Pollination analytics, end-to-end

Turn field cameras into validated ecological insight.

Polli stitches detection, taxonomy, and provenance into a single pipeline so labs, parks, and schools can study pollinators at scale.

Open source firstProvenance intactSelf-host ready
Color-field inspired Polli gradient

What Polli does

Survey, validate, and communicate ecological evidence with one stack.

Detect & track

Turn raw field or camera trap video into validated detections and clean tracks.

Identify with confidence

Taxonomy-aware classifiers that know when to abstain instead of over-claim.

Summarize & share

Roll observations into galleries, timelines, and exportable evidence with full provenance.

Open & composable

Polli components ship as open-source packages so you can extend or self-host.

Open-source stack you can extend

Portable components that run wherever your data lives—cloud, on-prem, or embedded.

Linnaeus logoLinnaeus

Taxonomy-aware vision with abstention and lineage-first training.

Typus logoTypus

Taxonomy + geometry services, SQLite for offline and Postgres for prod.

Cosmos logoCosmos

Media-as-sample ingest with provenance so today’s footage answers tomorrow’s questions.

Evidence stays connected

Every detection, clip, and classification carries provenance so today's footage powers tomorrow's questions.

Export clean datasets for analysis, publish galleries for partners, or stream overlays. Polli keeps lineage intact across ingest → taxonomy → summary.

  • Clips stay linked to their original raw footage.
  • Taxonomy decisions are versioned and auditable.
  • Summaries export with full lineage — image → track → label → report.
Polli provenance trail
1Raw camera footage
2Detections & tracks with timestamps
3Taxonomy decisions & confidences
4Exportable evidence & summaries

Built for long-run science

Whether you're running multi-year monitoring, building pollinator datasets, or teaching field ecology — Polli's open stack adapts to your workflow.

Research labs

Structured outputs and full provenance for reproducible publications. Export to your analysis stack with complete lineage from raw footage to final identification.

Conservation orgs

Long-run monitoring without vendor lock-in. Self-host on your infrastructure, integrate with existing databases, and own every byte of your data.

Educators & citizen science

Visual galleries that explain the science. Help contributors understand what they're observing and why taxonomy decisions matter.

Looking to integrate Polli into your monitoring program?

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Ready to see Polli?

Open the gallery demo or talk with us.

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