diff --git a/authorize/evaluator/policy_evaluator.go b/authorize/evaluator/policy_evaluator.go
index 5857df1d6..a579f8c24 100644
--- a/authorize/evaluator/policy_evaluator.go
+++ b/authorize/evaluator/policy_evaluator.go
@@ -28,22 +28,34 @@ type PolicyResponse struct {
 	Allow, Deny RuleResult
 }
 
+// NewPolicyResponse creates a new PolicyResponse.
+func NewPolicyResponse() *PolicyResponse {
+	return &PolicyResponse{
+		Allow: NewRuleResult(false),
+		Deny:  NewRuleResult(false),
+	}
+}
+
 // A RuleResult is the result of evaluating a rule.
 type RuleResult struct {
-	Value   bool
-	Reasons criteria.Reasons
+	Value          bool
+	Reasons        criteria.Reasons
+	AdditionalData map[string]interface{}
 }
 
 // NewRuleResult creates a new RuleResult.
 func NewRuleResult(value bool, reasons ...criteria.Reason) RuleResult {
 	return RuleResult{
-		Value:   value,
-		Reasons: criteria.NewReasons(reasons...),
+		Value:          value,
+		Reasons:        criteria.NewReasons(reasons...),
+		AdditionalData: map[string]interface{}{},
 	}
 }
 
 // MergeRuleResultsWithOr merges all the results using `or`.
-func MergeRuleResultsWithOr(results ...RuleResult) (merged RuleResult) {
+func MergeRuleResultsWithOr(results ...RuleResult) RuleResult {
+	merged := NewRuleResult(false)
+
 	var trueResults, falseResults []RuleResult
 	for _, result := range results {
 		if result.Value {
@@ -57,11 +69,17 @@ func MergeRuleResultsWithOr(results ...RuleResult) (merged RuleResult) {
 		merged.Value = true
 		for _, result := range trueResults {
 			merged.Reasons = merged.Reasons.Union(result.Reasons)
+			for k, v := range result.AdditionalData {
+				merged.AdditionalData[k] = v
+			}
 		}
 	} else {
 		merged.Value = false
 		for _, result := range falseResults {
 			merged.Reasons = merged.Reasons.Union(result.Reasons)
+			for k, v := range result.AdditionalData {
+				merged.AdditionalData[k] = v
+			}
 		}
 	}
 
@@ -145,7 +163,7 @@ func NewPolicyEvaluator(ctx context.Context, store *Store, configPolicy *config.
 
 // Evaluate evaluates the policy rego scripts.
 func (e *PolicyEvaluator) Evaluate(ctx context.Context, req *PolicyRequest) (*PolicyResponse, error) {
-	res := new(PolicyResponse)
+	res := NewPolicyResponse()
 	// run each query and merge the results
 	for _, query := range e.queries {
 		o, err := e.evaluateQuery(ctx, req, query)
@@ -179,7 +197,7 @@ func (e *PolicyEvaluator) evaluateQuery(ctx context.Context, req *PolicyRequest,
 	return res, nil
 }
 
-// getRuleResult gets the rule result var. It expects a boolean or [boolean, []string].
+// getRuleResult gets the rule result var. It expects a boolean, [boolean, []string] or [boolean, []string, object].
 func (e *PolicyEvaluator) getRuleResult(name string, vars rego.Vars) (result RuleResult) {
 	result = NewRuleResult(false)
 
