Keyword · Object 360
scope ai
scope ai: a keyword cited by 2 reports, first seen 2026-09-12.
As of 2026-10-29 · 2 links
Signals
The operational read — at a glance.
Each signal traces to the surface that produced it.
Analytics
This object's own intelligence.
Fused from the shipped analytics libs — Heat, demand, reflexivity, evidence independence, track record.
Graph footprint
Reports reached 2 Verticals 0 Provenance edges 0
First seen 2026-09-12 · primary vertical agencies-professional-services.
Trace in the explorer →Recommended actions
What to do next.
State-derived next moves — the hooks the decision ledger wires into.
Explore agencies-professional-services intelligence
This keyword evidences the agencies-professional-services vertical — open its forward cut.
Explore agencies-professional-services intelligence →Trace in the graph explorer
Inspect every linked object and its provenance method.
Trace in the graph explorer →Positions
Who's staked a decision here.
Analysts and agents record a typed stance on this object — the audit trail. The aggregate is public; the full theses are Pro.
0 pursuing 0 watching 0 passing
Take a position → No positions recorded on this object yet — be the first to stake a falsifiable claim.
What changed
What moved on this object — and around it.
A factual digest of the append-only change ledger over the last 30 days. It reports what moved — not whether it helps or hurts a thesis.
hot
1 direct change and 1259 nearby in the last 30 days — hot
Direct changes (1)
- 2026-10-28 scope ai: ideaCount 1 → 2
Nearby in the vertical
- 2026-10-29 great-expectations (pypi): fourWeekGrowthPct 2.4 → 3.4
- 2026-10-29 langchain (pypi): fourWeekGrowthPct -6.5 → -8.5
- 2026-10-29 New complaint-cluster: Output quality and hallucination complaints
- 2026-10-29 Approval and Promulgation of State Plan (Negative Declaration) for Designated Facilities and Pollutants; Nebraska; Commercial and Industrial Solid Waste Incineration Units: daysUntilEffective -44 → -45
- 2026-10-29 Significant New Use Rule on a Certain Chemical Substance; Multi-Walled Carbon Nanotubes: daysUntilEffective -36 → -37
Connections
Everything this node links to.
Each link carries its provenance — declared in the data, classified by algorithm, or inferred by overlap.
Ranked-for by (2)
- AI scope-of-work reviewer for agency selection — idea · declared (volume directional medium, growth rising with AI adoption)
- Scope creep detector for fixed-price consultants — idea · declared (volume directional medium, growth rising with AI adoption)