Primary-source acquisition
Route questions into filings, transcripts, PDFs, market data, company news, clinical registries, funding signals, uploaded documents, and proprietary context.
AI investment intelligence
Veyris
Turn market noise into investment action.
Veyris is an AI operating layer for funds that need primary-source research, model-backed judgment, recurring monitors, and audit-ready answers in one workflow.
Live run
NVDA earnings + transcript
Run the full earnings workflow: release, transcript, estimates, reaction, and weekly thesis monitor.
SEC exhibit
Transcript
Analyst estimates
Source audit
Primary evidence locked
Issuer release, 8-K exhibit, call transcript, quote reaction
Decision surface ready
IC memo, follow-ups, monitor conversion, portfolio review
AI Analyst
Portfolio monitors
Evidence trails
Copilot actions
Strategy reviews
185
research and data tools spanning SEC filings, earnings calls, pricing, private markets, macro, clinical trials, and proprietary context
214
analytical skills for underwriting, source audits, dashboards, scorecards, scenarios, portfolio reviews, and IC material
3
simultaneous analyst runs per user, so teams can diligence multiple live questions without losing recovery history
24h
feedback and source-quality diagnostics feed the improvement loop so the research layer keeps getting sharper
Data plane
Connect evidence, models, and action in one live loop.
Instead of asking a model to improvise from memory, Veyris routes each investment question through the sources, tools, skills, and platform actions that can actually move a decision.
Evidence in
SEC filings
Transcripts
Market data
Private signals
Veyris core
Resolve
Research
Verify
Operate
Decision out
Investment memo
Monitor
Portfolio review
IC export
Operating system
The investment operating system behind the answer.
Model-backed judgment
Combine large context models with structured tools, analytical skills, source-quality diagnostics, and optional verification before the result is saved.
Actions that compound
Convert analysis into monitors, portfolio reviews, PM workflows, exports, saved follow-ups, and Copilot-operated platform actions.
How it works
From question to monitored conviction.
Veyris is built around repeatability: capture the mandate, gather evidence, synthesize the judgment, and keep watching the thesis after the memo is done.
Map the entity, asset, and data surface.
Resolve tickers, private companies, portfolio assets, documents, monitor context, and user-supplied data before synthesis starts.
Run the model against evidence.
Combine LLM planning with tools, skills, structured extraction, and optional fact checks so the answer is grounded and auditable.
Push the answer into operations.
Create monitors, update portfolios, run PM reviews, export IC material, and continue the thread with retained context.
Platform surface
A command surface for investment teams that move from evidence to execution.
Investment Analysis
NVDA earnings: what changed in the thesis?
Revenue surprise+6.1%
Gross margin read-throughPositive
Source coverageIssuer + SEC + call transcript
Example missions
Built for institutional questions where being shallow is expensive.
Earnings with the full primary-source stack.
Run the latest release, transcript, filing, consensus bridge, quote reaction, and source-quality audit before forming the view.
Source a private-market vertical.
Build watchlists for longevity, diagnostics, healthcare services, climate infrastructure, or software categories with funding and evidence gaps visible.
Turn diligence into a live watch floor.
Attach recurring reviews to assets, track metric changes, preserve source quality, and escalate decision-relevant movement.
Trust layer
Built for investment committees, not demo prompts.
Source logs, evidence coverage, model choices, token costs, run history, saved chat context, feedback telemetry, and optional fact checks stay attached to the work.
- Primary-source coverage checks for earnings, filings, transcripts, and clinical evidence.
- Authenticated docs and Copilot help grounded in the real platform setup.
- Whitelisted signup flow with access-request logging for non-approved users.
Enter the platform