The full menu · 4 categories

What we build for agencies.

We build four categories of white-label AI services for agencies: autonomous AI agents and workflows, system-to-system automations, AI-assisted client deliveries, and productized AI tools and MVPs. Every build ships under your brand. Every category has shipping case studies behind it. Most engagements draw from two or three categories at once.

Service categories
04
Builds shipped
25+
White-label default
100%
Monthly retainer
$1,500/mo
Why four — not forty

The menu has four categories
on purpose.

Most “AI for agencies” providers either pitch one narrow capability (voice AI, or chatbots, or content) or list forty disconnected features and expect you to figure out what’s worth using. Both extremes leave agency owners without a clear way to evaluate the offer.

Four categories is the level of granularity that actually helps. Each one represents a distinct delivery pattern with a distinct revenue model. The categories don’t overlap, but a real engagement often spans two or three — an AI agent that talks to your clients’ customers (Category 1), feeding data into an automation that syncs to their CRM (Category 2), all delivered as part of a website rebuild (Category 3).

What follows is the working menu — every category has live builds shipping under partner agency brands. None of these are theoretical.

01 / Category

AI Agents & Workflows.

Autonomous AI systems that hold conversations, run workflows, or supervise other software on behalf of your clients.

Explore AI Agents & Workflows
What’s in this category Chatbots (web, app, embedded). Voice agents (phone-callable, EU AI Act compliant). Audit agents (autonomous review and reporting). Lead-qualification bots. Workflow agents that watch a system and take action.
Where the revenue comes from Replacing manual conversation workload at your clients’ businesses. A voice AI that handles inbound intake calls displaces a $2,700/year answering service. A chatbot indexing 250+ podcast episodes generates $100K+/year in incremental pipeline. The unit economics work because the agent runs 24/7 with marginal cost approaching zero.
Who it fits Marketing consultancies with content libraries, MSPs with after-hours phone load, branding agencies whose clients need a voice presence, legal services agencies with intake workflow pain.
Example build EU AI Act-compliant voice AI persona for a US legal MSO. Shipped under the partner agency’s brand. Three weeks from kickoff to production.

02 / Category

Automations.

System-to-system integrations that eliminate manual data entry, close compliance gaps, and unify customer state across platforms.

Explore Automations
What’s in this category CRM syncs (bidirectional, reconciled). Hosting platform-to-marketing-list integrations. Booking system to CRM to project management chains. Cache and operations tooling with audit logging. GDPR-safe data movement patterns.
Where the revenue comes from Recovered hours per week, prevented compliance exposure, and unlocked upsell motion. A WHMCS-to-Brevo bidirectional sync recovers 8–12 hours per week and closes a GDPR exposure that was on track to become an enforcement headline. A CRM order-sync unlocks product-segmented upsell campaigns that were previously a one-off export task.
Who it fits Web design and dev agencies with hosting service lines, PPC agencies running lead-routing operations, digital agencies wrestling with multi-platform client stacks, anyone where data drift between systems is silently eating margin.
Example build WHMCS to Brevo bidirectional sync with reconciliation. Three-layer architecture covering real-time hooks, nightly drift correction, and webhook-driven unsubscribe handling.

03 / Category

AI-Assisted Deliveries.

Websites, plugins, and applications shipped faster by using AI throughout production — without AI being the user-facing product.

Explore AI-Assisted Deliveries
What’s in this category Custom WordPress builds. Plugins with conditional logic and admin UIs. Emergency rebuilds with hard deadlines. Industry-specific landing pages and lead-gen tools. Calculators and intake forms with CRM integration.
Where the revenue comes from Compressed delivery timelines that let you bill the same scope in a quarter of the time. A 9-page MSP website rebuild ships in 4 weeks instead of 12–16. A 22-parameter cost calculator with 70+ structured fields and GHL integration ships in under 2 weeks instead of 8–12. The client sees a finished product. AI sits behind the production line.
Who it fits Web design and dev agencies with backed-up queues, branding agencies running rebrand+rebuild engagements, any agency that has a delivery bottleneck where AI-assisted production would unlock more billable scope per quarter.
Example build 7-day emergency rebuild for a legal MSO. Complete brand repositioning, full content rewrite, URL redirect mapping, zero downtime. $60K+ in lost SEO and emergency-rebuild cost avoided.

04 / Category

AI Products & MVPs.

Productized AI tools your agency can own, license, or resell across multiple clients. The category that turns one build into a recurring revenue line.

Explore AI Products & MVPs
What’s in this category SaaS MVPs (multi-tenant, billable). Productized AI calculators and intake tools. Internal applications your agency uses to deliver client work. White-label apps your agency rebrands and resells.
Where the revenue comes from Compounding margin across your client base. A productized 22-parameter cost calculator built once can be resold to every MSP client. A multi-tenant intake bot can serve 10, 20, or 50 clients without rebuilding. The work pattern shifts from “bill once per build” to “bill many times per build.”
Who it fits Agencies that have identified a horizontal need across their client base. Agencies looking to add a SaaS revenue line without going through a full product-market-fit hunt. Founders who want AI to become a recurring revenue stream rather than a one-off project line.
Example build 22-parameter cost calculator plugin for an MSP. $30K traditional build cost avoided. Now generating ongoing leads. The same architecture is reusable across other MSP clients.
Layered, not pick-one

How the four categories
fit together.

