Agents and workflows I’ve worked on. The task, the approach and the decisions behind it.
01 / Market intelligenceAnonymised example
Market questions. Answers you can trace.
An agent that answers business questions with dated citations, flags conflicting sources and declines to answer when the evidence is too old.
A decision that mattered
The age of a source matters as much as what it says.
Inside the workflow +
The response connects claims to their sources and makes disagreements visible. When current evidence is missing, the agent says so instead of presenting an outdated answer as fact.
AI agent / Source freshness / Citations / Conflicting evidence
Evidence deskIllustrative example
A question worth checking
What has changed in this market?
Source ADated citation
Source BDated citation
Sources disagree on the outlook.
Stale evidence? Hold the answer.
↳ The evidence stays attached to the answer.
02 / Invoice triageAnonymised example
Three documents. One clearer decision.
A workflow that extracts an invoice, checks it against a purchase order and delivery note, assigns account codes and routes exceptions with plain-language reasons.
A decision that mattered
An exception needs a reason someone can act on.
Inside the workflow +
The workflow brings the supporting documents together so discrepancies can be reviewed in context. Exceptions are routed with an explanation of what needs attention, rather than a generic failure message.
Reason for reviewInvoiced quantity exceeds delivery.
↳ Show what needs checking, and why.
03 / Stakeholder reportingAnonymised example
Monthly inputs. A board-ready report.
A workflow that combines an operations workbook and management accounts into a branded monthly PDF for stakeholder review.
A decision that mattered
Bring the sources together before shaping the story.
Inside the workflow +
The workflow brings operational and financial information into one reporting process, then produces a consistent document for review. The format makes the recurring output easier to prepare and navigate.
A workflow that turns a portfolio workbook into a client-ready daily market note, bringing the source information into a concise, repeatable format.
A decision that mattered
Make the daily output easy to read and repeat.
Inside the workflow +
The workbook provides the input for the market note. The workflow turns that information into a structured update, reducing the repeated work of assembling and formatting each edition.
Selected use cases, described without client names or identifying details. Visuals are illustrative.
02 / Try the logic
What happens when the input is wrong?
Good automation knows when to stop. Watch it run. Switch the input to see what changes.
Source preview
Records received
3 / 3
Calculated total
R 14,000
Reported total
R 14,000
02 / Follow the workflowReady
01
Check record coverageDid every expected record arrive?
Waiting
02
Reconcile the totalsCalculate from the source. Compare.
Waiting
03
Prepare a review copyDraft only when both checks pass.
Waiting
Awaiting a run
Choose an input. See what the workflow lets through.
Interactive illustration with synthetic data. Checks run in your browser; commentary is a local template, not an AI service.
↗Tyler, in Cape Town.33.9° S / 18.4° E
03 / The person
Howzit, I’m Tyler.
I’m based in Cape Town. I like taking an idea apart, finding out how it works and building something with it.
Away from a screen, that usually means slow travel, scuba diving or a new trail. I value the freedom to explore—and the discipline to finish what I start.
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