Screenshot of the Creative revision reconciler interactive demo
Screenshot of the interactive demo, on sample data

Creative revision reconciler

Resolve contradictory feedback before designers redo work.

Try the interactive demo Get this built for you

For
Small design agency producers
Solves
Client feedback conflicts across email and annotated files.
Delivers
Approved revision brief
Built in
about 4 weeks of creation time, MVP in 4 days
Investment
$10,000 for the MVP, $34,000 for the full product
Run it
Inside your business, or as part of your offer to clients
01

What it does

For small design agency producers, turn design versions and authorized feedback into approved revision brief.

  1. Align comments to versions.
  2. Cluster repeated requests.
  3. Detect conflicting directions.
  4. Assign clarification owners.
  5. Track accepted revisions.
  6. Export approval history.

What goes in, what comes out

What the customer puts in
  • Design versions
  • Authorized feedback

AI drafts, people review. Operational coordination portal.

What the customer gets
  • Approved revision brief
02

How it works

The workflow

  1. In
    Start with

    Design versions and authorized feedback

  2. 1

    The buyer creates a project

  3. 2

    Supplies design versions and authorized feedback

  4. 3

    Confirms scope and access

  5. Out
    Finish with

    Approved revision brief

AI does the heavy lifting, people stay in charge

Cluster comments while the producer decides creative priorities. Keep model suggestions separate from verified facts. Link factual outputs to authorized input evidence and show missing information explicitly. Use deterministic checks for counts, dates, identifiers and arithmetic where applicable. A designated reviewer validates consequential outputs and signs off the delivered result.

What your team sees

Key screens: Version stack, Conflict board, Approval log. Use a queue or timeline as the opening view, with clear owners, dates and current states. Each case opens into its source context, proposed actions and discussion. Give external participants a limited form or status page. Make the next required action visible without opening every record. Open with version stack; move into conflict board for the detailed task; finish in approval log for review and handoff. Show the source record, uncertainty and approval status beside each proposed output.

Accounts and administration

Role permissions, task ownership, deadlines, reminders, approval gates, exception handling, action history, duplicate prevention and reversible configuration. Include organization-scoped access, named project owners, review queues, usage limits, export history and retention settings. Never reuse private customer material for other accounts without permission.

Integrations and data access

Existing artwork, campaign systems and client approval processes. Calendars, email, task managers and relevant business records. Use draft actions and supervised handoffs first, then enable only specifically authorized writes. Begin with uploads and exports of design versions and authorized feedback. Any named system or connector is a candidate requiring current access and compatibility checks; no live connection is included by default.

03

How we build it

We build with our own AI software development factory, so most implementations take days to a few weeks of creation time, not months. You see working software at every step, and exact timing depends on availability.

  1. 1

    Scoping call

    Day 1

    Thirty minutes on your process, your data and how you want to run it: for your own team, or for your clients. You get a fixed scope and price for the MVP.

  2. 2

    MVP

    4 days

    One buyer segment, one recurring use case; first modules: align comments to versions; cluster repeated requests. Manual review in the loop. Built by our AI software factory.

  3. 3

    Paid pilot

    5 days

    Accounts, roles, review states, audit trail and the first integration, hardened for two to three paying pilot customers.

  4. 4

    Full product

    10 days

    Self-serve onboarding, billing, monitoring and the wider integration set.

  5. 5

    Run and improve

    Monthly

    We host, monitor and improve it for a fixed monthly fee, or hand it over to your team. How the retainer works.

Why we start with an MVP

An MVP, or minimum viable product, is the smallest version that your users can actually work with. It is not a cheap version of the full solution. It is a test, built to answer the questions that decide whether the rest is worth building.

  1. Pick the riskiest assumption. Here: will small design agency producers use it to solve "client feedback conflicts across email and annotated files"?
  2. Build only what tests it. One team, one use case, a few core modules. People do the rest by hand for now.
  3. Run a paid pilot. Agree the acceptance criteria, input limits and reviewer responsibilities before starting.
  4. Measure, then decide. Track clarification cycles and avoidable rework hours. Then expand, change course or stop, with evidence instead of opinions.

MVP scope for this solution. Costed pilot: One project and PDF feedback imports. Start with one buyer organization and a bounded set of representative inputs. Implement the first two modules: align comments to versions; cluster repeated requests. Support the third task through an assisted review queue: detect conflicting directions. Handle the remaining required functions manually until validated. Include input upload, source references, user correction, a reviewer approval step and export of approved revision brief. Authentication, account isolation, deletion controls and basic operational logging are included. Specialized production certification, live write integrations and broader rollout are not included unless explicitly stated.

After the MVP. After paying customers repeatedly accept approved revision brief, automate assign clarification owners; track accepted revisions; export approval history. Add one tested read integration, reusable customer configuration and scheduled repeat delivery. Increase supported formats or teams only when evaluation cases and reviewer capacity cover the new scope. One project and PDF feedback imports.

What the build depends on. Explicit state definitions, owner mapping, approval rules, idempotent actions, notifications and recovery procedures. Workflow reliability matters more than fluent text. Obtain representative authorized inputs, an agreed review rubric and a buyer-side owner. Specific scope: One project and PDF feedback imports.

