The catalogue
Every agent from the GIANA desk, with a name you can put in a business case. Filter by sector or search.
35 named agents
Benefits fraud detection
Government · Integrity of public claims
Flags suspicious benefit claims earlier, with fewer false positives and a reason every investigator can read.
Policy compliance monitor
Government · Regulatory adherence
Watches operational activity against the policies you are already held to, and raises exceptions for human review.
Procurement transparency
Government · Contracts and vendor spend
Makes contracts, vendors, and spend patterns visible enough that leadership can defend a purchase.
Public records handler
Government · FOI and records requests
Structures incoming records requests, tracks statutory clocks, and drafts a first pack for a human officer.
Budget allocation
Government · Programme finance
Helps finance teams see where budget is committed, unused, or drifting against stated priorities.
Grant application reviewer
Government · Fair evaluation
Supports grant panels with structured first reads so scoring stays consistent and explainable.
Citizen service desk
Government · Service navigation
Answers routine citizen questions and routes the rest to the right team — with a transcript an officer can stand behind.
Permits and licensing
Government · Application throughput
Checks applications for completeness, sequences the next human step, and keeps applicants informed.
Healthcare triage
Healthcare · Intake and prioritisation
Structures incoming enquiries and referrals so clinical and admin teams see who needs attention first.
Prior authorisation
Healthcare · Admin approvals
Assembles the evidence a payer or trust already asks for, so authorisations move without a clinician chasing paperwork.
Predictive bed management
Healthcare · Patient flow
Forecasts likely discharges and demand so bed meetings start from a shared picture, not five spreadsheets.
Personalised medicine insights
Healthcare · Clinical support
Surfaces literature and record patterns a specialist asked to see — never as an unsupervised treatment order.
Equipment maintenance
Healthcare · Clinical engineering
Watches device and workshop signals so engineers plan maintenance before a theatre list is cancelled.
Hospital capacity
Healthcare · Resource allocation
Shows occupancy, staffing pressure, and likely bottlenecks so the site team can move work, not just firefight.
Dropout prevention
Education · Retention and intervention
An early-warning agent that helps educators spot risk sooner and act with student-centred, explainable next steps.
Personalised learning
Education · Adaptive study paths
Suggests the next piece of work a student should see, based on your curriculum — teachers remain the editor.
Student wellbeing support
Education · Early pastoral help
Helps pastoral teams notice who may need a conversation — and routes them to people, not a chatbot therapist.
Enrolment prediction
Education · Planning and recruitment
Forecasts likely enrolment so estates, staffing, and outreach are planned on a shared number.
Financial aid optimiser
Education · Awards and access
Helps awards teams see who is eligible and how pots are used — humans still make the award.
Alumni engagement
Education · Advancement
Helps advancement teams see who to invite, thank, or ask — without treating alumni as a marketing list for sale.
Campus safety monitor
Education · Operations and duty
Consolidates duty logs and incident signals for a campus safety lead — it does not police students.
Library recommender
Education · Collections and research
Recommends holdings from your catalogue for a course or research question — librarians remain the guide.
Teacher performance support
Education · Professional development
Gives heads of department a structured view of workload and outcomes for coaching — not a league table.
Parent communication
Education · Family updates
Drafts clear updates from the records a school already keeps, for a tutor to send or rewrite.
Fundraising intelligence
NGOs · Donor programmes
Helps fundraising teams see who to thank, ask, or leave alone — campaigns stay a human craft.
Beneficiary support
NGOs · SMS and low-connectivity
Answers routine eligibility and programme questions on SMS or WhatsApp, then hands hard cases to a person.
Impact reporting
NGOs · Funder packs
Turns field and finance data into a draft impact pack a programme lead can stand behind.
Grant discovery
NGOs · Opportunities and proposals
Matches open calls to your programmes and drafts a first proposal skeleton from your own language.
Programme fraud watch
NGOs · Finance and compliance
Watches disbursements and eligibility for patterns a finance lead should review.
Volunteer matching
NGOs · People and skills
Matches volunteer skills to shifts and tracks who actually came — coordinators still make the ask.
Crisis allocation
NGOs · Emergency operations
Helps ops leads see where people and stock should go next in a fast-moving response.
Programme targeting
NGOs · Who is served
Checks applicants against the criteria you published, so inclusion errors are caught before a payment.
Content and translation
NGOs · Multilingual comms
Drafts and translates programme copy into the languages you operate in, for a comms lead to approve.
Advocacy intelligence
NGOs · Policy campaigns
Tracks the bills, hearings, and coverage a campaign cares about, so advocates spend time on the argument.
Finance transparency
NGOs · Donor and regulator reporting
Monitors restricted funds and produces a transparency pack stakeholders can actually read.