Work
Pieces, formats and campaigns
Each piece is work with a client, format, brief, assigned creator, publish date, revision rounds and a state.
Why it matters here The piece is the unit of throughput and the unit of cost, and rounds are what change the second.
In practice Forty-eight pieces past their revision allowance, quantified in unbilled hours.
Workflows
Briefs, drafts, revisions and approvals
Each stage is a defined step with an owner — internal or client — an age and a state, with rounds counted against allowance.
Why it matters here Both of the agency’s throughput problems live here: uncounted rounds and unchased client steps.
In practice Thirty-nine pieces blocked on client input with publish dates inside eleven days.
People
Writers, editors, designers and freelancers
Creators are records with their formats, skills, availability, current load, cost and quality history.
Why it matters here Capacity is the constraint and assignment is usually done from memory rather than from availability.
In practice Two freelancers at capacity while three with the same skill are unassigned.
Records
Publishing calendars and deadlines
Calendars are records with committed pieces, formats, publish dates and their production state.
Why it matters here The calendar is the client’s expectation, and it is usually a spreadsheet nobody reconciles with production.
In practice Next month committed twenty-four pieces beyond production capacity.
Relationships
Clients, editors and stakeholders
Clients are records with their contracts, revision allowances, calendars, approval behaviour and balances.
Why it matters here Approval speed and revision behaviour are the two client facts that most affect agency margin.
In practice A client averaging four rounds against a two-round allowance, visible before renewal.
Suppliers
Freelancers and production partners
External creators are relationships with their rates, assignments, delivery reliability and quality history.
Why it matters here Freelance cost is a direct per-piece cost that should be attributable to the client it served.
In practice Freelance cost per piece by client, so account profitability includes it.
Reports and analytics
Throughput, rounds and margin reporting
Pieces delivered against committed, revision rounds against allowance, client blocking time, creator load and cost per piece come from the operational records.
Why it matters here A throughput business needs throughput reporting, and content agencies usually report revenue and publish dates.
In practice Cost per piece by client after rounds and freelance cost, which reorders account profitability.
Verity AI
Ask the pipeline a question
Verity AI answers from your own piece, round, creator and calendar records, respects permissions, and can create assigned follow-ups.
Why it matters here The valuable questions are about rounds consumed and pieces waiting on someone else.
In practice "Which pieces are past their revision allowance?" returns forty-eight with the effort quantified.
Communication
Feedback attached to the piece
Briefs, comments, feedback and approvals attach to the piece they concern.
Why it matters here Feedback scattered across email and documents is the reason a fourth round happens.
In practice All feedback on a piece in one place, so the revision addresses it once.
Control
Allowance, rates and approvals
One permission model and one audit trail, with additional rounds, rate exceptions and absorbed effort recorded.
Why it matters here The decision to absorb an extra round is the one that decides agency margin, and it is made by editors under deadline.
In practice An additional round approved with its cost recorded against the client.
Locations
Teams and practices
Teams roll into the agency, with pieces, creators and reporting following the same structure.
Why it matters here Throughput and round consumption vary by team and format.
In practice Rounds per piece by team and format.