Sydney-based Speedrun AI Labs has deployed an autonomous marketing agent that handles an organisation's entire social media content production pipeline, from sourcing news to preparing assets, while keeping a human in the loop for final approval. The first live production rollout is for Investing Platform, a wholesale investment marketplace, with the system now producing daily news briefs and branded carousels for Instagram and LinkedIn.
What the agent does - and doesn't - do
The agent manages the full chain of tasks: sourcing and verifying news, designing on-brand visual carousels, drafting copy, and formatting platform-ready files. It deliberately stops short of publishing. Every output waits for human sign-off, and a separate person handles the actual posting. The only instruction the business provides is strategic direction - content type, angle, priorities. From there, the agent delivers finished, brand-locked assets with no design drift between editions.
"The interesting part is not that an agent can make content. Plenty can," said Adnan Tanveer, founder of Speedrun AI Labs. "The interesting part is that this one runs the whole production line and asks for a human signature before anything ships. Fast moving teams do not want to be replaced. They want the grunt work done and the final call kept. That is the human in the loop, and it is the only model we deploy."
Designed for speed, built for oversight
Speedrun AI Labs builds its agents with a consistent principle: end-to-end automation under human oversight. The marketing agent joins a lineup that includes tools for SMS reactivation and customer relationship management, with administration and finance agents in development. The approach mirrors a growing demand among AI for Marketing teams who need production capacity but won't cede brand control.
For Investing Platform, the agent produces a daily news brief and thematic carousels locked to a strict brand standard. Zero manual design work repeats between editions, a feature that frees up marketing staff to focus on strategy and creative direction rather than repetitive assembly tasks. This kind of workflow, part of the broader AI Agents & Automation shift, is moving from experimental to operational in Australian businesses.
Who built it
Adnan Tanveer holds an MBA in Investment Management from the London School of Business and Finance and an MBA Advanced from Sydney Business School. He has more than 15 years of experience in financial services, founded Speedrun AI Labs, and co-founded Investing Platform. The lab's focus remains on deploying autonomous agents inside Australian companies, with a delivery model that keeps human judgment at the point of publication.
Why this matters for marketing professionals
Marketing teams often lose hours to the manual work of resizing, reformatting, and rechecking social content across platforms. An agent that runs the entire pre-publishing assembly line - while leaving the final say with a person - cuts that workload without surrendering brand safety. The key takeaway: you don't have to automate the publish button to gain speed. Automating everything before it gives your team more time for the decisions that actually move the needle.
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