Agent Jobs
One page per job an agent actually does. Each one runs in your browser on a small language model, with the decision rules written out, the ways it goes wrong, and an honest view of how much rope it should get on day one.
Filter 73 agent jobs
Every page has a live demo you can run, the rules it follows, how it fails, and the autonomy level it should start at. The badge shows where it belongs on day one, not where it could eventually go.
Support 6
Ticket triage
Reads every incoming ticket, tags it, sets priority, and sends it to the right queue.
autoFirst-draft replies
Writes a reply grounded in your help centre and leaves it in draft for a human to send.
approveRefund eligibility check
Pulls the order, applies the refund policy clause by clause, and says what it qualifies for.
approveEscalation watch
Spots tickets going quiet or going angry, and escalates before the customer does.
autoKnowledge base gap finder
Clusters the week's tickets and tells you which help articles you are missing.
assistPost-resolution follow up
Checks a week later that the fix held, and reopens the ticket when it did not.
approveSales 6
Lead research brief
Builds a one page brief on an account before the call: size, stack, news, likely pain.
assistCRM hygiene
Fills missing fields, merges duplicates, and flags records that contradict each other.
approveCall notes to next steps
Turns a call transcript into owners, dates, and CRM updates.
approveProposal first draft
Assembles a proposal from approved blocks, priced from the rate card.
approvePipeline nudge
Finds deals with no activity and drafts the right follow up for each one.
approveRFP question splitter
Breaks a 200 question RFP into owners and answers the ones you have answered before.
assistMarketing 6
Content repurposing
Turns one long piece into a newsletter, social posts, and a summary, on brand.
approveSEO brief builder
Researches a keyword and writes the brief a human writer works from.
assistAd copy variants
Generates ad variants inside your brand and legal rules, ready to test.
approveCampaign reporting
Pulls the numbers weekly, writes what moved, and says what it probably means.
autoCompetitor watch
Tracks named competitors and reports genuine changes rather than noise.
autoChurn signal watch
Spots accounts going quiet in the product and hands them over before renewal.
approveEngineering 8
Pull request reviewer
Reads the diff and comments on real defects rather than style noise.
approveFlaky test hunter
Reruns suspicious tests, isolates the flaky ones, and files them with evidence.
autoIncident first responder
Gathers logs, recent deploys, and similar past incidents into one timeline.
autoDependency upgrades
Bumps a dependency, runs the suite, and opens a PR only when it stays green.
approveDocs from code
Keeps the API reference matching the code and flags what drifted.
approveBacklog grooming
Deduplicates issues, links related ones, and drafts the missing repro steps.
approveChange log writing
Turns merged changes into a release note humans can read.
autoPostmortem drafts
Assembles the incident timeline and drafts the writeup without assigning blame.
approveData 7
Data quality watch
Runs freshness, null, and range checks nightly and explains what broke.
autoAd hoc question answering
Turns a plain English question into read-only SQL, runs it, and shows the query.
approveSpreadsheet cleanup
Normalizes messy exports: dates, currencies, names, duplicate rows.
approveAnomaly explainer
Notices a metric jump and assembles the three most likely causes with evidence.
assistDocument extraction
Pulls fields from invoices, contracts, and forms into structured rows with confidence.
approveReport assembly
Builds the recurring report and writes the commentary a person would have written.
approvePipeline repair triage
Diagnoses a failed pipeline run and proposes the one safe rerun.
approveIT and ops 7
Access request handling
Checks a request against policy, gathers the approvals, and prepares the change.
approveOnboarding runner
Works the new starter checklist and reports what needs a human.
approveAlert deduplication
Collapses a storm of alerts into one incident with a probable blast radius.
autoRunbook execution
Follows a written runbook step by step and stops at anything irreversible.
approveVendor renewal watch
Tracks contract dates and starts the review before auto-renewal.
autoShift and rota planning
Builds a rota that respects rules, then explains every constraint it could not meet.
approveInventory reorder
Watches stock against lead times and prepares the purchase order before you run out.
approveFinance 6
Invoice matching
Matches invoices to purchase orders and receipts, and lists only the exceptions.
approveExpense policy checks
Reviews claims against policy and explains every rejection in the claimant's words.
approveSpend anomaly watch
Flags a bill that jumped, with last month's number next to it.
autoCloud and LLM cost report
Attributes spend to teams and names the three biggest movements.
autoCollections follow up
Drafts the right reminder for the age of the debt and the relationship.
approveBudget question answering
Answers where a number came from by tracing it back to source rows.
approveHR 6
Job description drafting
Writes the posting from the role brief and your levelling guide.
approveApplication screening
Checks stated requirements only, never protected traits, and shows its reasoning per candidate.
approveInterview scheduling
Finds slots across panels and reschedules when someone drops out.
autoPolicy question answering
Answers staff questions from the handbook with the exact clause quoted.
autoOnboarding buddy
Answers a new starter's first-week questions and knows when to fetch a human.
autoExit interview themes
Summarizes leaver feedback into themes without exposing individuals.
assistResearch 5
Literature sweep
Finds relevant sources, extracts claims, and keeps the citation attached to each one.
assistMarket scan
Builds a comparison table across vendors from public material only.
assistRegulation tracking
Watches named regulators and reports changes that affect you, with the source text.
autoInterview synthesis
Turns a dozen user interviews into themes with quotes attached.
assistClaim checking
Checks each factual claim in a draft against a named source and flags the unsupported ones.
assistPersonal 6
Inbox triage
Sorts what needs you today, what can wait, and what is noise.
approveMeeting prep pack
Assembles who, history, and open items before each meeting.
autoStudy plan keeper
Plans your week of learning and adjusts when you miss a session.
autoTrip logistics
Builds the itinerary, checks the gaps, and never books anything without you.
approvePersonal bill watch
Watches recurring payments for the ones that crept up, and tells you which to cancel.
assistMaintenance scheduler
Tracks what needs doing to a home, a vehicle, or a fleet, and when.
autoIndustry 10
Clinical intake summary
Structures a patient intake form and flags red flags for a clinician, never diagnosing.
approveContract clause review
Compares a contract against your playbook and lists the clauses that deviate.
approveRetail returns triage
Applies the returns policy, spots fraud patterns, and prepares the label.
approveShipment exception handling
Watches shipments for the exceptions that need action today.
approveQuality inspection triage
Reads inspection results, holds the batches that fail, and explains which spec they broke.
approveIndustrial maintenance triage
Reads sensor and fault data, decides what needs a technician today, and prepares the job.
approveAssignment feedback drafts
Drafts feedback against a rubric and never assigns the final grade.
approveProperty listing quality
Checks listings for missing facts, illegal phrasing, and photos that do not match the text.
approveGrant application screening
Checks applications against eligibility rules and prepares the reviewer's summary.
approvePermit application checks
Validates a permit application against the code and lists exactly what is missing.
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