Specialist modules.
Operator-owned decisions.
Ledger, Signal, Pulse, Vector, Scout, Merchant, Loop and Forge are the current diagnostic architecture inside Attributed Intelligence. Each has a specific monitoring job. None of them send commercial communications, launch campaigns or move budget — senior operators do, informed by what the modules surface.
What the modules do — and what they don't.
- • Monitor connected platforms continuously, read-only
- • Reconcile numbers across sources with confidence bands
- • Detect regressions, drift and cohort collapse
- • Rank findings by impact, effort and confidence
- • Draft Implementation Packs for senior-operator review
- • Send commercial communications to customers
- • Launch, pause or reallocate ad campaigns
- • Move budget or change bid strategy autonomously
- • Ship code, content or lifecycle changes without operator sign-off
- • Make commercial decisions on behalf of your business
Modules surface evidence. Operators decide.
Continuous evidence, surfaced for review.
- Continuous monitoring of every connected platform
- Reconciliation of order, ad, CRM and product data
- Discrepancy detection across campaign, page, product and cohort
- Findings ranked by commercial impact and effort
Commercial judgement, defended in the boardroom.
- Experienced marketers, analysts and engineers review the evidence
- Recommendations are challenged and prioritised before they become Packs
- Operators ship the change and defend the result
- Nothing goes live because a model said so — an operator signs it off
Eight specialist modules. One reconciled view.
Reconciles orders, spend and CRM into one commercial view that every other module works from.
Watches channel-level attributed revenue against platform-claimed revenue and flags drift for operator review.
Monitors funnel, checkout and form conversion at cohort level and surfaces where friction is compounding.
Maintains cohort and audience definitions that operators use, kept honest against behavioural evidence.
Tracks organic, brand and AI-search visibility and how it correlates with attributed pipeline or revenue.
Watches product feed hygiene, bestseller availability and margin exposure so paid never scales into empty shelves.
Tracks cohort retention curves, reactivation triggers and lifecycle programme performance against contribution margin.
Tracks the Implementation Pack ledger — what's open, what shipped, what validated against baseline.
Module coverage evolves per engagement — this is the current diagnostic architecture, described honestly. Modules do not send commercial communications, launch campaigns or move budget on their own. Every action taken on your stack is authored, approved and shipped by a senior Attributed operator or your team.
From detection to operator review.
- 1Detection
Module observes a signal that crosses its threshold — reconciliation drift, cohort collapse, tracking regression.
- 2Confidence scoring
The finding is scored against baseline, sample size and known limitations.
- 3Draft Pack
A prioritised Implementation Pack is drafted with problem statement, success metric and prioritised steps.
- 4Operator review
A named senior operator reviews, refines or rejects the draft with reasoning captured.
- 5Ship & validate
Approved Packs open tickets against the right team; validation re-measures against baseline until the finding closes.
What surfaces from the modules.
- Findings — reconciled discrepancies, cohort regressions and tracking drift, confidence-scored
- Recommendations — specific changes tied to commercial impact estimates, for operator review
- Alerts — SLA breaches, feed outages, sudden consent drops, unusual pipeline stalls
- Implementation Packs — the mechanism through which findings become validated revenue movement
Where the modules connect.
The always-on evidence layer of the connected growth agency.
The shippable output — brief, owner, QA, success metric.
OAuth, read-only, consent-aware inputs to the modules.
The senior operators who own the reconciliation and Packs.
Route module findings and alerts to the team channel that owns the response.
See the modules discussed in a Growth Review.
A structured introductory conversation with a senior operator about how the diagnostic architecture would apply to your commercial model.