Operating loop
How ElaborationAI works
The product is a reviewed deliverable. AI does the structured production in the middle of the loop, a human reviewer walks the same checklist every time, and the final business decision stays with you.
-
You send the source material.
Calls, an inbox folder, a CRM export, a stack of supplier quotes, a folder of receipts, a brief. The handoff is whatever you would have asked another person to work from.
-
We run the workflow.
AI-assisted production handles the repeatable structure — extracting fields, drafting copy, summarising calls, normalising tables. Edge cases and ambiguous inputs are flagged rather than guessed.
-
A reviewer checks the output.
Before anything leaves us, a human reviewer walks the same checklist every time: names, numbers, tone, scope, risky claims, and anything the AI flagged. If a deliverable is not safe to ship, the cycle goes back into production.
-
You approve the result.
The reviewed deliverable lands in the workspace under the order. Business decisions stay with you — we never send anything to a third party on your behalf without your written approval inside the order.
Inputs
What "source material" actually means.
The handoff is whatever you would have asked another person to work from. Specifically:
- Calls
Recorded calls, voicemail forwards, or live forwarding to a managed reception desk. We accept transcripts when you have them.
- Emails and inboxes
Forwarded threads, IMAP folders, or shared mailbox access scoped to a label or folder. We do not need full-account credentials for a one-folder scope.
- Files
PDFs, spreadsheets, scans, drive folders, supplier portals exports. Anything that you would have copied into a workspace.
- CRM and system exports
CSV exports from your CRM, billing system, scheduler, or PMS. We work from snapshots; we do not require write-back access unless the engagement explicitly scopes it.
- Brief or written rules
The decisions, exceptions, and tone rules that turn raw material into the deliverable you want. The first cycle of an engagement usually clarifies and writes these down.
Human review
What the reviewer actually checks.
Every deliverable runs through the same checklist before it leaves us. The checklist looks at scope match and accuracy against the source material — not at outcomes.
- Names, identifiers, and numbers match the source.
- Tone and phrasing match the rules you set for that engagement.
- Scope boundaries are respected — nothing fabricated, nothing outside the brief.
- Risky claims — outcomes, guarantees, regulated areas — are flagged or removed.
- Edge cases the AI marked as uncertain are resolved or escalated.
- Deliverable structure matches the agreed definition of done.
Cadence
Pick the shape that matches the work.
The four cadence shapes route to the same operating loop, but they differ in setup, billing rhythm, and scope boundary.
- One-off service
A single reviewed deliverable. Useful when the work is bounded — a cleaned spreadsheet, one drafted document, one supplier comparison.
Open → - Recurring help
A repeating cadence with the same review rules each cycle. Useful for weekly summaries, daily inbox triage, monthly invoice checks, recurring lead lists.
Open → - Managed desk
An entire desk — calls, inbox, reception, or reporting — run end to end with shared SLA and review checkpoints. Useful when several services share the same upstream inputs.
Open → - Setup engagement
One-time work that prepares a workflow: fit review, first-service prototype, integration walkthrough. Useful before committing to a recurring cadence.
Open →
Ready to scope something concrete?
Send the work and we return a reviewed quote.
Use site search for catalog questions, browse services to see specific deliverables, or start an order to scope real work in the workspace.