The categories aren’t a “pick one” menu. They’re a layered architecture. A real engagement often combines them:

Layer Category What it does in the engagement
Surface AI Agents & Workflows What your client’s customer interacts with
Connection Automations How data moves between systems
Delivery AI-Assisted Deliveries How the build itself ships faster
Ownership AI Products & MVPs What your agency owns and resells

A typical first build for a marketing agency: a lead-qualification chatbot (Category 1) feeding qualified leads into the client’s CRM via a custom sync (Category 2), embedded in a redesigned landing page rebuilt under tight timeline (Category 3), with the chatbot framework productized for resale across the agency’s wider book (Category 4).

The point of presenting all four categories is so you can recognise which combination fits your specific client base — and so we can scope a build that draws from the right layers, instead of forcing your need into a one-shape-fits-all template.

One price across all four

How pricing works across
all four categories.

Every service category is delivered through the same engagement model: $1,500 per month, including Discovery (month one), build capacity, deployment under your brand, source code handoff, and ongoing strategy reviews.

There is no per-category pricing, no setup fees, and no per-build charges. A month that ships a Category 1 voice agent costs the same as a month that ships a Category 2 sync or a Category 3 website rebuild. Most builds take 2–8 weeks of focused work; some smaller builds ship multiple per month. Larger builds may span 2–3 months.

We don’t price-discriminate by category because we don’t want the pricing structure to push you toward smaller, easier builds when a larger one is the right answer for your business.

For agencies with a clear one-off product idea who don’t want a monthly partnership, we offer a project-based MVP Build starting at $3,000. Most agencies start with the monthly engagement.

Patterns we see

How to choose which category to start with.

Most agency owners look at four categories and ask which one to pick. The honest answer: that’s what month-one Discovery is for. We don’t expect you to pick correctly without seeing your client portfolio mapped against current AI capabilities.

That said, here are the patterns we see most often:

If your agency… Most agencies start with
Has a content library (podcasts, blogs, courses) A chatbot or content agent — Category 1
Runs hosting or has multi-platform clients A reconciliation automation — Category 2
Has a backed-up delivery queue AI-assisted website or plugin builds — Category 3
Has a horizontal pain across many clients A productized tool that scales — Category 4
Doesn’t know yet Discovery first — most agencies (see Strategy)

Don’t optimise for picking correctly before you start. Optimise for working with a partner who’ll surface the right answer faster than you would alone.

FAQ · About the services

Questions worth answering.

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Can we mix multiple service categories in one engagement?

Yes — and most engagements do. The monthly partnership doesn’t lock you into a single category. A typical quarter might ship a voice agent (Category 1), a CRM automation (Category 2), and a landing page using AI-assisted delivery (Category 3). The categories exist to clarify scope, not to restrict it.

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Are all four categories available under white-label?

Yes. White-label is the default for every category. We never contact your client directly. Every deliverable ships under your domain, your brand, and your documentation. Most of our active partners introduce us internally as “our AI team” if they introduce us at all.

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What’s the difference between Automations (Category 2) and AI Agents (Category 1)?

Agents make decisions through reasoning — they read context, decide what to do next, and act. Automations follow deterministic rules — when X happens, do Y. An AI chatbot interpreting customer intent is an agent. A WHMCS-to-Brevo sync triggered on subscription change is an automation. Both are valuable. Mixing them is common: an agent can decide whether to fire an automation, and an automation can be the agent’s hands.

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Are these custom builds or templates?

Custom. Every build is designed against your specific agency’s client base and operational context. We use a battle-tested set of building blocks (Botpress, ElevenLabs, n8n, HaloPSA integrations, etc.) but the assembly and configuration is unique to each engagement. We’re not a template shop, and we’re not a SaaS platform you configure.

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How long until we see our first revenue from these services?

It depends on the category and your existing client pipeline. Realistic ranges: a voice agent or chatbot can start producing measurable client value in 30–60 days. An automation may pay for itself in recovered hours within the first month. AI-assisted deliveries fold immediately into existing client billings. Productized MVPs take 60–180 days to build the first version and 6–12 months to see scaled revenue from resale.

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Do you work with agencies in our specific industry?

We work with agencies serving any industry, with a current concentration in managed services, marketing consultancy, legal services, and digital agencies. The four-category framework applies regardless of industry. The specific use cases differ. If you’re not sure whether your industry pattern fits, book a scoping call and we’ll tell you honestly.

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Do you offer training or implementation services without building anything?

No. We’re a build partner, not a consultancy or training firm. If you want a strategist who teaches your team, we’d point you elsewhere. If you want an AI team that ships under your brand, this is what we do.

Next step · 30 minutes

Not sure which category
fits your agency?

Most aren’t. That’s what Discovery is for. The first month of the engagement maps your client base against all four categories and produces a written roadmap of the highest-revenue opportunities.

Book a 30-minute scoping call

You’ll leave with

A sense of which 1–2 categories likely fit your agency first.

A rough projection

Roughly how the build effort and revenue would look.

A timing call

Whether the timing is right this quarter or next.

No prep · No pitch deck · Just a working conversation