The company I am working for is one of the primary users of laser welding, and list it as their core competency.
Due to the non-disclosure agreements that I signed, I can't share the
PFMEA with you, but I can give you a couple of guidelines that hopefully will be of help.
Contamination of the welded parts, particularly by oil, can be a huge problem. This can cause 'blooming' of the focal point, resulting in a weak weld, or in the case of oil, act as an additional focal point, resulting in excessive heat, distortion and burnthrough.
Flatness of the two parts in relation to each other is critical, as there is no filler metal being used. We control our parts to < 0.20mm flatness over the entire mating surfaces.
Traceability of laser-welded components is (usually) a major requirement, as these are commonly safety-critical components. Be sure your PFMEA addresses the traceability issue thoroughly.
Control of the welding process itself is an ongoing development; two similar parts will not always react in the same way.
Evaluation of the welded bond should (by agreement with the customer) be controlled by pull test, rather than by sectioning. (Pull testing is much faster to perform, although the initial equipment cost is somewhat higher).
During the program analysis stage, pay attention to what is to be welded, and the length of the weld. A non-critical surface may not require as much weld as was initially shown in the print (design engineers are as subject to error as the rest of us).
Hope this is of some help. Feel free to contact me directly if there are any other questions that I can answer.