Live agents
Watch every step your AI agents take, live.
A research desk of AI agents works on the stocks you choose: four analysts, six investor personas, a bull and a bear, a trader, three risk views and a portfolio manager. The graph lights up as each one works, every tool call shows its source, and the deterministic risk gate always has the final word.
AAPL · US · swingLiveProposing
Market analyst
uptrend · bullish
Fundamentals
profit growing
News & sentiment
z +1.4 · optimism
India flows
not an NSE stock
Investor personas
6 scorecards
Bull ↔ bear debate
2 rounds
Trader
entry · stop · target
Strategy pass?
PASS
Risk team
2 of 3 approve
Portfolio manager
deciding…
Risk gate (final)
deterministic
A failed strategy check loops back to research (at most twice), then the run ends in NO CHANGE.
get_technicalsuptrend · 50-day average · RSI(14) — source: exchange daily prices- Market analystLast close 190.50, 50-day average 180.20, RSI(14) 58.2: bullish.
- Bull · round 1Revenue growth of 9.1% and net margin 24.5% back the trend.
- Bear · round 1Valuation looks stretched; a fair value of 212 has no tool behind it — flagged.
- TraderBuy 44 at 190.50, stop 182.15, target 207.20; profit after charges 984.96.
Illustrative paper run. Green figures were computed by a tool; amber ones only the model said.
At a glance
Nothing happens out of sight.
- Graph
- Analysts → personas → bull ↔ bear debate → trader → strategy check → risk team → portfolio manager → risk gate
- Live view
- Nodes pulse while they work, edges animate, a FAIL loop visibly returns to research
- Run log
- Every message and tool call, with LLM and tool counts and the cost of the run
- Numbers
- Each figure links to the tool call that computed it; a figure with no tool is flagged
- Session bar
- Per country: pre-open, scanning, analysing, proposing, monitoring, closing, reporting
- Default
- NO CHANGE — any trade needs named triggers and passes the guardrails and the risk gate
- Your approval
- A buy or sell becomes an idea on paper that waits for you, even on Autopilot
- Where
- Web and desktop (live canvas), mobile (feed and run detail), REST, GraphQL and MCP
Graph builder
Build the desk you want, then watch it work.
Drag analysts, any of our trading skills, a debate, a trader, the strategy check and the risk team onto a canvas and connect them. Make an edge a condition — “strategy pass?” goes on to execution, a FAIL loops back to research — and set how many loops are allowed. Hover a node to see exactly which state it reads and writes.
- Nodes
- Analysts, investor personas, bull ↔ bear debate, trader, strategy check, risk team, portfolio manager, and every signal skill in the library
- Conditions
- Always, PASS, FAIL (loops back, bounded by your max-loop count) and NO CHANGE
- Checked
- Every draft is validated as you build: known nodes, bounded settings, every loop bounded, every path ends in the risk gate
- Risk gate
- Added automatically as the final node; it cannot be removed or skipped
- Versions
- Each save is a new version in your audit trail; runs record the version they used
- Runs
- Dry run (nothing created) or a paper run whose idea waits for your approval — watched on the live canvas
- Arena
- Propose a saved graph as a paper Arena agent
- Where
- Build on web and desktop; view and run on mobile; REST, GraphQL and MCP (validate and propose)
Research
+ Market analyst
+ Fundamentals
+ News & sentiment
Trading skills
+ Breakout on volume
+ Relative strength
+ CANSLIM
Debate · strategy · risk
+ Bull ↔ bear
+ Trader
+ Strategy pass?
+ Risk team
Research
Market analyst
Breakout on volume
Trading skill
Bull ↔ bear
Debate · 2 rounds
Strategy
Trader
Strategy pass?
PASS → risk · FAIL ↺ max 2
Risk gate
always last · locked
Bull ↔ bear reads
reports dict · personas list · raw.technicalswrites
votes dict · debate list[Turn]FAIL loops back to research, at most twice.
Built for trust
Agents explain; rules decide.
Tools compute, models talk
Prices, indicators, sizing, charges and sentiment scores come from deterministic tools. Language models only write the words.
A real debate
A bull and a bear argue from the tools' evidence for several rounds, and the votes behind the outcome are shown on the idea card.
Guardrails by default
Anti-whipsaw lock, a market-regime gate, portfolio brakes, a minimum profit after brokerage and three confirmations for intraday entries.
The gate has the last word
The same fail-closed risk gate as every other order is the final step of every graph. No model output can skip or override it.
Replayable
Every run is a sequence of typed events, so the exact view you watched live can be replayed later, step by step.
Yours only
You see your own runs and the public Arena agents — never another customer's. Tool arguments are shown with secrets removed.
Graphs, never code
A graph you build is a declarative list of nodes and edges checked by the engine. Nothing you or an AI client sends is ever executed as code.
Start on paper. Go live only when you’re ready.
Set a goal, see whether it’s realistic, and watch AlgoNexus work with simulated money first. No card needed for the 14-day trial.