04

Investment

A planning range to start the conversation, not a quote. You pay per phase, so you can stop after the MVP.

  1. Phase 1

    MVP

    One buyer segment, one recurring use case; first modules: align comments to versions; cluster repeated requests. Manual review in the loop.

    $10,000 · about 4 days of creation time

  2. Phase 2

    Paid pilot

    Accounts, roles, review states, audit trail and the first integration, hardened for two to three paying pilot customers.

    $10,000 · about 5 days of creation time

  3. Phase 3

    Full product

    Self-serve onboarding, billing, monitoring and the wider integration set.

    $14,000 · about 10 days of creation time

Indicative total, MVP to full product$34,000about 4 weeks of creation time · start with the MVP from $10,000

Running costs per month

A rough indication of monthly hosting and AI model costs once it is live, not tested. Real costs depend on usage, file sizes and the models chosen.

StageHosting and infrastructureAI usageTotal per month
MVP and paid pilotabout 3 customers$30–$60$40–$90$70–$150
Full productabout 50 customers$110–$210$280–$560$390–$770
05

Run it or resell it

Internally

For your own team

Small design agency producers run it inside the business: design versions and authorized feedback in, approved revision brief out, reviewed by your people.

For your clients

As part of your offer

Agencies, consultancies and software companies can offer it to their own clients under their brand. We build and maintain it; you sell and deliver it.

Your brand, or this one

Run it under your own brand, or start from this concept style.

  • primary#913a27
  • accent#54bdc9
  • surface#f1e7e4
  • ink#22201e
Headings
Playfair Display
Text
Source Sans 3
Voice
Confident, visual, craft-proud
Selling it to your own clients: the go-to-market playbook

Pricing to test

Test USD 750-2,500 setup plus USD 200-800 monthly for one bounded workflow and team. Cap case volume and implementation scope. Larger operational integrations need separate quotes. Prices are hypotheses. For this buyer, package the first sale around reconcile one messy revision thread and the defined approved revision brief. Record actual review effort before offering a recurring allowance. The commercial pilot fee is distinct from the platform development budget.

Message to test

Resolve contradictory feedback before designers redo work. Demonstrate the result with reconcile one messy revision thread for small design agency producers. Use a concrete before-and-after example without promising unmeasured savings.

Where to find buyers

Agency producer communities and design operations newsletters

Lead magnet

Reconcile one messy revision thread

The first 30 days

  1. Week 1: interview five prospective buyers from small design agency producers and inspect how they handle client feedback conflicts across email and annotated files.
  2. Week 2: prepare reconcile one messy revision thread using authorized or synthetic material.
  3. Week 3: share the demonstration through agency producer communities and design operations newsletters and seek one bounded paid pilot.
  4. Week 4: measure clarification cycles and avoidable rework hours, review delivery effort and ask for a repeat purchase. This is a validation schedule, not a promise that the full product can be built in thirty days.

Paid pilot

Agree the acceptance criteria, input limits and reviewer responsibilities before starting. Run reconcile one messy revision thread and deliver approved revision brief. Compare clarification cycles and avoidable rework hours with the buyer's current process on comparable cases; include corrections, missed issues and reviewer time. Seek payment and repeat use. Stop or revise the scope if data access, accuracy or unit economics fail.

Success metrics

Clarification cycles and avoidable rework hours

Retention and expansion

Build repeat use around approved revision brief. Save approved configurations and review decisions with permission, revisit unresolved exceptions and show progress on clarification cycles and avoidable rework hours. Offer a recurring volume allowance after repeat demand; expand to adjacent tasks only when the buyer asks and delivery quality remains acceptable.

Why clients would pick it

Customer-specific workflow rules, reliable handoffs, operational history and integrations that make the service part of daily work. For this concept, accumulate permissioned examples and reviewer corrections around resolve contradictory feedback before designers redo work. The durable asset is reliable task-specific execution and trusted customer configuration, not access to a general-purpose AI model.

Alternatives and positioning

Shared inboxes, spreadsheets, task boards and existing workflow automation products. Position this concept around resolve contradictory feedback before designers redo work. Compare it against the customer's current process on the same representative task. This is proposed differentiation; no exhaustive competitor study or uniqueness claim has been established.

Main delivery costs

Workflow configuration, integration maintenance, model calls, notification delivery, exception support and monitoring. Initial validation additionally budgets for sample file preparation. Track model usage, storage, reviewer minutes, exception handling and customer support per accepted deliverable.

06

Safeguards

Protect supplied asset rights, client approvals and product fidelity. Do not reuse private client assets across accounts. One project and PDF feedback imports. Require appropriate access and publication approval. Preserve source material, label AI drafts and make corrections traceable. Measure false positives and missed cases alongside speed.

Get this solution built

Built for you by our AI software factory, MVP in about 4 days. Tell us about your business and how you want to run it: inside your company, or as part of what you offer your clients. We reply within one working day.

More in Creatives

Bring one process you are sick of. In thirty minutes we will tell you whether it can run itself. Book a call.

© 2026 Nexibeo LimitedFounded 2017contact@nexibeo.com