◆ Research Intelligence System
Strategitz · Research Intelligence System

Research
Intelligence System

An AI engine that reads, sees and remembers the world's institutional research, and turns it into decisions you can source.

Markets×AI
The problem

The edge is buried in ~950 pages of research. Every single day.

Reading time needed vs. available, per day
0 h
0 h

~58 reports/day × ~16.5 pages × ~3 min/page. September 2026 intake.

0research, insights and news sources: banks, asset managers, independents, newswires
0charts & tables per report. The argument usually lives in the visual.
0different house reads of a single Fed meeting. Consensus is a moving target.
Source: production database · September 1–27, 2026
The system

One engine that reads, sees, remembers, and argues back.

0institutional reports read end to end
0pages processed
0charts & tables interpreted by vision models
0trade ideas extracted, with rationale & risk
0research, insights and news sources
Jan 2026archive coverage starts here; runs every trading day
Live figures from the production database · Sep 27, 2026 · rounded
The map

Six skills. One research brain.

Click a branch to focus · click the center to reset
How it works

From raw PDF to structured, sourced analysis in about a minute.

Streaming & parallelindependent lanes, bounded queues, no report waits on another
Checkpointedstop at any second, resume exactly where it left off
One commanddrop files in, everything else is automatic
State-of-the-art, orchestrated

Not one model. An orchestra of them.

  • Right model for each jobfrontier quality where judgment matters, speed and cost where it doesn't
  • Health-aware routingautomatic failover across cloud and local providers
  • Capacity gatespause, probe, resume, and never silently degrade quality
  • Validated outputsevery answer schema-checked, repaired or rejected
  • Model-agnosticthe next frontier model slots in without a rebuild
Engineering

Production-grade. Kill it mid-run, and it just resumes.

0automated tests
0engineering iterations
0reports through the current engine
0command per batch

Recoverable

Every stage checkpointed. Crash, kill or power cut: rerun and it picks up exactly where it stopped.

Deduplicated

Content fingerprints across the whole archive. The same note forwarded three ways is stored once.

Self-correcting

A QA pass repairs known failure classes, such as wrong dates or garbled sources, before a batch is called done.

Validated

Every model answer checked against a schema. Invalid output is repaired or rejected, never stored.

Transactional

Each report commits atomically. No half-written records, no orphaned charts.

Observable

Per-stage timings, quality flags and an automatic recap for every batch.

Optimization

Five generations. Each one faster, cheaper, smarter.

Same batch, two architectures (illustrative)
0average wall-clock per report, raw PDF to finished analysis · 1,010 reports, 56 batches
0of visuals auto-discarded as noise before any analysis spend
$0.01to semantically index 1,000 reports
0×paid twice: every interpretation is content-hash cached
v1AI-assisted intake
v2dashboard + semantic search
v3living house-view wiki
v4parallel + self-QA
v5streaming, visual-aware, recoverable
The database

Everything lands in one queryable research brain.

Archive growth · reports ingested
What the archive knows about · reports per theme
Reports 0 Charts & tables 0 Trade ideas 0 Semantic vectors 0 Calendar events 0 House-view pages 0
Outputs

One brain, infinite outputs, now with agents on top.

research agent · connected to archive
Is the Street converging on another Fed hike this year?
▸ semantic search across 6,829 reports
▸ 49 relevant notes · Sep 10–25 · 14 houses
▸ reading house views, dots, rate-path calls
▸ cross-checking against the latest data
Mostly yes, on one more hike, not on a cycle. 16 of 18 officials project another 2026 move Fed SEP 16-Sep. One global bank now expects October Bank A 16-Sep, another December Bank B 25-Sep. The hawkish tail (two more) is a third bank Bank C 16-Sep. The swing factor is core PCE, revised down to 3.19% Bank D 25-Sep.
answer anythingformulate a thesiscompanion to every decisionalways sourced
Surfaces

Built for how a PM actually works.

Research dashboard
58today
9flagged
214ideas

Conviction heatmap · who is bullish on what, this week

Living wiki · house view

Fed & Rates

Divergence House A: one-and-done → two more hikes
Divergence House B: long-end bearish → neutral
HOUSE CONSENSUS · NEXT MOVE

Updated automatically as each new report lands

Semantic search
"who thinks AI capex is peaking?"
AI capex: from build-out to monetization
Hyperscaler spend: second derivative turns
Semis: digestion risk into 2027
Power & grid: the real AI bottleneck
Capex guidance vs. free-cash-flow squeeze
last 30dequitiesAI+ tech

Finds meaning, not keywords

Monthly research summary

Self-contained, shareable, charts embedded

Showcase · in production

Publishing every trading day.

Global Markets Close · daily publication
Published daily markets close
Investment committee · agent run

"Is the 30Y Treasury at ~5.10% a good investment?"

TDTop-downstagflationary drift + fiscal dominance: hostile to outright duration
BUValuationcheap on static models; term premium still expanding
POPositioninginvestors over-short duration: a contrarian bullish signal
Macro headwinds 70%
Contrarian 30%
VerdictMixed · Hold

"The missing catalyst, confirmed labor weakness, is not a footnote; it is the gating condition."

Trust & learning

A human signs off. The system learns from every sign-off.

Nothing leaves unreviewed

Every publication stops at a draft. Every number is checked against live market data before release.

Corrections become rules

A mis-flagged report today becomes an importance criterion tomorrow. Recurring issues become automatic fixes.

Memory compounds

House views are rewritten with every new report, and changes of mind are logged as divergences.

Grounded by design

Claims are tied to a source report. Numbers are grounded against data. Uncited claims are flagged.

Showcase · agents at work

September FOMC: 14 houses, 3 agents, one view.

Pulled from the archive
Federal Reserve · SEPBloombergWall Street Journal6 global banks3 asset managers1 independent strategist1 newswire

49 notes · Sep 10–25, 2026

H
Hawk agent

The Fed restarted hiking and 16 of 18 officials see another 2026 move. Terminal 4.25–4.50% by 1Q27 is credible while oil-driven inflation persists.

Fed SEPBank C 16-SepAM A 17-Sep
D
Dove agent

The dots are hawkish; the data isn't. Core PCE was revised down to 3.19%, already under the Fed's 3.4% Q4 path. One more move, then done.

Bank D 25-SepBank B 25-SepInd. A 14-Sep
M
Markets agent

~33bp is priced by year-end and the long end rallied on the hike: a credibility trade. First hikes lifted equities in 4 of 7 past cycles.

Bank B 16-SepBBG 17-SepBank F 15-Sep
H
Hawk · rebuttal

Oil near $106–110 is the swing factor. If it holds, the PCE revision won't last.

Bank A 15-Sep
Where each house lands · policy-rate midpoint
PM agent · house view
One more hike, not a cycle.

Base case 4.00–4.25% by year-end. The hawkish tail needs oil to stay above $105.

Conviction
Medium

Would change our mind: core PCE re-accelerating above 3.4%.

Illustrative agent run on real archive reports · every claim traceable to its source · not investment advice
Summary

Markets depth. AI breadth. Built to last.

01

Markets

  • Reads 200+ research, insights and news sources
  • Thinks in rates, flows, positioning & catalysts
  • Publishes a daily market close
02

AI

  • An orchestra of state-of-the-art models
  • Vision that reads 65,000+ charts
  • Agents that debate and form a view
03

Engineering

  • 1,048 tests · recoverable · validated
  • One queryable research brain
  • Infinite outputs, always sourced
0reports read
0charts & tables seen
0ideas extracted
0sources
0automated tests

Every report read. Every chart seen. Every decision sourced.

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