Services · Ecommerce development · AI video generation subscription sites

Subscription platforms for Manchester AI video tools sold at catalogue scale.

Our AI video generation subscription website development Manchester service is for software companies whose customers generate video in volume: online retailers turning thousands of product listings into clips, production teams around MediaCityUK in Salford testing synthetic explainers, and Northern Quarter agencies reselling generation to their own clients. We build the website that sells your plans, the checkout that takes payment, and the billing engine that meters every render and invoices it correctly each month.

When a single customer can queue ten thousand renders before lunch, billing stops being an afterthought. Pricing, metering, limits and invoicing have to be designed with the same care as the model and the queue that runs it, because mistakes show up as lost margin or angry finance teams.

Built for
Manchester and Greater Manchester companies selling AI video generation software to retailers, media producers and agencies on volume or usage based subscriptions.
Typical timeline
Worked out in discovery from your pricing model, usage volumes and integrations, then recorded in a written scope before build starts.
What you own
Website source, billing and metering configuration, usage records, customer accounts, payment provider accounts and price books, all held in your company's name.
Rated
4.7 / 5 from 23 Google reviews

200+ companies servedFrom a first store to an ADX listed developer

Modon
Majid Al Futtaim
HP
Belkin
Dulsco Group
OneClickDrive
Hanayen
HMS
Clocksprings
Ghezlan

Platform capabilities

Built for customers who render by the thousand, not the handful.

Selling an AI video tool to one creator is a checkout problem. Selling it to an online fashion brand with a full catalogue, or to an agency running twenty client accounts, is a metering and invoicing problem. Unit costs vary by model, resolution and length, demand spikes around sale events, and every invoice has to tie back to individual jobs when a customer queries it.

These are the components we put together for that kind of business. As an AI video generation SaaS website development Manchester partner, we treat the public site and the billing engine as one product: the plan a buyer chooses on the pricing page is the same object that sets their limits, meters their renders and produces their invoice.

Explain your project
  • Volume pricing with committed tiers

    Plans built on monthly render commitments with lower unit rates at higher tiers, overage charged at a published rate, and annual commitments that smooth out seasonal peaks. The pricing page includes a calculator so buyers can model their own catalogue size before talking to sales.

    Large customers self-qualify and arrive on the right tier.

  • Job-level usage metering

    Every render records model, duration, resolution, queue priority and the account that requested it. Usage aggregates into the billing period with idempotent event handling, so a retried job is never charged twice. Customers see the same usage data in their own dashboard that drives the invoice.

    Invoices customers can trace line by line.

  • Agency and reseller accounts

    A parent account holds several client workspaces, each with its own budget, brand kit and usage report. The agency can pay centrally or pass costs to each client, and can apply its own margin when it rebills.

    Northern Quarter agencies can build a service on your tool.

  • Peak period controls

    Customers can pre-book capacity or buy a temporary boost ahead of events such as Black Friday or a seasonal sale launch. Priority queue access becomes a paid add-on that switches on and off by date, and you can cap how much boosted capacity is sold so your own GPU budget is never overcommitted.

    Demand spikes turn into revenue instead of support tickets.

  • Catalogue import and bulk orders

    Retail customers connect a product feed or upload a spreadsheet, see an estimate of credits needed for the whole batch, approve the cost, then let the jobs run. The estimate and the final charge are shown side by side, and any difference is explained by the jobs that caused it.

    Bulk buyers commit with confidence because the cost is visible first.

  • API plans and developer keys

    Separate plans for customers integrating your API directly into their own ecommerce stack, with key management, rate limits per tier, usage dashboards and webhooks for completed jobs and approaching limits. Documentation pages show pricing per call so engineers can estimate costs themselves.

    Developer customers onboard without a sales call.

  • Pay by bank and card

    Card payments with Strong Customer Authentication for subscriptions, plus Open Banking pay by bank for larger top-ups where your provider supports it, which avoids card limits on high-value one-off purchases.

    Large credit purchases complete without the card being declined.

  • Usage disputes and credit notes

    When a render fails or a customer contests a charge, support staff see the job history, issue credits or credit notes with a reason, and the change flows through to accounting automatically.

    Disputes close quickly with a clear audit trail.

  • Self-serve account and plan changes

    Customers move between tiers, adjust commitments at renewal, add API keys, download invoices and usage statements, and cancel online. Upgrades take effect immediately with a prorated charge; downgrades apply at the end of the period so nobody loses credits they paid for.

    Plan changes happen without a support conversation.

