diff --git a/src/passes/cps.jl b/src/passes/cps.jl
index ae7e76f..f8581ab 100644
--- a/src/passes/cps.jl
+++ b/src/passes/cps.jl
@@ -67,10 +67,29 @@ function _functional(ir, tree, vars = [], cs = captures(ir, tree))
   return finish(pr)
 end
 
+# A chain of conditional branches is a nested if/else: move all but the first
+# branch of blocks with more than two into a fresh block.
+function splitbranches!(ir)
+  i = 1
+  while i <= length(blocks(ir))
+    bl = block(ir, i)
+    if length(branches(bl)) > 2
+      new = block!(ir, i+1)
+      brs = copy(branches(bl))
+      empty!(branches(bl))
+      push!(branches(bl), brs[1])
+      branch!(bl, new)
+      append!(branches(new), brs[2:end])
+    end
+    i += 1
+  end
+  return ir
+end
+
 # Unreachable blocks (e.g. left behind by a `break`) can branch anywhere, which
 # can't be expressed by nesting block lambdas along the dominator tree, and they
 # skew the dominators of the blocks they branch to. So drop them first.
 function functional(ir)
-  ir = trimblocks!(explicitbranch!(copy(ir)))
+  ir = trimblocks!(splitbranches!(explicitbranch!(copy(ir))))
   _functional(ir, domtree(ir))
 end
diff --git a/test/compiler.jl b/test/compiler.jl
index f80e4b3..1c0205f 100644
--- a/test/compiler.jl
+++ b/test/compiler.jl
@@ -272,6 +272,38 @@ end
            isa Pair{Core.CodeInfo,DataType})
 end
 
+# Blocks with more than two branches (#100).
+@testset "multibranch" begin
+  f100(x, y) = x && y && error()
+  g100(a, b, c, d) = a && b && c && d && error()
+  function h100(n, a, b)
+    s = 0
+    for i = 1:n
+      a && b && i > 1 && (s += i)
+    end
+    return s
+  end
+  @test_nowarn functional(IR(typeof(f100), Bool, Bool))
+  @test_nowarn functional(IR(typeof(g100), Bool, Bool, Bool, Bool))
+  for x in (false, true), y in (false, true)
+    if x && y
+      @test_throws ErrorException anf(f100, x, y)
+    else
+      @test anf(f100, x, y) == f100(x, y)
+    end
+  end
+  for a in (false, true), b in (false, true), c in (false, true), d in (false, true)
+    if a && b && c && d
+      @test_throws ErrorException anf(g100, a, b, c, d)
+    else
+      @test anf(g100, a, b, c, d) == g100(a, b, c, d)
+    end
+  end
+  for a in (false, true), b in (false, true), n in (0, 1, 4)
+    @test anf(h100, n, a, b) == h100(n, a, b)
+  end
+end
+
 function f_try_catch(x)
     y = 0.
     try