$\DeclareMathOperator\M M \DeclareMathOperator\csch {csch}$
An attempt to invert the sinhc function $\frac{\sinh(x)}x$uses Mellin inversion. Define $f(x)$ as the inverse of $y=x\csch(x),0<y\le1$ and $0$ otherwise, graphed here. Therefore, $f(x)$’s Mellin transform is:
$$\M_t(f(t))=\int_0^1t^{s-1}f(t)dt=\int_0^\infty t(t\csch(t))^{s-1} d(t\csch(t))=-\frac1s\int_0^\infty (t\csch(t))^sdt$$
after substituting $f(t)\to t$ as well as integration by parts on $t$ and $(t\csch(t))^{s-1} d(t\csch(t))$ with $\left.\frac ts(t\csch(t))^s\right|_0^\infty=0$. The final integral appears in:
Compute integral of general form $ \int_0^\infty \left(\frac{x}{\sinh x}\right)^n d x $
We apply binomial series, converging on $e^x>1\iff 0<x$, to get:
$$\M_t(f(t))=-\frac{2^s}s\int_0^\infty\left(\frac t{e^t-e^{-t}}\right)^sdt=-\frac{2^s}s\sum_{n=0}^\infty\binom{-s}n (-1)^n\int_0^\infty t^s e^{-(2n+s)t}dt=-2^s\Gamma(s)\sum_{n=0}^\infty\binom{-s}n \frac{(-1)^n}{(2n+s)^{s+1}}$$
Expanding/simplifying the binomial and applying the inverse Mellin transform finally gives:
$$\boxed{\operatorname{sinhc}^{-1}(x)=\pm\frac1{2\pi i}\int_{c-i\infty}^{c+i\infty}(2x)^sg(s)ds;g(s)=2^{-s}\M_t(f(t))(s)=\sum_{n=0}^\infty\frac{\Gamma(n+s)}{(2n+s)^{s+1}n!},x\ge1}$$
shown here:
The result is accurate to $2$ decimal places if one truncates the integral/sum at $\pm130$. The boxed result is an integral of a sum which looks a bit cumbersome to use. However, it could possibly be a sum of a sum if Ramanujan master theorem, which also uses the Mellin transform, is applied. Another idea is a closed form for $\M_t(f(t))$. Both would make the boxed result cleaner.
If the boxed result it correct, what is a cleaner expression for the inverse of $\frac{\sinh(x)}x$ possibly using the Ramanujan master theorem or getting a closed form for $\M_t(f(t))$?



EDIT 1/2:
An attempt made here is by using simple calculus.
A simple parabola function and its inverse function in order to outline the steps is included.
$$y= 1+x^2,~ y'= 2x,~\text{first order derivative reciprocal and }$$
by variables swap $ y'\to 1/y',~ x\to y $
$$ \frac{1}{y'}=2y~; \frac {dx}{dy}=2y~, $$
Relabeling for inverse function,
$$ \frac {dx1}{dy1}=2y1~;$$
Integrate
$$ x1=y1^2 + c,$$
with Boundary conditions $ (x1=1, y1=0 \to c=1~) $
$$x1=y1^2+1~, y1=\sqrt{x1-1}~$$
The inverse function is gray, parabola symmetrical to the x-axis, inverse functions always reflect about straight line $x=y.$
We adopt exactly the same procedure for obtaining the inverse function of the given (red curve) function.
$$ y=\frac{\sinh x }{x} $$
Differentiate to find ode
$$\frac{dy}{dx} =\left(\frac{x \cosh x-\sinh x}{x^2}\right); $$
Interchanging variables
$$\frac{dx}{dy} =\left(\frac{y \cosh y-\sinh y}{y^2}\right); $$
Relabel for inverse function clear identification:
$$\frac{dx1}{dy1} =\left(\frac{y1 \cosh y1-\sinh y1}{y1^2}\right); $$
The RHS is seen to be (by inspection) directly the full derivative of $\left(\dfrac{\sinh y1}{y1}\right) $ with respect to $y1$ by the Quotient Rule of differentiation
$$ \frac{dx1}{dy1}=d\left(\frac{\sinh y1}{y1} \right)/dy1 ; $$
Integrating
$$ x1=\frac{\sinh y1}{y1} + C_1 $$
Boundary condition $x1=1,y1=0\to C_1=0,$ using L'Hospital's Rule
$$ \boxed{x1=\left(\frac{\sinh y1}{y1}\right) } $$
which is the equation of the sketched (green ) inverted function curve in closed form, reflected about the straight line $x=y$.