The Overseer is a shield generator that deflects plasma artillery and can take a lot of damage before going down. However, it drains over half a fusion reactor's worth of output to constantly recharge the shield.

Build a few around your base to protect it from early artillery barrages.

Beware that shields do not deflect other units weaponry such as bombs, lasers, or missiles.