Intelligence, with context
From coverage to clarityTrace Narratives. Follow Entities. Run Agents.
Quantiveo is an AI newsroom. Follow connected narratives, explore the people and organisations involved, and let agents watch for changes and brief you.
No card required. Your judgement stays yours.
Research corpus, September 2026 — measured before the production launch. Daily volume is a monthly average.
What the coverage is saying.
Read the full Wire- 012h
The new AI rules cannot be enforced against foreign providers
SOURCES DISAGREE41 sourcescredibility 68↑ acceleratingPerspectives · Trade press vs. legal analysts - 0241m
A grid outage was caused by a cyberattack
UNSUPPORTED9 sourcescredibility 44↑ emergingPerspectives · Single wire report, uncorroborated - 036h
The merger will clear antitrust review this quarter
SUPPORTED27 sourcescredibility 81→ stablePerspectives · Regulator filings, financial press
Illustrative narratives and scores. No real subject is named. Assessments are AI-generated from the cited sources and describe the sources, not the subject.
Sources are scored for credibility once enough of their record is measured. Assessments describe the evidence in those sources, never the subject.
How it works
The coverage connects.
The picture develops.
Articles become connected narratives. Narratives reveal the people and organisations at their centre. Agents keep your view current as the coverage changes.
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01 · Noise
Gather the coverage
The research corpus indexed about 72,000 items a day. Each starts with a source.
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02 · Refinery
Compare the accounts
Connect claims across outlets. Compare the perspectives and the evidence behind them.
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03 · Signal
Keep following
Explore the subjects, assign a Watch, and receive a Brief on the topics that matter to you.
Research corpus, September 2026 — measured before the production launch. Daily volume is a monthly average.
/ Narratives
One story.
More than one side.
An isolated headline gives you a version of events. A narrative puts the coverage together: every story that carries the same claim, from every outlet, sorted into the claims they agree on, the ones they fight over, and the ones some leave out.
Assessment labels say whether cited sources support a claim. They describe the evidence, carry an AI-generated disclosure, and leave the judgement to you.
Stories · 41 items · 20 networks
- Wire service · 2h Regulators concede gaps in cross-border enforcement
- Legal journal · 3h Rules reach any provider selling into the market, lawyers say
- Trade press · 4h Foreign AI firms say the new rules do not bind them
- National daily · 5h Ministry insists the AI law has teeth abroad
- Business weekly · 6h Start-ups weigh moving as the rules take effect
+ 36 more, sorted by the claim each one carries.
One narrative · its claims
- Size · networks
- Solid ring · disputed
- Dashed ring · selectively told
- Colour · assessment
Core claims
- 1 The rules take effect this quarter SUPPORTED
- 2 Providers abroad fall outside enforcement SOURCES DISAGREE
- 3 Fines have already been issued UNSUPPORTED
Perspectives · framing clusters
- Enforcement gap9 networks
- Jurisdiction holds7 networks
- Market impact4 networks
Affiliates of one owner count as one network.
Sentiment · 7 days
Turning negative
Momentum
Accelerating ↑
Drift 0.12 · reframing
Outlet spread · σ 51 · 40 outlets
One dot per outlet citing the narrative, placed by its lean
Perspectives
Compare who asserts a claim, who disputes it, and who leaves it out. Affiliates in the same ownership network count together.
Credibility
Scores draw on 7 signals. At least 5 must be measured before a source gets a published score.
Momentum & drift
Separate a rise in attention from a change in the story. Follow the pace of coverage and how its framing shifts over time.
02 / Entities
Know who is
in the picture.
Every narrative is about someone. Quantiveo finds the people and organisations in the coverage, follows the narratives that connect them, and measures how they are covered with four scores, each on a 0–100 scale with its basis stated.
A public figure
Person · public role · in 12 narratives
Fame
82
Leaderboard #4
Reputation
61
Leaderboard #19
Momentum
74
Rising · past 7 days
58
Credibility-weighted
Coverage · 30 days
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Fame
LeaderboardSustained public recognition: reach, presence across places and platforms, persistence over time, and how often they are the main subject.
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Reputation
LeaderboardHow the coverage speaks of them: the credibility of the sources carrying it, net sentiment, and how consistent it is over time.
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Momentum
Entity pageHow fast their coverage is changing against their own baseline, over 24 hours, 7 days and 30 days.
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Authority
Entity pageThe weight of the outlets covering them: the credibility of the sources and the depth and diversity of the coverage.
Explorer
Find people and organisations, then follow the narratives and sources covering them.
Leaderboards
Fame and Reputation, ranked across people and organisations, each row linked to its entity page.
People appear only in a public role. Private individuals and minors are not profiled. Anyone can request a review. How the scores are made.
03 / Agents
Put an agent on it.
It acts for you.
Tell an agent what to follow and when to act. It checks the Wire every fifteen minutes on your behalf, stays quiet until something moves, and delivers to your Alerts inbox and an RSS feed, linked to the narratives it was built from.
- 01 Agent WatchBrief
- 02 Follow Narrative · The new AI rules cannot be enforced against foreign providers
- 03 Act when Coverage velocity rises past 2σ over its baseline
- 04 Check Every 15 minutes
- 05 Deliver to Alerts · RSS
- 09:15
Watch
Fired — coverage velocity +2.6σ, past the 2σ you set. 12 new sources.
→ Alerts
- 09:00
Watch
Checked — no change.
- 08:45
Watch
Checked — no change.
- 07:00
Brief
Delivered — 10 narratives on your topics, 4 new since yesterday.
→ Alerts · RSS
Every output links back to the narratives it was built from.
Watch
Point a Watch agent at a narrative, a topic or a person or organisation. It re-reads the wire every fifteen minutes and stays quiet until something moves. A Watch agent fires when a narrative's coverage velocity rises past the number of standard deviations you set, or when an entity's reputation, sentiment, momentum or mention velocity crosses a threshold you set.
Brief
A Brief agent reads the narratives moving on your topics and writes the digest — what changed since the last one and which sources carried it — on the cadence you set, before the morning meeting.
Follow your questions.
Ask about a narrative, a source, an entity or the whole wire. Answers are cited to the items read. The same 23 tools at launch also power the MCP connection below.
Start free — Ask AI and the MCP server are on every plan, including Free, within the plan's monthly usage.
Changes, collected.
One inbox for the changes your agents find. Read the alert, open the narrative behind it, and return to the evidence. An RSS feed brings the same updates to your reader.
/ API & MCP
Beat the cutoff.
Give your own agents a current picture. The narratives, entities and source assessments you explore in Quantiveo are also available as structured data.
Use the REST API in your application, or connect an MCP client with a key from Settings. Access is authenticated and uses your plan's allowance.
See data accessResearch corpus, September 2026 — measured before the production launch. Daily volume is a monthly average.
See the picture.
Follow what matters.
Free to start, no card. Open the Wire, watch one narrative, and let the first Brief arrive tomorrow at seven.