see it run.
Real workflows — the boring parts, automated. Each demo runs a real reasoning step on fake data, streams the tokens live, and hands back a structured receipt showing what it would do in production.
These run on free-tier AI for the demo. In production, the same workflows write to your real tools, log every run, and are reversible. The interesting part isn’t the model — it’s the wiring around it.
// Finance
invoice triage.
Parse vendor invoices, match them against purchase orders, and file the clean ones while escalating anything that doesn't reconcile.
gmail ─┐
├─► parse ─► match po ─► file
pdf ───┘ └─► escalateexpense audit.
Read a receipt and expense line, check it against company policy, and approve, flag, or reject — with the specific rule that triggered the decision.
receipt ──► categorise ──► match policy
│
├─► approve
├─► flag
└─► reject + cite rulebudget anomaly.
Compare category budgets against actuals, flag overspend and unusual vendor patterns, and suggest adjustments before month-end close.
budgets ──► compare actuals
│
├─► flag overspend
├─► cluster vendors
└─► suggest adjustmentschargeback dispute.
Read a chargeback dispute, assemble evidence from the transaction record, score the win probability, and draft a rebuttal ready to submit.
dispute ──► pull evidence ──► score odds
│
├─► assemble packet
├─► draft rebuttal
└─► flag fraud pattern// Operations
ticket router.
Read an incoming support ticket, classify intent and severity, and draft a reply a human can sign off on — flagging anything that looks like churn.
inbox ──► classify ──► sev ──► team
│ │
└──► draft ───┴─► human reviewclaim triage.
Read a first-notice-of-loss narrative, classify the peril, assess severity, and propose next actions — routing to the right adjuster tier.
fnol ──► classify peril ──► severity
│
├─► assign adjuster
├─► next actions
└─► flag fraud signals// Productivity
meeting notes.
Turn a meeting transcript into structured action items with owners, due dates, and a clickable trail back to the line that said so.
transcript ──► extract ──► owner + due
└──► summarise
└──► link to source lineissue triage.
Read a GitHub or Jira issue, estimate scope and risk, classify the component, and propose a reviewer and sprint assignment.
issue ──► parse ──► scope + risk
│
├─► component owner
├─► severity label
└─► sprint proposalneed one we haven’t built?
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