The evidence layer for global public markets.
See the evidence. Build the view. Know when it changes.
Talvrin connects questions, source-linked evidence, context, research views, and continuous monitoring in one research platform — so users can understand what the evidence says, why it matters, and when it changes.
Research and intelligence platform. No trade execution. No manufactured investment recommendations.
Research. Verify. Monitor.
Start with a question.
Begin with a market, issuer, instrument, event, filing, policy issue, or research question — creating a structured research object rather than an isolated chat answer.
Inspect the evidence.
See what supports, contradicts, updates, or contextualizes the view, while source authority, timing, jurisdiction, version, and rights/access remain visible.
Know when it changes.
Keep the research object connected to monitored evidence and surface governed deltas when facts or assumptions materially change.
EXTENDED RESEARCH LOOP
One evidence-led system, six connected modules.
Research Workspace
Organize a research question, evidence, context, notes, and a research view that can be revisited.
Does not invent collaboration, export, or storage capabilities.
Explore Research Workspace →Evidence
Keep important claims connected to named, contextualized, inspectable sources.
Does not imply unrestricted access to licensed or restricted content.
Explore Evidence →Alerts
Communicate approved monitored events through released notification rules.
Does not invent triggers, channels, or delivery guarantees.
Explore Alerts →AI Assistance
Help discover, organize, compare, summarize, and interrogate evidence while keeping sources separately inspectable.
AI is not evidence, advice, or a substitute for human judgment.
Explore AI Assistance →
Build the research view — not just the answer.
Start with a market, issuer, security, economic event, policy issue, or research question. Organize the evidence and context around the question so the reasoning can be revisited instead of rebuilt.
Does not claim unlimited workspaces, collaboration roles, export formats, or integrations beyond what is released.
Question-led entry into every research object
Source-linked evidence attached directly to the question
Research view preservation across sessions
Revisitability — return without rebuilding the reasoning
Direct monitoring handoff from any saved view
The source should never disappear behind the answer.
Inspect where important information came from, when it was published, what period or jurisdiction it applies to, which version is current, and how it relates to the research question.
Know when the evidence changes.
Keep a research view connected to the evidence and return when meaningful new information may strengthen, weaken, or contextualize the existing view — markets move, but more importantly, the evidence moves.
A newly relevant governed source or evidence item entered the monitored evidence set.
Readable state label; no color-only meaning.
A monitored source or evidence item changed or was superseded.
Prior and current context exposed where available.
A monitored evidence item remains materially unchanged.
Kept low emphasis; activity is never manufactured.
A governed assessment that a change may affect the research view.
Never presented as guaranteed materiality or investment outcome.
Keep important research interests visible.
Organize the markets, issuers, securities, topics, or research objects you need to return to — without turning a watchlist into a recommendation.
Not a ranking, screener, or recommendation engine. Watchlist inclusion is organization only — it does not endorse or predict any outcome, and does not imply limits, imports, or automation not yet released.
Bring relevant change to the user — with context.
Where released, alerts can communicate approved monitored events and route the user back to the research object and evidence behind the change.
Evidence-change alerts stay semantically separate from market-price alerts. Triggers, channels, and delivery mechanics are governed separately and are not implied here.
AI should help you navigate the evidence — not replace it.
Use AI to accelerate discovery, organization, comparison, summarization, and interrogation while keeping the underlying sources independently inspectable.
Discovering relevant information
The authoritative source
Organizing evidence
A substitute for provenance
Comparing documents
A hidden transformation layer
Summarizing material
A replacement for inspecting the source
Identifying changes
An unreviewable materiality oracle
Explaining relationships
Investment advice, stock tips, or guaranteed outcomes
One evidence architecture. Global public markets. Coverage released with discipline.
Public markets are interconnected, but platform architecture and released coverage are not the same thing. Talvrin is engineered for multiple markets and jurisdictions; actual market, source, dataset, and feature availability must be stated from the approved coverage registry.
What you can trust, and what Talvrin will never imply.
Trace important information back to its source where permitted.
That Talvrin removes market uncertainty.
Rely on licensing, entitlement, and permitted-use rules being respected.
That every source is accessible to every user.
Expect generated interpretation to remain distinguishable from evidence.
That fluent AI output is authoritative.
Expect coverage and availability claims to reflect released reality.
That global architecture means universal live coverage.
Remain responsible for their own investment or professional decisions.
That Talvrin provides personalized investment advice or guaranteed outcomes.
Built for people who need to know why.
Self-directed investors
A more disciplined way to investigate public markets around source-linked evidence and revisit the reasoning behind a view.
Investment professionals
Efficient access to source-linked evidence, context, and monitored research views.
Financial Institutions
Scalable, governed, reviewable research capabilities across teams and markets.
Asset managers
Research infrastructure that emphasizes provenance, reviewability, and durability.
Frequently asked, answered first.
Talvrin is a source-linked research and monitoring platform for global public markets.
Build research that remains connected to the evidence.
Explore how Talvrin connects evidence, research views, and monitoring into one platform — and see what's next for your research.
Research and intelligence platform. No trade execution. No manufactured investment recommendations.