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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):

Codebash
yarn demo:seed            # every domain (one workspace each)
yarn demo:seed finance    # just one, by slug

How each one is built

Every workspace follows the same pipeline and exercises every system: documents are ingested and their [[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 services

A wealth-management firm's advisory, portfolio, and compliance knowledge base.

From client notes to a grounded, compliant answer

  1. Advisor notes, client files, portfolios, and compliance docs are ingested and wikilinked into one graph.
  2. The ontology types advisors, clients, portfolios, strategies, and regulations so retrieval is structured, not just text.
  3. A read-only connector to the portfolio accounting system turns “which clients are overweight tech?” into a live, cited answer.
  4. 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 care

A multi-specialty clinic's providers, pathways, and quality knowledge base.

From scattered charts to a grounded, cited care-coordination answer

  1. Provider rosters, department pages, de-identified patient personas, care pathways, and quality docs are ingested and wikilinked.
  2. The ontology types providers, care teams, personas, departments, pathways, and quality measures so retrieval is structured.
  3. A read-only connector to the clinical-operations database answers “which patients in Cardiology have open care gaps?” with citations.
  4. 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 SaaS

A software company's engineering, on-call, and customer-reliability knowledge base.

From a page at 2am to a grounded, cited incident answer

  1. Team docs, service catalogs, incident postmortems, runbooks, and account files are ingested and wikilinked into one graph.
  2. The ontology types teams, services, accounts, incidents, runbooks, and systems so retrieval follows the real dependency web.
  3. A read-only connector to the ops database answers “how many incidents are open?” and “which accounts are at churn risk?” live.
  4. 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 services

A business law firm's attorney, matter, and authority knowledge base.

From an intake memo to a grounded, cited answer

  1. Attorney memos, client files, matters, practice areas, and authorities are ingested and wikilinked into one graph.
  2. The ontology types attorneys, clients, matters, practice areas, authorities, and ethics rules so retrieval is structured.
  3. A read-only connector to the matter-management system answers “what’s on the docket for the Atlas deal?” with citations.
  4. 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 manufacturing

A precision manufacturer's plant-floor, quality, and equipment knowledge base.

From plant-floor notes to a grounded, actionable answer

  1. Line, asset, product, supplier, and quality docs are ingested and wikilinked into one plant graph.
  2. The ontology types production lines, assets, products, suppliers, quality processes, and systems so retrieval is structured.
  3. A read-only connector to the MES answers “which line has the lowest OEE?” and “downtime for Assembly Line 1” live.
  4. 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 retail

An outdoor-gear retailer's merchandising, store, and inventory knowledge base.

From store notes to a grounded, live merchandising answer

  1. Store profiles, category and vendor docs, campaigns, and findings are ingested and wikilinked into one graph.
  2. The ontology types stores, categories, vendors, campaigns, and fulfillment methods so retrieval is structured.
  3. A read-only connector to the retail data warehouse answers “which SKUs at Boulder Flagship are below reorder point?” live.
  4. 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 management

A residential property manager's occupancy, leasing, and maintenance knowledge base.

From scattered property files to a grounded occupancy and maintenance answer

  1. Property files, tenant records, leases, vendor contacts, and manager notes are ingested and wikilinked into one graph.
  2. The ontology types properties, units, tenants, leases, vendors, and managers so retrieval is structured.
  3. A read-only connector to the property-management database answers “what’s the occupancy at Maple Court?” live.
  4. 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 utility

A regional grid operator's asset, outage, and reliability-compliance knowledge base.

From SCADA alarms to a grounded, compliant reliability answer

  1. Substation records, line docs, outage findings, crew logs, and compliance material are ingested and wikilinked into one graph.
  2. The ontology types substations, transmission lines, outage events, crews, control systems, and regulations so retrieval is structured.
  3. A read-only connector to the grid-operations database answers “which substations have active outages?” live and cited.
  4. 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 insurance

A P&C insurer's claims, underwriting, and reinsurance knowledge base.

From claim files to a grounded, governed claims answer

  1. Policy files, claim notes, underwriting guidelines, and reinsurance treaties are ingested and wikilinked into one graph.
  2. The ontology types adjusters, underwriters, coverage lines, policies, claims, and treaties so retrieval is structured.
  3. A read-only connector to the claims system answers “what’s our open reserve by line?” and “who’s overloaded?” live and cited.
  4. 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 & logistics

A trucking carrier's fleet, lane, and on-time-delivery knowledge base.

From dispatch notes to a grounded, on-time answer

  1. Driver, tractor, lane, facility, and customer docs are ingested and wikilinked into one operations graph.
  2. The ontology types drivers, tractors, lanes, shipments, facilities, and partner carriers so retrieval is structured.
  3. A read-only connector to the TMS answers “which lanes are below the on-time target?” live and cited.
  4. 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 & lodging

A boutique hotel group's revenue, operations, and guest-experience knowledge base.

From property notes to a grounded, revenue-aware answer

  1. Property playbooks, room types, guest personas, outlets, groups, and loyalty docs are ingested and wikilinked into one graph.
  2. The ontology types properties, room types, personas, outlets, groups, and loyalty tiers so retrieval is structured.
  3. A read-only connector to the property-management system answers “what was RevPAR at the Waterfront last weekend?” live and cited.
  4. 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 & entertainment

A streaming company's content, subscriber, and advertising knowledge base.

From viewership data to a grounded content and growth decision

  1. Titles, franchises, creators, cohorts, campaigns, and licensing docs are ingested and wikilinked into one graph.
  2. The ontology types titles, franchises, cohorts, campaigns, licensing rights, and creators so retrieval is structured.
  3. A read-only connector to the content-analytics platform answers “which cohort is churning fastest?” live and cited.
  4. 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 education

A university computing department's advising, curriculum, and enrollment knowledge base.

From course catalog to a grounded advising answer

  1. Faculty bios, program requirements, course pages, and advising notes are ingested and wikilinked into one graph.
  2. The ontology types faculty, programs, courses, research groups, students, and systems so retrieval is structured.
  3. A read-only connector to the student information system answers “which sections are over capacity?” live and cited.
  4. 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 & household

A family's people, money, home, health, and travel — linked and recallable.

From scattered household facts to one grounded, cited answer

  1. Family notes, accounts, appliance warranties, health records, projects, and travel plans are ingested and wikilinked.
  2. The ontology types people, financial accounts, projects, appliances, health records, and trips so retrieval is structured.
  3. A read-only connector to the personal-finance database answers “what did we spend on groceries this month?” live.
  4. 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.