operator, the application or the automation that handles it.

Tell us about your process