01 · Discovery
Ingest the live tape
Continuous RSS, REST, and on-prem feed adapters draw market data, sovereign filings, and desk notes into the staging lake.
Core technology
RSS / API ingestion
BloombergReutersIMFBISInternal desks
A factory for capital-grade agents, continuously re-tuned against the live tape.
The Studio formalizes our move from a static toolset to a modular Agent-as-a-Service architecture. Each agent is shipped with a single mandate, then re-trained on market feedback and desk telemetry — every release closes the loop.
14
Agents in production
2,184/24h
Daily handoffs
23.2sp50
Closed-loop latency
94.6%90d
Desk retention
01Production workflow
A four-phase line, instrumented end-to-end.
Discovery feeds Development; Development hardens into Orchestration; Orchestration emits Output. Then telemetry from desks rewrites the priors — the line never stops.
02 · Development
Train the priors
Bayesian priors are calibrated on 10y of regime data; the Neural Matcher learns expert-to-peer alignment under sparse labels.
Core technology
Bayesian priors · Neural Matcher
StanPyMCPineconeEmbeddings
03 · Orchestration
Wire the handoff
Each agent is a node in a typed DAG. LangGraph supervises chain-of-thought; n8n carries IO contracts to humans-in-the-loop.
Core technology
LangGraph / n8n handoff
LangGraphn8nZod schemasWebhooks
04 · Output
Publish the brief
CapitalIssues-branded SWOT and SIU templates render the final artifact — narrative, three data tables, no bullet points.
Core technology
CapitalIssues SWOT / SIU
MarkdownPDFNotionSlack
Closed-loop topology
feedback · retune
02Agent catalog
Three specialists. One mandate each.
Every agent is built for one job, with one measurable output. Generalist behavior is delegated to the orchestration layer, not the unit.
AGT-001
Macro-Scout
Pulls sovereign-risk telemetry every five minutes and scores early-warning signals against a calibrated baseline.
Key feature
Early-warning sovereign-risk scoring on a 0–100 stress index.
Triggers
- CDS basis > 80bp
- Reserve coverage < 3mo
- Energy Δ > 8% / 24h
Output contract
Stress index + 5-line situational note
AGT-002
Neural Matcher
Aligns the requesting analyst with the closest expert peer in our internal corpus, weighted by topic, regime, and prior accuracy.
Key feature
Expert-to-peer alignment with a confidence-weighted ranking.
Triggers
- New ticket opened
- Confidence < 0.55 from prior agent
Output contract
Ranked expert list + intro brief
AGT-003
Editorial Synthesizer
Drafts a 1,000-word Barron’s-style narrative report with three mandatory data tables and no bulleted lists.
Key feature
CapitalIssues-branded prose with strict table contracts.
Triggers
- Scout + Matcher chain complete
- Manual desk request
Output contract
SIU brief — 1,000w narrative + 3 tables
0324-hour market shift demo
From prompt to publishable brief in under 25 seconds.
user input“Closure of the Strait of Hormuz”
- 014.1sScout
Pulls 12y of Hormuz closure precedent + current tanker telemetry, OPEC quotas, Iranian fiscal data.
- 0211.8sAnalyst
Runs a Bayesian simulation across 10,000 paths over a 30-day horizon — prices, CDS, fiscal balances.
- 037.3sWriter
Drafts the 1,000-word narrative, populates three regional tables, hands off to desk for review.
Total closed-loop23.2s
SIU brief · preview
24-hr · regional impactHormuz closure — fiscal & energy sensitivity, Δ vs. 30d baseline
| Region | Fiscal Δ | CDS bp | Energy Δ |
|---|---|---|---|
| GCC / Saudi | +1.8% | +22 | +11.4% |
| Iran | −4.6% | +184 | +9.2% |
| Oman / UAE | +0.3% | +41 | +8.7% |
“A full closure widens GCC sovereign CDS by an average of 22bp and lifts spot Brent sensitivity into double digits. Oman and the UAE absorb the smallest fiscal hit — their export routing is the most diversified and the…”
Editorial Synthesizer · 1,000w · 3 tables
04Token-plus-seat pricing
Pay for the seat. Pay for the tokens. Nothing in between.
Professional
$250/ mo
Single analyst, three agents, one desk seat.
- 1 desk seat + 250k tokens / mo
- Macro-Scout + Neural Matcher
- Editorial Synthesizer (read-only)
- Custom agent provisioning
- Dedicated re-tune cadence
- On-prem deployment
Enterprise
$1,200/ mo
Most desks pick this — full catalog, shared budget.
- 10 desk seats + 2M tokens / mo
- Full agent catalog + handoffs
- Editorial Synthesizer (read/write)
- Custom agent provisioning
- Dedicated re-tune cadence
- On-prem deployment
Strategic / SIU
Custom
Bespoke agents, sovereign-grade SLAs, on-prem option.
- Unlimited seats + token pool
- Full agent catalog + handoffs
- White-labeled SIU briefs
- Custom agent provisioning
- Dedicated re-tune cadence
- On-prem deployment
—Provision the Studio
Get an access link, a sandbox tenant, and a 30-minute walkthrough.
We provision a sandbox tenant within one business day. The walkthrough covers agent provisioning, output contracts, and how the closed loop is observed in production.
SAgent Studio / closed-loop factory
A surface of the broader CapitalIssues platform. Agents are shipped, observed, re-tuned, and shipped again.
Surfaces
Studio · v1.0closed-loop · always retuning