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Demo workspaces
Fourteen domain starter knowledge bases — a dozen companies across verticals (finance, healthcare, SaaS, legal, manufacturing, retail, real estate, energy, insurance, logistics, hospitality, and media), a university department, and a personal vault. Each is a complete workspace with real usage across every capability — 10–15 densely-wikilinked documents, a domain ontology, verified/certified sources, a governed live-data connector, a data-enabled agent with a saved run trace, a grounded chat conversation, sample answer-policy decisions, alerts, a report, an eval golden set, and more — so you can open one and feel the whole platform working end to end.
Seed them (idempotent — re-running reuses each workspace):
How each one is built
[[wikilinks]] resolved into a typed entity graph, with key sources verified/certified (Intake → Atlas → Warrant); a read-only SQL connector binds live queries to entities (Conduit); a data-enabled agent answers with citations and leaves a saved run trace, alongside a grounded chat conversation (Lens → Ports) under an answer policy that abstains without backing (Warrant); and a golden set, a coverage snapshot, and a report lock quality in (Crucible → Lineage). The seed is deterministic and idempotent — no LLM calls, so it runs offline in seconds per workspace.Cedar Peak Capital
Financial servicesA wealth-management firm's advisory, portfolio, and compliance knowledge base.
From client notes to a grounded, compliant answer
- Advisor notes, client files, portfolios, and compliance docs are ingested and wikilinked into one graph.
- The ontology types advisors, clients, portfolios, strategies, and regulations so retrieval is structured, not just text.
- A read-only connector to the portfolio accounting system turns “which clients are overweight tech?” into a live, cited answer.
- The answer policy abstains on market-prediction questions with no verified backing, and flags a Reg BI concentration breach as an alert.
Seed with yarn demo:seed finance
Riverside Community Clinic
Healthcare / outpatient careA multi-specialty clinic's providers, pathways, and quality knowledge base.
From scattered charts to a grounded, cited care-coordination answer
- Provider rosters, department pages, de-identified patient personas, care pathways, and quality docs are ingested and wikilinked.
- The ontology types providers, care teams, personas, departments, pathways, and quality measures so retrieval is structured.
- A read-only connector to the clinical-operations database answers “which patients in Cardiology have open care gaps?” with citations.
- The answer policy abstains on clinical-advice questions with no chart backing, and flags an overdue HbA1c quality gap.
Seed with yarn demo:seed healthcare
Beacon Software
B2B SaaSA software company's engineering, on-call, and customer-reliability knowledge base.
From a page at 2am to a grounded, cited incident answer
- Team docs, service catalogs, incident postmortems, runbooks, and account files are ingested and wikilinked into one graph.
- The ontology types teams, services, accounts, incidents, runbooks, and systems so retrieval follows the real dependency web.
- A read-only connector to the ops database answers “how many incidents are open?” and “which accounts are at churn risk?” live.
- The answer policy abstains on speculative questions with no incident record, and flags an ingest-SLA breach as an alert.
Seed with yarn demo:seed saas
Marlowe & Finch LLP
Legal servicesA business law firm's attorney, matter, and authority knowledge base.
From an intake memo to a grounded, cited answer
- Attorney memos, client files, matters, practice areas, and authorities are ingested and wikilinked into one graph.
- The ontology types attorneys, clients, matters, practice areas, authorities, and ethics rules so retrieval is structured.
- A read-only connector to the matter-management system answers “what’s on the docket for the Atlas deal?” with citations.
- The answer policy abstains on settlement-strategy questions that require attorney judgment, and flags a conflict-check hit.
Seed with yarn demo:seed legal
Ironwood Manufacturing
Discrete manufacturingA precision manufacturer's plant-floor, quality, and equipment knowledge base.
From plant-floor notes to a grounded, actionable answer
- Line, asset, product, supplier, and quality docs are ingested and wikilinked into one plant graph.
- The ontology types production lines, assets, products, suppliers, quality processes, and systems so retrieval is structured.
- A read-only connector to the MES answers “which line has the lowest OEE?” and “downtime for Assembly Line 1” live.
- The answer policy abstains on equipment-failure predictions with no verified backing, and flags an SPC out-of-control signal.
Seed with yarn demo:seed manufacturing
Summit Outfitters
Omnichannel retailAn outdoor-gear retailer's merchandising, store, and inventory knowledge base.
From store notes to a grounded, live merchandising answer
- Store profiles, category and vendor docs, campaigns, and findings are ingested and wikilinked into one graph.
- The ontology types stores, categories, vendors, campaigns, and fulfillment methods so retrieval is structured.
- A read-only connector to the retail data warehouse answers “which SKUs at Boulder Flagship are below reorder point?” live.
- The answer policy abstains on next-year foot-traffic forecasts with no verified backing, and flags a below-reorder category.
Seed with yarn demo:seed retail
Beacon Property Group
Residential property managementA residential property manager's occupancy, leasing, and maintenance knowledge base.
