Activity summarisation
Summarise a long trail of actions into what happened.
48 BUSINESS WORKFLOWS
Data & Analytics
AI use cases.
Getting the number out, and being able to defend it. Explore the workflows below, then scope the right starting point with our team.
Search and filter these workflowsBusiness classification
Sort organisations into the categories a system needs.
Business intelligence tools
Build in the tool the business already reads.
Content QA
Check published material against the facts and the style.
Coverage gaps
Say what the data does not cover.
Dashboard data integrity
Check the chart is still measuring what it claims.
Data cleaning
Fix what is wrong before it becomes a conclusion.
Data mapping
Match one system's fields to another's.
Data pipelines
Move data between systems without losing it on the way.
Data validation
Reject bad input before it becomes bad data.
Data visualisation
Choose the chart that does not mislead.
Dataset creation
Build the set a model or an analysis needs.
Demographics
Read population data into a decision.
Event data extraction
Turn a stream of events into something countable.
Fact extraction
Lift the specific claims out of a body of text.
Geospatial analysis
Put the data on a map and read what that shows.
Image annotation
Label images so a model can learn from them.
Internal metrics lookup
Answer a metric question without waiting for a dashboard.
Metadata tagging
Tag records so they can be filtered later.
Metric anomaly triage
Decide whether the spike is real before escalating it.
Metric definition
Agree what the number means before reporting it.
Object identification
Name what is in an image, at volume.
Operational event extraction
Pull the events that matter out of the log.
Pipeline debugging
Find where the rows went missing.
Preference summarisation
Turn many stated preferences into a usable profile.
Probability estimation
Put a number on a likelihood, and show the working.
Record counting
Answer how many, across systems that disagree.
Record lookup
Find the row behind the question.
Reference data
Maintain the lists everything else joins against.
Research search
Find the source, not just a page that mentions it.
Rubric evaluation
Score work consistently against written criteria.
Scheduled reporting
Produce the recurring numbers without a person assembling them.
Searchable activity log
Make what happened findable after the fact.
Sentiment classification
Label how people feel, at a volume nobody could read.
Source filtering
Keep the links worth reading and drop the rest.
Speaker separation
Work out who said which part.
Spreadsheet work
Formulas, pivots and the model living in a workbook.
SQL
Ask the database the question you meant to ask.
Statistics and records
Maintain the series everyone quotes.
Status lookup
Answer where something is, across systems.
Survey analytics
Read open text and closed questions together.
Task completion verification
Confirm the work was actually finished.
Text normalisation
Make messy text consistent enough to compute on.
Transcript cleanup
Turn raw transcription into something readable.
Trend monitoring
Watch a series and say when it turned.
Verbatim retrieval
Return the exact passage, not a paraphrase of it.
Video retrieval
Find the moment inside hours of footage.
Visual analysis
Read a chart, a diagram or a screenshot.
Workflows are opportunities to configure and validate with your team. Available integrations, deployment and measures of success are agreed for your scope.
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