AI Automation

Deploy AI coworkers — not another tool your team has to babysit.

We design and deploy custom AI automations that take real work off your team's plate: qualifying leads, repurposing content, triaging support, generating reports, personalising campaigns. Every workflow ships with human-in-the-loop safeguards and measurable ROI.

Now accepting Q2 engagementsBrowse all 7 servicesSee real case studies

Where AI actually earns its keep

Most AI initiatives fail because they start with the technology, not the workflow. At Markage we start with your highest-friction, highest-volume processes — the ones that eat ops hours, lose leads, or bottleneck growth — and redesign them with AI as a coworker. Common examples: an AI SDR that researches and personalises outbound at scale; a content engine that turns one long-form asset into 30 platform-native derivatives; a support triage agent that drafts replies and routes tickets; a reporting agent that writes your weekly marketing narrative from GA4, Ads and CRM data; a lifecycle agent that personalises email and SMS per segment. We build these on OpenAI, Anthropic, open-source models, n8n, Make, Zapier, Temporal and your internal APIs — whatever fits. Every deployment ships with evals, observability, cost tracking, and a clear unit-economics story: what's it saving, what's it earning, when does it pay back.

What we build

AI SDR & outbound agents

Prospect research, personalisation, sequencing and reply triage — human-approved, not spray-and-pray.

Content repurposing engines

Turn one podcast, webinar or long-form piece into a month of platform-native posts, shorts and emails.

Support & ops triage

LLM-powered ticket classification, drafted replies, and routing into Helpscout, Zendesk or your stack.

Marketing reporting agents

Agents that query GA4, Ads and CRM, write the weekly narrative, and flag anomalies.

Lifecycle & personalisation

Dynamic email, SMS and on-site personalisation per customer segment and journey stage.

Internal copilots

Private chatbots over your docs, CRM and data warehouse — with SSO, audit logs and guardrails.

How we deliver AI automation

01

Map

We audit your ops, marketing, sales and support processes and surface the 5–10 highest-leverage AI opportunities.

02

Prototype

We build a working prototype of the top workflow in 2–3 weeks, with real data and a measurable baseline.

03

Ship

Productionise with evals, monitoring, cost controls, SSO and audit logs. Hand your team the playbook.

04

Expand

Roll the same framework across adjacent workflows, each paying back inside a quarter.

AI Automation FAQs

Can't find what you're looking for? Email hello@markage.in and we'll reply within 24 hours.

Almost never. AI automation replaces repetitive work, not judgement — your team gets leverage, not pink slips.

Let's talk

Curious where AI can earn its keep in your business?

We'll run a free AI automation opportunity map on your workflows — no obligation.

AI Automation — Markage

AI Automation

AI workflows that replace ops, not people.