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At ATS Singapore 2018, Ganga Chirravuri, Chief Technology Officer, CtrlShift, delivers a keynote speech, outlining the real value that intelligent software can bring to brands grappling with digital advertising and programmatic. Chirravuri's presentation is followed by a fireside chat with ExchangeWire CEO, Ciaran O'Kane.

Chirravuri explains some of the key simple, yet deceptively complex questions CtrlShift's R&D unit, The Lab, is currently seeking answers to:
- Is the value of intelligent software creating a connected, API-based ecosystem?
- To what extent can you automate campaigns?
- Can we scale campaigns up or down without human intervention?
- Can we fully automate optimisation?