SBPI Pipeline · 8 Reports Active Lyapunov Auto-Research · Convergence Confirmed TruData v0.4 · GitHub Push 14:22 EDT Motion Graphics Skill · CP #3 Pending AGD Target · 23:00 EDT Hasbro Prospect · Brand Canvas Queued Optuna TPE · 847 Trials Logged Oxigraph KG · 12.4k Triples SBPI Pipeline · 8 Reports Active Lyapunov Auto-Research · Convergence Confirmed TruData v0.4 · GitHub Push 14:22 EDT Motion Graphics Skill · CP #3 Pending AGD Target · 23:00 EDT Hasbro Prospect · Brand Canvas Queued Optuna TPE · 847 Trials Logged Oxigraph KG · 12.4k Triples

Operations Atlas · 2026.05.05 · 17:31 EDT Live

Eight reports. Five hours each.

Inside the SBPI pipeline — eight specialist agents, three human checkpoints, and a five-hour cycle that turns scattered web signal into a structured competitive brief. ShurIQ is the brand intelligence engine from Shur Creative Partners.

Status Active

Window Last 7d

Target 23:00 EDT

Volume 32 / 32 / 96

Scroll · Atlas

Report sequence

8 reports · 7 days

Complete

Running

Queued

Final Target

Human Checkpoint

№	Report	Window	Hours	Checkpoints	Status
01	ARC Capital — Project Handoff Discourse grammar · value-flow ontology	Mon · 09:00 – 13:30 Wed · archived	4.5h	✓✓✓	Complete
02	AI Infrastructure Gaps & Naming Knowledge graph · gap-finder analysis	Tue · 10:00 – 14:00 ~4h scrape + synth	4.0h	✓✓✓	Complete
03	TruData v0.4 — Close-out & GitHub SBPI semantic layer · SHACL shapes	Wed · 11:00 – 16:00 Microsite bundled	5.0h	✓✓✓	Complete
04	Lyapunov Steady-State Auto-Research Optuna TPE · convergence study	Thu · 09:30 – 13:00 Autoresearch loop	3.5h	✓✓✓	Complete
05	Motion Graphics Skill Activation Skill scaffold · prompt patterns	Today · 13:30 – 17:30 Wrapping HIL #3	4.0h	✓✓3	Running
06	Session-Guard Pattern & Schema Ontology doc · grammar primitive	Today · 17:30 – 21:00 Pre-AGD warm-up	3.5h	123	Queued
07	Hasbro — Shur Prospect Setup Brand canvas · value-flow priming	Tonight · 18:00 – 22:00 Parallel agent track	4.0h	123	Queued
08	Academy of General Dentistry Full SBPI · KG · BMC · grammar · discourse	Tonight · 18:00 – 23:00 Target close 23:00 EDT	5.0h	123	Target

Today's schedule

12:00 → 24:00 EDT

12P131415 16171819 20212223

04Lyapunov Auto-Research

tail · QA

05Motion Graphics Skill

scrape → ontology → grammar → ✓

06Session-Guard Pattern

pattern doc + schema synth

07Hasbro Prospect

brand canvas · value-flow · BMC

08Academy of Gen. Dentistry

Full SBPI · KG · BMC · Grammar · Discourse

NOW · 17:31

100

Pipeline · Wk

Day · Elapsed

Skill #5 · Run

AGD · Setup

Hasbro · Setup

Agent constellation

8 specialists · 1 engine

SBPI

Report
Engine

Scout

Scrape

HIL · 1

KG Build

HIL · 2

Ontology

Synth

HIL · 3

Each report orbits a shared engine. Eight specialist agents rotate through the work; three human checkpoints punctuate the cycle.

The engine instantiates per report, scoping its dimensions and seeding the source crawl. Scout and Scrape agents harvest in parallel, then hand off to KG Build for entity extraction and SHACL validation.

Ontology and Synth agents close the loop with value-flow modeling, business model canvas, and SBPI scoring. Human checkpoints occur at scope, mid-build, and final sign-off — three moments where I verify, adjust, or release.

Five dimensions of brand power

SBPI Index · TPE-Tuned

01 · Reach

Distribution Power

Where the brand shows up — channels, platforms, attention surface area, and the gravitational pull of its publishing footprint.

Weight22%

02 · Substance

Content Strength

The quality, originality, and density of what the brand produces — measured against discourse-level expectations of the category.

Weight20%

03 · Position

Narrative Ownership

Who owns the language. Discourse markers, frame-setting verbs, and the share of voice the brand commands within its category's grammar.

Weight24%

04 · Belonging

Community Strength

Activation depth. Member behavior, loyalty signals, and the resilience of the brand's relational layer over time.

Weight18%

05 · Capture

Monetization Infrastructure

How value flows back. Revenue surfaces, conversion paths, and the operational machinery that turns attention into compensation.

Weight16%

AGD report · phase decomposition

5 hours · 10 phases

Eight phases, three human checkpoints, five hours of compounding agent work — visualized below in execution order, from intake at 18:00 to ship at 23:00 EDT.

18:00 — 18:25 · 25m

Intake & Scoping

Brief parsing
SBPI dimension scoping
Source seed list

HIL · 1

18:25 — 18:30

Scope Approval

Confirm focus
Adjust dimensions
Greenlight crawl

18:30 — 19:30 · 60m

Web Scrape & Search

SERP harvest
Site structure crawl
Press / AGD news
Member-org mapping

19:30 — 20:15 · 45m

Knowledge Graph Build

Entity extraction
Relation typing
Oxigraph load
SHACL validation

20:15 — 20:55 · 40m

Value-Flow Ontology

Stakeholder map
Value exchanges
Capital types

HIL · 2

20:55 — 21:05

Ontology Review

Verify entities
Flag mis-mapped flows
Approve schema

21:05 — 21:45 · 40m

Business Model Canvas

9-block synthesis
Revenue logic
Channel mapping

21:45 — 22:20 · 35m

Grammar & Discourse

Discourse markers
Narrative ownership
Grammar primitives

22:20 — 22:50 · 30m

SBPI Synthesis

5-dim scoring
Optuna weight tune
Microsite render

HIL · 3

22:50 — 23:00

Final Sign-off

Review brief
Approve narrative
Ship · 23:00 EDT

The stack

Open source kernel · for-profit verticals

Shur Creative Partners

Agency · Strategy

The strategic creative agency behind the work — brand strategy, motion design, transmedia. Decades of category knowledge encoded into reusable agent skills, applied client by client.

ShurIQ

Brand Intelligence Product

The productized intelligence engine. SBPI scoring, autoresearch loops, knowledge-graph generation, and value-flow ontology — packaged into a 5-hour delivery cycle for Fortune 500 brand teams and competitive strategy leads.

SBPI Index

Methodology · Scoring

The Structural Brand Power Index — five-dimension scoring across Distribution, Content, Narrative, Community, and Monetization. RDF/SPARQL semantic layer on Oxigraph; weights tuned per category via Optuna TPE.

Agent Operations

Pipeline · Delivery

The wall-time machinery — Scout, Scrape, KG Build, Ontology, Synth, plus three human checkpoints. Every brief ships with reproducible provenance: triples, sources, scoring trace.

Want a brief on your category?

Every ShurIQ run is 3–5 hours of agent work per target, with three human checkpoints. Bring a category, a competitor, or a brand you're stewarding — get a structured intelligence brief on your desk by morning.

Request a Brief See Sample Output