Here is how you can specify a default value for a column (column_b in below example)
CREATE TABLE dbo.doc_exz (column_a INT, column_b INT); -- Allows nulls.
GO
INSERT INTO dbo.doc_exz (column_a) VALUES (7);
GO
ALTER TABLE dbo.doc_exz
ADD CONSTRAINT DF_Doc_Exz_Column_B
DEFAULT 50 FOR column_b;
GO
You can update rows with a null value stored already on the column:
UPDATE dbo.doc_exz
SET column_b = 50
WHERE column_b is null
Let me know if this helps in your scenario.