Catalyzes the degradation of sulfoacetaldehyde into sulfite and acetyl phosphate. Involved in sulfolactate degradation. acetyl phosphate + H(+) + sulfite = phosphate + sulfoacetaldehyde Induced during growth on sulfolactate or taurine. Belongs to the TPP enzyme family.