  • Margin and unit cost reporting

    Revenue per account set against the compute cost of the jobs it ran, broken down by model and plan, so you can see which customers and tiers are profitable and reprice before margins erode. Alerts flag any account whose compute cost runs ahead of what it pays.

    Pricing decisions based on real unit economics.

Who this is for

Four Manchester businesses this platform suits.

Greater Manchester mixes a large online retail sector, a broadcast and production base at MediaCityUK, and a dense agency scene in the city centre. Buyers from each behave differently when they pay for generation, so AI video generation subscription platform development Manchester founders commission should start from the customer they are chasing first. Many Manchester tools end up serving two of these groups, and the plan structure has to keep their pricing logic apart without confusing either.

01

Your customers are online retailers

Fashion and lifestyle brands in and around Manchester list thousands of products and want a short clip for each one. They need bulk estimates, catalogue imports, committed monthly volumes and predictable invoices. We shape plans, the pricing calculator and the account area around catalogue size rather than seats, because that is how their ecommerce teams think about cost. Integration with the product information system they already use means new listings can trigger renders automatically under the plan they bought.

Bulk estimates before approval are the feature these buyers ask about first.

02

Your customers are producers and broadcasters

Production companies working with broadcasters at MediaCityUK in Salford tend to buy per project, with budgets approved in advance and invoices tied to a production code. We add project-based billing, prepaid credit blocks that expire with the production, and invoices that carry the codes their finance teams need. Access for freelancers on a production ends when the project closes, which keeps unreleased material contained.

03

You sell through agencies

Agencies in the Northern Quarter and Ancoats want to resell generation inside their own services. Reseller accounts, client sub-workspaces, budget controls per client and the option to mark up costs let them do that without you building a separate product for each agency. Agency administrators can also move a client workspace out if that client later wants a direct contract with you.

White-label options are a scoping decision, not an afterthought.

04

You are moving from a single price to usage billing

Many tools start with one flat monthly price and then discover heavy users cost far more to serve than light ones. We help you move to metered or tiered pricing without upsetting existing subscribers, with grandfathered plans, advance notice emails and a period where customers see their projected bill before it applies. Transparent communication at this stage keeps churn low, and the reporting shows you which accounts were subsidised by the flat price.

Six stages to a billing platform that keeps up with your render volume.

  1. 01Unit economics firstWe start with your compute cost per render, target margins and customer usage patterns, because pricing tiers that ignore cost tend to need painful revision later.
  2. 02Pricing and plan architectureCommitments, overage rates, add-ons, reseller rules and API tiers drafted as a price book you approve before any page is designed.
  3. 03Metering and event designUsage events defined with your engineers and documented, including retries, partial failures and refunds, so the billing system and the generation queue always agree.
  4. 04Site, calculator and portalPricing pages, the volume calculator, checkout and account area designed and built, with accessibility to WCAG 2.2 AA and fast load times on mobile.
  5. 05Load and billing rehearsalWe replay realistic peak volumes, such as a full retail catalogue arriving at once, through metering in test mode and check that invoices, limits and alerts behave correctly under pressure.
  6. 06Launch and repricing reviewsAfter launch we review margin reports with you each billing cycle and adjust tiers, overage rates and alerts as real usage data builds up.

Technology

What we build this with.

Usually a Next.js front end, Stripe Billing or Chargebee with usage based pricing, a metering service that batches render events, a data warehouse for margin reporting, and your accounting package. We choose components to fit your volumes and your engineering team.

01Web

  • React
  • Next.js
  • TypeScript
  • Node.js
  • Laravel
  • WordPress

02Commerce

  • Shopify Plus
  • WooCommerce
  • BigCommerce
  • Headless storefronts

03Data and cloud

  • PostgreSQL
  • MySQL
  • MongoDB
  • AWS
  • Azure
  • Docker

04Marketing and tracking

  • GA4
  • Google Tag Manager
  • Search Console
  • Meta Pixel
  • Looker Studio

Questions Manchester AI video companies ask about subscription platforms.

No, the pricing page is the visible part of a much larger billing system.

The public site matters because it sets expectations, but most of the work sits behind it: metering every render, applying tiers and overages, handling limits, producing invoices and keeping access in step with payment. For volume customers such as retailers and agencies, this hidden part decides whether your margins hold and whether invoices survive scrutiny from their finance teams. We scope both parts together so neither is designed in isolation.

Tell us what the business needs. We will tell you what to build first.

Schedule a free consultation and get a written recommendation, with costs, before you commit to anything.

Get in touch

PROVEN RESULTS

4.7 / 5from 23 Google reviews