Sixty agents that already work.
Each opens in the AI Factory as a complete flow — sources, checks and approvals already wired. Your team starts by testing it on your own data, not by wiring steps together.
60 of them, across 11 teams, 13 for pension and retirement funds. 8 have a real run you can replay, step by step.
Where teams usually start
Six that show the range: a cited answer with an approval, a triage that routes, a timeline built from a system’s own events, a reconciliation that does its arithmetic in a table step rather than in a model.
Member service copilot
Drafts a plain-language reply to a member’s question from your plan documents, naming the section it relies on.
SupportReal run7 stepsTicket triage
Sorts each ticket as a bug, billing or how-to question and drafts the response that kind needs.
Support10 stepsIncident timeline
Turns the alerts and chat you paste in into a timestamped timeline, posted to the incident channel on approval.
Engineering7 stepsInvoice reader
Reads an attached invoice and returns the fields your ledger needs, leaving anything absent blank rather than guessing.
FinanceReal run5 stepsContribution monitoring
Every weekday at 07:00, lists employers whose contributions are late, short or missing, with shortfalls computed in the database.
Finance5 stepsRegulator notice watcher
Reads a regulator page every morning and posts to your compliance channel only when something affects you.
Compliance6 steps
8 of them have a run you can replay
Watch oneRecorded from the product on synthetic data — every step, what it returned, how long it took and what the model cost. Two of them stop and wait for a person, because that is what the flow does.
- Invoice readerReads an attached invoice and returns the fields your ledger needs, leaving anything absent blank rather than guessing.2.4 s·<$0.001·4 steps
- Claim intakeReads each incoming claim for the details you need and stops any without a policy number for your team.1.6 s·<$0.001·4 steps
- Member service copilotDrafts a plain-language reply to a member’s question from your plan documents, naming the section it relies on.1.9 s·<$0.001·5 steps
- Plan document assistantStaff ask the plan documents, policies and FAQs a question and get an answer quoting the section it relies on.1.8 s·<$0.001·4 steps
- Retirement application reviewChecks a retirement application against your plan rules, lists what’s missing, and drafts the reply for approval.4.1 s·$0.009·5 stepsstopped for a person
- Enrolment completeness checkPulls the required details from each new enrollment and stops any without a signed election for your team to chase.1.1 s·<$0.001·4 stepsstopped for a person
- Member data qualityFinds members with no date of birth, no beneficiary or a shared identifier, and counts them by issue each week.2.3 s·$0.002·5 steps
- Investment performance reportOn the 3rd of each month, sets each fund against its benchmark and target and names every shortfall.3.1 s·$0.003·5 steps
Built for pension and retirement funds
See all 1313 flows for member service, contributions, retirement cases, reconciliation and executive reporting, generic by design and ready to point at your own administration system.
Member 360
Type a member number and get status, employer, contribution history and total, read from your administration database.
Support5 stepsMember service copilot
Drafts a plain-language reply to a member’s question from your plan documents, naming the section it relies on.
SupportReal run7 stepsPlan document assistant
Staff ask the plan documents, policies and FAQs a question and get an answer quoting the section it relies on.
SupportReal run4 stepsRetirement application review
Checks a retirement application against your plan rules, lists what’s missing, and drafts the reply for approval.
OperationsReal run6 stepsEnrolment completeness check
Pulls the required details from each new enrollment and stops any without a signed election for your team to chase.
OperationsReal run5 stepsAssistance application triage
Sorts each hardship application as urgent, routine or incomplete and writes it up against your criteria, never recommending an amount.
Operations10 steps
Every template
Search by what you need done, or narrow by industry, team and how a flow starts.
First-line support
Answers customer questions from your help center and runbooks with sources cited, and hands empty results to your team.
Support7 stepsTicket triage
Sorts each ticket as a bug, billing or how-to question and drafts the response that kind needs.
Support10 stepsEscalation write-up
Turns a messy thread into a handover note, then posts it to the on-call channel once someone approves it.
Support7 stepsRFP answer drafter
Attach a questionnaire and get answers drafted from your past RFPs, policies and security docs, each one sourced.
Sales4 stepsCompetitor battlecard
Answers "how do we compare to X" from your own positioning, and refuses to invent a competitor claim.
Sales4 stepsDeal brief before a call
Type an account name and get a brief from your CRM notes, posted to your deal channel in Slack.
Sales6 stepsCode review copilot
Reviews a diff against your own conventions rather than generic advice.
Engineering4 stepsIncident timeline
Turns the alerts and chat you paste in into a timestamped timeline, posted to the incident channel on approval.
Engineering7 stepsOn-call morning digest
Runs on a schedule and posts what changed overnight to the team channel.
Engineering6 stepsAPI helper over your own API
Answers questions about your service and can call it — reads run, writes ask a person first.
Engineering5 stepsContract redline
Paste a clause and get acceptable, acceptable with a change, or not acceptable, with your playbook position quoted.
Legal4 stepsPrivacy questionnaire
Answers data-protection questions from your DPA and records of processing.
Legal4 stepsPolicy answer desk
Answers 'are we allowed to' questions from your own policies with the clause quoted, and says when policy is silent.
Compliance7 stepsEmployee handbook desk
Answers staff questions from the handbook, with personal data redacted before the model ever sees it.
People4 stepsNew starter guide
Answers a new starter’s question by kind, laptop and access, pay and policy, or who to talk to.
People10 stepsSpend policy desk
Answers spending questions from your expense and procurement policy with the limit, approver and receipt rule quoted.
Finance7 stepsProcess safety assistant
Answers process-safety questions from standards and guidance, citing the book and page.
Operations4 stepsIncident report writer
Writes an incident report in your house format, then a second agent checks it against the regulations.
