diff --git a/rackspace/autoscale/v1/policies/requests.go b/rackspace/autoscale/v1/policies/requests.go
index d948d8f..69ad7cd 100644
--- a/rackspace/autoscale/v1/policies/requests.go
+++ b/rackspace/autoscale/v1/policies/requests.go
@@ -1,10 +1,18 @@
 package policies
 
 import (
+	"errors"
+
 	"github.com/rackspace/gophercloud"
 	"github.com/rackspace/gophercloud/pagination"
 )
 
+// Validation errors returned by create or update operations.
+var (
+	ErrNoName = errors.New("Policy name cannot by empty.")
+	ErrNoArgs = errors.New("Args cannot be nil for schedule policies.")
+)
+
 // List returns all scaling policies for a group.
 func List(client *gophercloud.ServiceClient, groupID string) pagination.Pager {
 	url := listURL(client, groupID)
@@ -15,3 +23,100 @@
 
 	return pagination.NewPager(client, url, createPageFn)
 }
+
+// CreateOptsBuilder is the interface responsible for generating the map that
+// will be marshalled to JSON for a Create operation.
+type CreateOptsBuilder interface {
+	ToPolicyCreateMap() ([]map[string]interface{}, error)
+}
+
+// Adjustment represents the change in capacity associated with a policy.
+type Adjustment struct {
+	// The type for this adjustment.
+	Type AdjustmentType
+
+	// The value of the adjustment.  For adjustments of type Change or
+	// DesiredCapacity, this will be converted to an integer.
+	Value float64
+}
+
+// AdjustmentType represents the way in which a policy will change a group.
+type AdjustmentType string
+
+// Valid types of adjustments for a policy.
+const (
+	Change          AdjustmentType = "change"
+	ChangePercent   AdjustmentType = "changePercent"
+	DesiredCapacity AdjustmentType = "desiredCapacity"
+)
+
+// CreateOpts is a slice of CreateOpt structs that allow the user to create
+// multiple policies in a single operation.
+type CreateOpts []CreateOpt
+
+// CreateOpt represents the options to create a policy.
+type CreateOpt struct {
+	// Name [required] is a name for the policy.
+	Name string
+
+	// Type [required] of policy, i.e. either "webhook" or "schedule".
+	Type Type
+
+	// Cooldown [required] period in seconds.
+	Cooldown int
+
+	// Adjustment [requried] type and value for the policy.
+	Adjustment Adjustment
+
+	// Additional configuration options for some types of policy.
+	Args map[string]interface{}
+}
+
+// ToPolicyCreateMap converts a slice of CreateOpt structs into a map for use
+// in the request body of a Create operation.
+func (opts CreateOpts) ToPolicyCreateMap() ([]map[string]interface{}, error) {
+	var policies []map[string]interface{}
+
+	for _, o := range opts {
+		if o.Name == "" {
+			return nil, ErrNoName
+		}
+
+		if o.Type == Schedule && o.Args == nil {
+			return nil, ErrNoArgs
+		}
+
+		policy := make(map[string]interface{})
+
+		policy["name"] = o.Name
+		policy["type"] = o.Type
+		policy["cooldown"] = o.Cooldown
+
+		// TODO: Function to validate and cast key + value?
+		policy[string(o.Adjustment.Type)] = o.Adjustment.Value
+
+		if o.Args != nil {
+			policy["args"] = o.Args
+		}
+
+		policies = append(policies, policy)
+	}
+
+	return policies, nil
+}
+
+// Create requests a new policy be created and associated with the given group.
+func Create(client *gophercloud.ServiceClient, groupID string, opts CreateOptsBuilder) CreateResult {
+	var res CreateResult
+
+	reqBody, err := opts.ToPolicyCreateMap()
+
+	if err != nil {
+		res.Err = err
+		return res
+	}
+
+	_, res.Err = client.Post(createURL(client, groupID), reqBody, &res.Body, nil)
+
+	return res
+}