At Chigaramboni, near the stone ruins of Great Zimbabwe, ancient furnace walls still hold clues to a remarkable feat: turning iron ore into useful metal without workers pumping air by hand.

The furnaces belonged to a society built by Bantu-speaking communities, whose movement across much of sub-Saharan Africa brought lasting changes to technology, daily life and language. Their expansion began around 6,000 to 4,000 years ago, according to research. It introduced farming, livestock raising, pottery-making and metalworking to places where hunter-gatherer communities had previously lived. The scale and route of this migration are still being pieced together, but its effects reach across the continent today.

Near Great Zimbabwe, clusters of furnace remains lie beneath mounds of rubble. At Mashava, about 25 miles (40 kilometers) northwest of the ancient city, clay fragments still bear the marks of the fingers that smoothed their interiors. Some furnaces were nearly as wide as an adult’s outstretched arm. Their thick walls could contain heat above 2,100 degrees Fahrenheit (1,150 degrees Celsius), enough to smelt iron from ore.

The furnace design was especially clever. At Chigaramboni, researchers found air channels called tuyeres fused together. Archaeometallurgists say that feature suggests the structures drew air in naturally and carried it out through a chimney, rather than relying on workers and bellows to force air inside. Plant marks in the waste slag—the material left after smelting—may also point to plants being used in the process. The resulting iron could be shaped into practical tools and weapons, including hoes, axes and arrowheads.

“The number and size of these furnaces, together with the use of natural-draft technology, indicate intensive and technologically sophisticated iron production,” says Ezekiel Mtetwa, an archaeometallurgist at Chicago’s Field Museum of Natural History who has studied the furnaces.

The furnaces are one piece of a much larger story. Linguists first recognized the Bantu language family through striking similarities among its languages. Bantu is the plural of “muntu,” a word meaning “human being” in many of those languages. Archaeologists later found pottery styles, village traces, metal-making and domesticated animals that appeared in eastern and southern Africa in a pattern pointing from north to south. Scientists now combine language research, archaeology and genetics to investigate where Bantu-speaking communities began, how they moved and how they met other peoples. The evidence is incomplete, and researchers continue to debate parts of the history.

The migration reshaped populations as well as livelihoods. Today, around 350 million people speak one of roughly 500 Bantu languages, including Zulu in southern Africa and Swahili in eastern Africa. At least as many people are thought to carry Bantu ancestry in their DNA, including many African Americans and Afro-Latinos. As researchers pursue more clues, the old furnaces at Great Zimbabwe offer a vivid reminder that this continent-wide change was not only a movement of people. It also carried knowledge, skills and ways of living that continue to matter.