From scattered property files to a grounded occupancy and maintenance answer
- Property files, tenant records, leases, vendor contacts, and manager notes are ingested and wikilinked into one graph.
- The ontology types properties, units, tenants, leases, vendors, and managers so retrieval is structured.
- A read-only connector to the property-management database answers “what’s the occupancy at Maple Court?” live.
- The answer policy refuses fair-housing-risky screening questions with no verified backing, and flags an SLA-breaching work order.
Seed with yarn demo:seed realestate
Helios Grid Utilities
Electric utilityA regional grid operator's asset, outage, and reliability-compliance knowledge base.
From SCADA alarms to a grounded, compliant reliability answer
- Substation records, line docs, outage findings, crew logs, and compliance material are ingested and wikilinked into one graph.
- The ontology types substations, transmission lines, outage events, crews, control systems, and regulations so retrieval is structured.
- A read-only connector to the grid-operations database answers “which substations have active outages?” live and cited.
- The answer policy abstains on speculative reliability questions with no telemetry backing, and raises an outage + an overdue PRC-005 inspection as alerts.
Seed with yarn demo:seed energy
Sentinel Mutual Insurance
Property & casualty insuranceA P&C insurer's claims, underwriting, and reinsurance knowledge base.
From claim files to a grounded, governed claims answer
- Policy files, claim notes, underwriting guidelines, and reinsurance treaties are ingested and wikilinked into one graph.
- The ontology types adjusters, underwriters, coverage lines, policies, claims, and treaties so retrieval is structured.
- A read-only connector to the claims system answers “what’s our open reserve by line?” and “who’s overloaded?” live and cited.
- The answer policy abstains on speculative questions (“will there be a hurricane?”) and raises a loss-ratio breach as an operational alert.
Seed with yarn demo:seed insurance
Ironline Logistics
Transportation & logisticsA trucking carrier's fleet, lane, and on-time-delivery knowledge base.
From dispatch notes to a grounded, on-time answer
- Driver, tractor, lane, facility, and customer docs are ingested and wikilinked into one operations graph.
- The ontology types drivers, tractors, lanes, shipments, facilities, and partner carriers so retrieval is structured.
- A read-only connector to the TMS answers “which lanes are below the on-time target?” live and cited.
- The answer policy abstains on weather-prediction questions with no verified backing, and flags a lane on-time breach as an alert.
Seed with yarn demo:seed logistics
Harbor View Hotels
Hospitality & lodgingA boutique hotel group's revenue, operations, and guest-experience knowledge base.
From property notes to a grounded, revenue-aware answer
- Property playbooks, room types, guest personas, outlets, groups, and loyalty docs are ingested and wikilinked into one graph.
- The ontology types properties, room types, personas, outlets, groups, and loyalty tiers so retrieval is structured.
- A read-only connector to the property-management system answers “what was RevPAR at the Waterfront last weekend?” live and cited.
- The answer policy abstains on demand-forecast questions with no verified backing, and flags a comp-set RevPAR lag as an alert.
Seed with yarn demo:seed hospitality
Lumina Media
Media & entertainmentA streaming company's content, subscriber, and advertising knowledge base.
From viewership data to a grounded content and growth decision
- Titles, franchises, creators, cohorts, campaigns, and licensing docs are ingested and wikilinked into one graph.
- The ontology types titles, franchises, cohorts, campaigns, licensing rights, and creators so retrieval is structured.
- A read-only connector to the content-analytics platform answers “which cohort is churning fastest?” live and cited.
- The answer policy abstains on “will this unreleased title be a hit?” with no verified backing, and flags a winback churn spike as an alert.
Seed with yarn demo:seed media
Lakeside University — School of Computing
Higher educationA university computing department's advising, curriculum, and enrollment knowledge base.
From course catalog to a grounded advising answer
- Faculty bios, program requirements, course pages, and advising notes are ingested and wikilinked into one graph.
- The ontology types faculty, programs, courses, research groups, students, and systems so retrieval is structured.
- A read-only connector to the student information system answers “which sections are over capacity?” live and cited.
- The answer policy abstains on grade-prediction questions with no record backing, and flags a section-capacity breach.
Seed with yarn demo:seed education
The Lindqvist Household Vault
Personal & householdA family's people, money, home, health, and travel — linked and recallable.
From scattered household facts to one grounded, cited answer
- Family notes, accounts, appliance warranties, health records, projects, and travel plans are ingested and wikilinked.
- The ontology types people, financial accounts, projects, appliances, health records, and trips so retrieval is structured.
- A read-only connector to the personal-finance database answers “what did we spend on groceries this month?” live.
- The answer policy abstains on questions the vault can’t back (like whether to refinance), and surfaces an expiring warranty.
Seed with yarn demo:seed personal
Want a domain that isn't here? A pack is pure data — copy scripts/demo/packs/finance.ts, change the content, and add it to the registry. See also the use-case patterns and the capability map.