Speir is not only tracking content. Speir is tracking the economic relationships around content: who created it, who owns it, who funded it, who promoted it, who distributed it, who engaged with it, what revenue events are associated with it, and who should be paid.
Identity, consent, provenance, rights, contracts, distribution, ads, revenue, obligations, audit, and CauseIQ.
Likely influenced, strongly supported, and experimentally proven keep causal claims evidence-safe.
Graph Fabric explains relationships and obligations. The financial ledger remains the source of truth.
Every Speir app must emit relationship events into the shared Graph Fabric.
Fusion IQ reads across the family to produce intelligence, accountability, and action.
Who is involved, what they can do, what they consented to, and what changed.
Connects people, companies, accounts, wallets, roles, permissions, and tenant scopes.
Tracks data permissions, AI usage permissions, ad targeting permissions, and revocation history.
Maps agreements, restrictions, approval gates, payment terms, windows, territories, and obligations.
Records who approved, changed, released, reviewed, or overrode sensitive workflow events.
What was created, who owns it, where it moved, who promoted it, and who engaged.
Tracks content origin, versions, AI usage, contributors, source assets, and credential manifests.
Connects works, assets, rights holders, licenses, distribution permissions, and ownership claims.
Shows where assets moved across Speir, InterQ, theaters, streamers, publishers, and partner channels.
Links publishers, articles, videos, schemas, prompts, and AI answers that mention or cite a work.
Connects campaigns, creatives, placements, audiences, impressions, conversions, and sponsor exposure.
What revenue is associated, what obligations exist, and what evidence supports action.
Estimates likely causal relationships using evidence, timing, campaign data, audience behavior, and revenue movement.
Connects revenue events to the content, campaigns, audiences, rights, and obligations associated with them.
Calculates who may be owed from royalties, residuals, investor returns, revenue shares, refunds, and taxes.
CauseGraph estimates likely causal relationships and only escalates claims when evidence supports it.
Publisher source influenced or contributed to an AI answer citing the film.
Citation appeared after structured profile update and before ticket demand increased.
Paid campaign lift is supported by timing, geo-match, and conversion path evidence.
Phoenix impressions, click-throughs, and sales rose in the activated market during the campaign window.
Controlled placement test proved incremental subscription starts for the audience cohort.
Holdout and exposed cohorts had clean assignment, tracked exposure, and reconciled purchase events.
The graph makes Speir bigger than separate content, ad, ticketing, analytics, or fintech tools.
A journalist, writer, studio, or creator produces an article, script, campaign, film, show, or source asset.
ProvenanceGraphOwnership, licenses, contracts, territories, approvals, and distribution windows are attached.
RightsGraph + ContractGraphThe asset moves across Speir, InterQ, publishers, theaters, streamers, or partner platforms.
DistributionGraphAudiences, AI answers, ad campaigns, citations, and creator posts generate measurable engagement.
CitationGraph + AdGraph + AudienceGraphSubscriptions, ticket purchases, ads, sponsorships, and licensing events are associated with the work.
RevenueGraphRoyalty, residual, investor, creator, crew, refund, and tax obligations are prepared for ledger execution.
ObligationGraphFusion IQ assembles evidence, confidence, audit history, and recommended actions for operators.
CauseGraph + AuditGraph