Agency-grade AI workflow for short-form teams

From brief to approved script, without the version chaos.

Narraplex helps agencies turn briefs and references into persona-consistent script variants, route them through a simple client review flow, and learn from every approval cycle.

Launch scope is intentionally simple. Script delivery first. Clients approve or request changes on the exact variant they saw.

See the agency workflow

Built for multi-client agency teams that need faster approvals, tighter control, and client-ready output.

What agencies actually buy

Not another writing toy. The value is operational: faster approvals, fewer rewrites, and a cleaner production rhythm across clients.

Approval speed

More first-pass approvals

Give clients a clear review surface instead of asking them to decode comment threads and file names.

Rewrite control

Less drift between versions

Keep the brief, brand rules, and the latest approved snapshot tied to the work in one place.

Team throughput

More output per pod

Help strategists, writers, reviewers, and account leads move faster without turning every job into a re-brief.

How the core loop works

The workflow starts useful in minutes, then compounds as your team and clients use it.

01

Brief + rules

Define audience, offer, CTA, taboo topics, and brand constraints.

02

Reference pack

Attach past winners, campaign examples, and voice clues without a heavy migration.

03

Draft variants

Generate hooks, beats, captions, and runtime-aware variants for the actual brief.

04

Internal review + guards

Check voice, differentiation, claims, and required lines before the client sees it.

05

Client approval

Send a simple review link where the client approves or requests changes on a variant snapshot.

06

Learn the preference

Approved edits and rejection reasons become tenant-local signals for the next draft.

Who touches the workflow

We describe the pipeline in agency language, not in agent jargon.

Strategist

Sets the angle

Defines message priority, audience fit, proof, and what this script is trying to win.

Creative Director

Clears the concept

Pressure-tests hook strength, pacing, differentiation, and brand fit before client review.

Writer

Builds the variants

Turns the direction into scripts, captions, mandatory lines, and revision rounds.

Reviewer / Account

Packages the decision

Chooses what the client sees, tracks deadlines, and records off-platform feedback or approvals.

Guards

Catch risky drift

Automated checks look for claim risk, missing requirements, prohibited phrases, and off-brief changes.

Client approver

Makes the call

Sees a simple approve-or-change decision on the exact snapshot that was submitted.

Why the model stack is more reliable in practice

Different model families handle different jobs so the same model family does not write, critique, and guard everything end to end.

  • Task routing: one family can structure or draft, another can critique, and guard models can check for risky changes.
  • Lower correlated failure risk: using multiple model families reduces the chance that one family's blind spot survives every stage unchecked.
  • Human review still matters: the point is a safer and sharper workflow, not pretending the model stack replaces agency judgment.

Explore the public product pages

Start with the pages that explain the agency workflow in more detail.

Request Agency Pilot

A quick fit check is enough to start the conversation.