Your data
has a brain.

51 sources. 29 tables. 6 feedback loops.
A knowledge graph that gets smarter every run.

Before & After

Today — Raw Feeds

OpenAI announces GPT-5 Turbo with 2M context window

openai.com/blog · 2h ago

Binance launches AI-powered copy trading feature

binance.com/blog · 3h ago

OpenAI releases GPT-5 Turbo — 2M tokens

techcrunch.com · 3h ago

SEC proposes new framework for DeFi custody

sec.gov/edgar · 5h ago

10 JavaScript frameworks to watch in 2026

dev.to · 6h ago

Bybit integrates Anthropic Claude for risk analysis

bybit.com · 7h ago

Weekly roundup: top HN posts March 22-28

changelog.com · 8h ago

~1,500 items/week · 80% noise · 15% duplicate · no context

vs

Trending Radar

Intelligence Report

Overview

AI Vendors

Competitors

Regulatory

Strategic Position

AI Integration

LEADING

Copy Trading

TRAILING

DeFi Custody

PARITY

Agent Infra

Competitor

Binance AI copy trading threatens OKX market share

4 sources · high confidence

AI Vendor

GPT-5 Turbo 2M context enables new trading strategies

6 sources · confirmed

Regulatory

SEC DeFi custody framework creates compliance window

2 sources · emerging

Competitor

Bybit Claude integration signals AI arms race

3 sources · developing

Competitive Intelligence

Product-level tracking.
Not just who — what, where, how fast.

Click a product row to filter recent moves

	Binance	Bybit	Coinbase	Bitget	Gate.io	Kraken

OKX leads

Competitor leads

Parity

Activity level (30d)

Recent Moves — All Products

The Engine

24 stages. Two phases.
Ingest once, query many.

Phase 1 — Ingest (profile-free)

51fetch

847freshness

847store

312enrich

156extract

23story-match

7contradictions

41dossiers

312normalize

312embed

267near-dedup

64cluster

64theme

51credibility

Phase 2 — Query (per team x N)

64load

52filter

52classify

52soft-score

38strategic

6reports

1summary

1eval

1review

5publish

0

items processed

0

clusters formed

0

report sections

0

Lark deliveries

◉

Knowledge Graph

Entities, claims, events. Bitemporal. Cross-run.

◆

Strategic Report

LEADING / PARITY / TRAILING / BLIND.

△

Lark Cards

Auto-translated. 5 locales. Fan-out.

⊞

Predictions

Bayesian. Confidence-gated. Brier-calibrated.

The Brain

A living knowledge graph.

Entities form relationships. Claims get confirmed or contradicted.
Patterns emerge. Predictions track. Every run compounds.

Click any node to inspect

Company

Technology

Regulation

Event

Claims

Events

Patterns

Credibility

Sentiment

Compound Intelligence

Week 1 is good.
Week 12 is transformative.

Each line tracks a feedback loop's accuracy over time — all three compound with every pipeline run

Source Credibility

Confirmed claims boost trust. Contradictions penalize. EMA decay.

Pattern Confidence

Success/observation ratio evolves. Stale patterns decay.

Bayesian Predictions

Log-odds update per evidence item. Brier score tracks accuracy.

Claim Quality

User feedback halves confidence. 3+ rejects auto-contradict.

Community Structure

Louvain re-runs on growing graph. Summaries regenerated.

Entity Resolution

Daily dedup via embedding similarity. Merge audit trail.

The Product

17 pages. Every angle covered.

localhost:5173/runs/r_7f3a/mission-control

Mission Control● LIVE

Run r_7f3a · 14/24 stages · 58%

Phase 1 — Ingest

fetch12.3s

freshness0.8s

store1.2s

enrich45.1s

extract38.7s

story-match2.1s

contradictions4.3s

dossiers6.8s

normalize0.4s

embed8.9s

near-dedup1.7s

cluster...

theme

credibility

Phase 2 — Query (OKX)

load-clusters

filter-focus

classify

soft-score

score-strategic

generate-reports

generate-summary

eval

build-review

publish

localhost:5173/competitors/binance

B

Binance

Company · 47 claims · 23 events · 5 patterns

+0.62

7-day sentiment

▲ accelerating

Recent Events

LaunchAI copy trading for spot marketsMar 28

PartnershipAnthropic integration for risk engineMar 26

RegulatoryUAE VASP license approvalMar 24

LaunchBinance Pay expands to 40 countriesMar 22

AcquisitionAcquired DeFi analytics startup ChainalyzeMar 19

localhost:5173/predictions

Predictions

0.18Brier Score

Binance will launch perpetual futures AI assistant within 60 days

73%

Pattern: AI feature → competitor response · Due Apr 28 · 4 evidence items

SEC will finalize DeFi custody rule by Q3 2026

58%

Pattern: proposal → comment → final rule · Due Sep 30 · 2 evidence items

Bybit will acquire or invest in an AI startup within 90 days

68%

Pattern: partnership → integration → acquisition · Due Jun 15 · 3 evidence items

localhost:5173/patterns

Detected Patterns

AI Feature Launch → Competitor Response

AI research paper→Product integration→Competitor launches similar→Price war / feature parity

Confidence: 0.82 · 12 observations · 9 successes

Regulatory Proposal → Market Restructure

SEC/CFTC proposal→Comment period→Final rule→Exchange compliance

Confidence: 0.71 · 8 observations · 5 successes

Deploy tonight.
Smarter by Friday.

Self-hosted. Self-improving. Config-driven.
Switch industries by swapping a JSON profile.

PostgreSQL 17 + pgvectorClaude Sonnet 4.6Voyage AI HDBSCANLouvain GraphRAGAgent SDK React 19HonoBun

Your datahas a brain.

Product-level tracking.Not just who — what, where, how fast.

24 stages. Two phases.Ingest once, query many.