Every reviewing agent reads from and writes to a single shared memory document, coordinated by the Orchestrator through durable workflow state — with QA verification at every transition, and the rules audited by a Ph.D. editorial board.
We're not a single prompt or a chain of disconnected tools. The Orchestrator coordinates every reviewing agent through shared memory, durable state, and event triggers — with QA verification at every transition.
The platform runs the ten reviewing agents below. Each is a specialised Claude Managed Agent with its own role, responsibilities, and tier. Pricing & QA each carry a backup ID — deterministic redundancy on the two paths where a stuck call would block billing or block delivery.
Intake, routing, and the central conductor that runs autonomous execution end-to-end.
Captures degree level, paper type, deadline, formatting style, professor feedback, and stated concerns the moment a document is uploaded.
Determines academic complexity, paper category, service package, and the precise review path each manuscript should travel.
Coordinates every reviewing agent through shared memory, workflow state, and event triggers — operating the platform without human intervention.
The reviewing agents that read, validate, and elevate the manuscript itself.
Refines scholarly tone, clarity, and cadence — producing edits that read as a thoughtful human reviewer would write them.
Evaluates the depth, synthesis, and thematic coherence of literature reviews and flags gaps in the scholarly conversation.
An autonomous scholarly research intelligence engine that discovers, verifies, organises, and synthesises peer-reviewed academic literature aligned with APA 7 and dissertation research standards.
Audits every deliverable for formatting consistency, scholarly tone, and submission readiness before autonomous release.
Billing, support, and feedback — handled without a help desk.
Owns the Stripe-backed billing lifecycle for one-time review purchases — checkout, receipts, and refunds — without manual reconciliation.
Handles every student question — onboarding, status, revisions, and account — in a calm, scholarly voice, around the clock.
Closes the loop after every deliverable — collecting structured satisfaction data that feeds retention models.
Visibility across Google, ChatGPT, and Gemini, optimised continuously.
Continuously expands organic and AI-search visibility across Google, ChatGPT, and Gemini surfaces.
Subscription creation, upgrades, downgrades, prorations.
Branded invoices issued automatically per cycle.
Dunning sequences with smart retry windows.
Volume billing, multi-seat, custom net terms.
Revenue posted into your books on every event.
Renewals, refunds, and entitlement reconciliation.