Yes it is easily walkable. When you walk out of Swanwick (Park Gate) railway station, walk right up the hill, turn right on the main road and walk until you hit a roundabout, turn right through a bus only junction. Keep walking all the way through the residential estate and you will come out at Solent business park.
A taxi would be far quicker and simpler and there is often many waiting.