Operations5 stepsGxP validation assistant
Answers validation questions from your SOPs and keeps every answer traceable to a controlled document.
Quality4 stepsField service assistant
Answers an engineer on site from the manuals, and can raise a work order once someone approves it.
Operations6 stepsFeedback summariser
Turns raw feedback into themes with the quotes that support each one.
Product4 stepsSpec reviewer
Reads a spec against what already exists and flags what it contradicts or duplicates.
Product4 stepsClaims checker
Checks copy against what you can actually substantiate, and marks anything unsupported.
Marketing4 stepsInvoice reader
Reads an attached invoice and returns the fields your ledger needs, leaving anything absent blank rather than guessing.
FinanceReal run5 stepsLease abstractor
Pulls the terms out of a lease — dates, rent, break clauses — so a portfolio can be compared without reading every document.
Legal5 stepsForm processor
Turns a scanned or photographed form into fields, reading the picture rather than expecting typed text.
Operations4 stepsCandidate screener
Scores an application against the criteria for the role, quoting the evidence for every mark so a rejection can be explained.
People5 stepsSupplier risk scorer
Scores a supplier submission against your risk criteria and sends anything below the bar to a person.
Operations5 stepsLead scorer
Scores an inbound lead against your qualification criteria so the pipeline is ordered by something other than arrival time.
Sales5 stepsDocument filer
Puts a label on an incoming document so it can be filed and counted, and says when nothing fits.
Operations3 stepsFeedback tagger
Tags a piece of feedback by theme so a month of it can be counted rather than read.
Product3 stepsGrant matcher
Finds the grants an organisation is actually eligible for, and says what would rule each one out.
Finance4 stepsStaffing matcher
Suggests who to put on a piece of work, from what your own records say they have actually done.
People4 stepsContract version comparison
Says what changed between two drafts and what each change means, ignoring rewording that carries the same sense.
Legal4 stepsStatement reconciliation
Compares a statement against your own records and lists only what does not agree.
Finance4 stepsRegulator notice watcher
Reads a regulator page every morning and posts to your compliance channel only when something affects you.
Compliance6 stepsCompetitor page watcher
Watches a competitor page and tells the channel when the claims or pricing move.
Marketing6 stepsCall notes to actions
Transcribes a call, pulls out what was decided and promised, and has someone check the actions before any are raised.
Sales5 stepsCall compliance check
Transcribes a recorded call and checks what was said against the disclosures that had to be given.
Compliance4 stepsCustomer reply translator
Translates a reply into the customer’s language, keeping your product terms exactly as your glossary has them.
Support4 stepsSpoken safety briefing
Answers a safety question and reads it aloud, written to be heard rather than read.
Operations5 stepsDiagram illustrator
Turns a rough description into a clean illustration brief and then into a picture.
Marketing4 stepsClaim intake
Reads each incoming claim for the details you need and stops any without a policy number for your team.
OperationsReal run5 stepsMarket brief
Searches for what has been said recently about a market or a company, reads the best source properly, and writes it up against what you already know.
Sales5 stepsBudget questions
Answers spend questions from an export — totals by cost centre, by month, over budget — with the arithmetic done in code rather than by a model.
Finance5 stepsAgeing report
Groups open items by age or owner and says what is oldest, from an export or a ticket API.
Operations5 stepsPublic documentation search
A grounded assistant for a public link — refuses anything not in the docs, so it cannot be talked into a claim.
Support4 stepsMember 360
Type a member number and get status, employer, contribution history and total, read from your administration database.
Support5 stepsMember service copilot
Drafts a plain-language reply to a member’s question from your plan documents, naming the section it relies on.
SupportReal run7 stepsPlan document assistant
Staff ask the plan documents, policies and FAQs a question and get an answer quoting the section it relies on.
SupportReal run4 stepsRetirement application review
Checks a retirement application against your plan rules, lists what’s missing, and drafts the reply for approval.
OperationsReal run6 stepsEnrolment completeness check
Pulls the required details from each new enrollment and stops any without a signed election for your team to chase.
OperationsReal run5 stepsAssistance application triage
Sorts each hardship application as urgent, routine or incomplete and writes it up against your criteria, never recommending an amount.
Operations10 stepsMember data quality
Finds members with no date of birth, no beneficiary or a shared identifier, and counts them by issue each week.
OperationsReal run5 stepsContribution monitoring
Every weekday at 07:00, lists employers whose contributions are late, short or missing, with shortfalls computed in the database.
Finance5 stepsPayment reconciliation
Name a period and get the employers whose payments don’t match what was due, each difference computed in the database.
Finance5 stepsInvestment performance report
On the 3rd of each month, sets each fund against its benchmark and target and names every shortfall.
FinanceReal run5 stepsExecutive briefing
Every Monday at 07:30, posts leadership a cited note: where the fund stands, what changed, what needs deciding.
Operations6 stepsMember communication drafter
Drafts a letter, email or notice to members or employers from your plan documents and holds it for approval.
Marketing6 stepsEmployer relationship brief
Name an employer and get its members, contribution record, open cases, last contact and the next step to take.
Sales4 steps
That is all 60 templates.
From template to a live agent
The same builder, tests and release review apply to a template as to anything built from scratch.
- Open it as a working flow
- Every step, source, branch and approval is already in place, and every one of them can be changed before it runs on your data.
- Prove it before it ships
- An evaluation set can gate the release, so a change that breaks an answer never reaches anyone. A question it cannot answer from the sources leaves the gate unproven, not passed.
- Keep a person on the decisions
- A run that needs a decision stops and says exactly what approving will do, and who it is waiting for.
- Publish where people work
- A form, an embedded widget, Microsoft Teams or a scheduled batch — with its own access and limits per deployment.
See one run on your own documents
Bring a process you would hand to an agent. We start from the nearest template and run it against your material.