whitelabelai.agency
whitelabelai.agency
Build partner for agencies
White Label AI Agency 2026 · Ed. 01
Case Study Portfolio

AI-Augmented
Delivery
for Agencies

Fourteen builds across three categories — AI agents, automations, and AI-assisted client deliveries.

14
Case studies
8
Engagements
$500k+
Annual value
whitelabelai.agency Delivered under your brand
17 pages

14 AI builds.
$500K+ documented.

A 17-page PDF documenting 14 production AI builds delivered for digital agencies over the last year. Each entry: the client's real problem, the AI-augmented solution, exact tech stack, AI's specific role, and the annual dollar value.

Case Studies - Download

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14
Case studies
8
Engagements
$500K+
Annual value

Anatomy of a case study

Six things in every entry.

Each of the 14 case studies follows the same format. Flip straight to the patterns that match what your clients are asking for.

01 / 06

The client's real problem

Not a sanitised version. The actual operational issue, in their own words — including what failed before.

02 / 06

The AI-augmented solution

The actual approach shipped: architecture, integration points, and the design choices we made under pressure.

03 / 06

The exact tech stack

Claude, n8n, WordPress, Twilio, ElevenLabs, GA4 — specific tools and versions, not vague "AI."

04 / 06

AI's specific role

What AI built vs. what humans owned. The judgement layer made explicit — no hand-waving.

05 / 06 · KEY

Annual benefit, in dollars

Hours recovered at staff rate, cost avoided, or annualised revenue lift. Real numbers — the kind you can show your CFO.

06 / 06

The counterfactual

What would have happened without the build. The cost of doing nothing — usually the most expensive line.

Three categories · 14 entries

What's inside the portfolio.

Organised into three categories — so you can flip straight to the patterns that match what your clients are asking you for.

Cat. 01

AI Agents & Workflows

Autonomous AI systems — chatbots, voice agents, audit agents, workflow agents — that handle real production load.

6
Case studies · $385K+
Cat. 02

Automations

System-to-system integrations — sync, reconciliation, and internal tooling that quietly remove manual work.

4
Case studies · $70K+
Cat. 03

AI-Assisted Deliveries

Client-facing deliverables — websites, plugins, applications — shipped at AI-augmented speed.

4
Case studies · $125K+

A taste of what's inside · 6 of 14

Real builds.
Real dollar values.

Each annualised in dollars or hours saved. The full portfolio includes problem, solution, AI's specific role, and the without-this-build counterfactual for all 14.

Case 08 · Featured AI Agent

Public AI Chatbot — 250+ Episodes, 24/7

Marketing Consultancy. Botpress chatbot embedded on site, trained on 250+ podcast episodes with citation links back to source content. Handles lead capture, content discovery, and qualified routing into the agency's CRM.

Botpress WordPress CRM Claude
Annual benefit
$100,000+
/year
Case 06 · AI Agent $75K

Daily Podcast Workflow — 50–70% Time Saved

Marketing Consultancy. AI-augmented workflow handling 365+ episodes/year of prep, show notes, and SEO.

Claude n8n WordPress
Case 09 · AI Agent $50K+

Voice AI Persona — EU AI Act Compliant

Marketing Consultancy. ElevenLabs voice agent, phone-callable, with explicit AI self-identification.

ElevenLabs Gemini 2.5 Twilio
Case 01 $30K+

Website Rebuild — 3 Mo → 4 Wks

B2B IT Services MSP. 9 landing pages in 4 weeks vs. 12–16 traditional.

Claude WordPress
Case 03 $40K+

Emergency Rebuild — 7 Days

Legal MSO. 7-day emergency rebuild behind partner brand. Zero downtime.

Claude WordPress
Case 07 $50K

AI Training Audit Agent

Audits training decks against current sources without rewriting them.

Claude n8n

+ 8 more builds in the full portfolio

Including 4 automations, 1 more delivery, and 3 additional AI agents — each with the full anatomy: problem, solution, tech, AI's role, dollar value, counterfactual.

Get the full PDF

— Editor's note

Most "AI case studies" online are marketing fluff — vague claims about "transformation" with no numbers, no tech stack, and no admission of what AI actually did versus what humans owned.

Agency owners need real proof: specific builds, specific tools, specific dollar values. The kind of detail you'd want before recommending an AI project to a paying client.

We put this portfolio together because we got tired of sending the same 14 patterns by email every time an agency owner asked, "Have you done anything like X for an agency before?"

↳

The portfolio is the pre-call. Read it before booking a discovery call. By the time we talk, you'll know which patterns fit your client base — and we can spend the call on architecture, not introductions.

FAQ · before you download

Quick questions,
quick answers.

Skip to the PDF

How is the case study portfolio PDF delivered?

You'll receive an email within a couple of minutes with the 17-page PDF attached. Check your spam folder if you don't see it. If it's not there either, email darshan@whitelabelai.agency and we'll send it directly.

Are these real client engagements?

Yes. All 14 case studies are from active client engagements over the last year. Client names are kept anonymous, but the problems, solutions, tech stacks, and dollar values are accurate and documented.

Can I share the portfolio with my team?

Absolutely — that's the point. The portfolio is designed to spark internal conversations about what AI could deliver inside your agency, or for your clients. Forward it freely.

Will I be added to a marketing list?

You'll receive one welcome note with the PDF attached. After that, we only reach out if it's personally relevant. There's no nurture sequence, no newsletter, no drip. Unsubscribe in one click any time.

What's the difference between the three case study categories?

AI Agents & Workflows covers autonomous AI systems — chatbots, voice agents, audit agents, workflow agents. Automations covers system-to-system integrations — sync, reconciliation, internal tooling. AI-Assisted Deliveries covers client-facing builds — websites, plugins, applications — shipped at AI-augmented speed.

Are the dollar values verified?

Dollar values are conservative estimates based on hours recovered at staff rates, costs avoided versus traditional approaches, or annualised revenue lift. The estimate methodology is documented inside each case study itself.

— Last chance to download

Get the portfolio.
Then book a discovery call.

Read it on your commute. Find a build pattern that fits one of your clients. Then book a call — and we'll spend the time on architecture, not introductions.

Case Studies - Download

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