Your data, enriched — not replaced

QuirkBot.ai is the AI enrichment layer for your own data. We attach signal, context, and quirks to your events—then visualize and forecast on your infrastructure. No agent sprawl. No data land-grab.

Bring-Your-Own-Data
On-Prem / Browser
Schema-Aware Enrichment
Ethical Governor

100

% reduction in external bandwith*

GDPR, POPIA and PCI Compliance Frameworks

Current Data Trends can be used for future forecase

See the Viz Tool Explore Enrichment

What makes QuirkBot different

Built for enrichment, not bot proliferation. Trustworthy, explainable, on your terms.

Enrichment over agents

We don’t spawn generic bots. We enrich your data with traits, context and provenance so downstream models remain auditable.

Yours stays yours

Run entirely in-browser or on-prem. No forced centralization, no lock-in. Keep IP and compliance intact.

Ethical & explainable

Self-auditing checks flag skew (e.g., >80% buys) and coverage gaps. Every enrichment step is logged.

Visualization & Controls

Upload CSV/JSON or fetch from your API. Filter by date, value, type, location, and quirk strength. Prune large datasets automatically.

Prefer the live demo? Open Viz Tool

Turnover: R0 | Buys: 0 | Redeems: 0 | ATV: R0 | Ratio: 0

Enrichment pipeline

Ingest: CSV/JSON, REST/GraphQL, S3, BigQuery.
Annotate: quirks (e.g., overvalue_risk), geo/context, time windows.
Prune & score: keep what’s meaningful; summarize the rest.
Forecast: light TF.js models on enriched signals.
Audit: bias & coverage checks with reasons.

Integrations

Source	Notes	Status
REST/GraphQL	JSON events (lon, lat, value, type, timestamp, quirk)	Ready
AWS S3	Signed URLs + PapaParse client-side	Ready
BigQuery	Thin proxy for auth/CORS	Recommended

Contact

Tell us about your dataset and enrichment goals.