This paper, a continuation of math.CO/9909169, connects the analysis of the length
of the longest weakly increasing subsequence of inhomogeneous random words to a
Riemann-Hilbert problem and an associated system of integrable PDEs. In particular, we show
that the Poissonization of the distribution function of this length can be identified as
the Jimbo-Miwa-Ueno tau function.