@@ -193,14 +211,21 @@ func (e *PolicyEvaluator) getRuleResult(name string, vars rego.Vars) (result Rul
 		result.Value = t
 	case []interface{}:
 		switch len(t) {
+		case 3:
+			v, ok := t[2].(map[string]interface{})
+			if ok {
+				for k, vv := range v {
+					result.AdditionalData[k] = vv
+				}
+			}
+			fallthrough
 		case 2:
 			// fill in the reasons
 			v, ok := t[1].([]interface{})
-			if !ok {
-				return result
-			}
-			for _, vv := range v {
-				result.Reasons.Add(criteria.Reason(fmt.Sprint(vv)))
+			if ok {
+				for _, vv := range v {
+					result.Reasons.Add(criteria.Reason(fmt.Sprint(vv)))
+				}
 			}
 			fallthrough
 		case 1:
diff --git a/config/policy_ppl_test.go b/config/policy_ppl_test.go
index 031e5e2cd..08f4edc95 100644
--- a/config/policy_ppl_test.go
+++ b/config/policy_ppl_test.go
@@ -623,12 +623,14 @@ deny = v {
 	v := merge_with_or(normalized)
 }
 
-invert_criterion_result(result) = [false, result[1]] {
-	result[0]
+invert_criterion_result(in) = out {
+	in[0]
+	out = array.concat([false], array.slice(in, 1, count(in)))
 }
 
-else = [true, result[1]] {
-	not result[0]
+else = out {
+	not in[0]
+	out = array.concat([true], array.slice(in, 1, count(in)))
 }
 
 normalize_criterion_result(result) = v {
@@ -645,26 +647,39 @@ else = v {
 	v = [false, set()]
 }
 
-merge_with_and(results) = [true, reasons] {
+object_union(xs) = merged {
+	merged = {k: v |
+		some k
+		xs[_0][k]
+		vs := [xv | xv := xs[_][k]]
+		v := vs[minus(count(vs), 1)]
+	}
+}
+
+merge_with_and(results) = [true, reasons, additional_data] {
 	true_results := [x | x := results[i]; x[0]]
 	count(true_results) == count(results)
 	reasons := union({x | x := true_results[i][1]})
+	additional_data := object_union({x | x := true_results[i][2]})
 }
 
-else = [false, reasons] {
+else = [false, reasons, additional_data] {
 	false_results := [x | x := results[i]; not x[0]]
 	reasons := union({x | x := false_results[i][1]})
+	additional_data := object_union({x | x := false_results[i][2]})
 }
 
-merge_with_or(results) = [true, reasons] {
+merge_with_or(results) = [true, reasons, additional_data] {
 	true_results := [x | x := results[i]; x[0]]
 	count(true_results) > 0
 	reasons := union({x | x := true_results[i][1]})
+	additional_data := object_union({x | x := true_results[i][2]})
 }
 
-else = [false, reasons] {
+else = [false, reasons, additional_data] {
 	false_results := [x | x := results[i]; not x[0]]
 	reasons := union({x | x := false_results[i][1]})
+	additional_data := object_union({x | x := false_results[i][2]})
 }
 
 get_session(id) = v {
diff --git a/pkg/policy/criteria/accept_test.go b/pkg/policy/criteria/accept_test.go
index 87aa28f33..4e1225d57 100644
--- a/pkg/policy/criteria/accept_test.go
+++ b/pkg/policy/criteria/accept_test.go
@@ -13,6 +13,6 @@ allow:
     - accept: 1
 `, []dataBrokerRecord{}, Input{})
 	require.NoError(t, err)
-	require.Equal(t, A{true, A{ReasonAccept}}, res["allow"])
+	require.Equal(t, A{true, A{ReasonAccept}, M{}}, res["allow"])
 	require.Equal(t, A{false, A{}}, res["deny"])
 }
diff --git a/pkg/policy/criteria/authenticated_user_test.go b/pkg/policy/criteria/authenticated_user_test.go
index 13a4cf523..89cf4437d 100644
--- a/pkg/policy/criteria/authenticated_user_test.go
+++ b/pkg/policy/criteria/authenticated_user_test.go
@@ -16,7 +16,7 @@ allow:
     - authenticated_user: 1
 `, []dataBrokerRecord{}, Input{Session: InputSession{ID: "SESSION_ID"}})
 		require.NoError(t, err)
-		require.Equal(t, A{false, A{ReasonUserUnauthenticated}}, res["allow"])
+		require.Equal(t, A{false, A{ReasonUserUnauthenticated}, M{}}, res["allow"])
 		require.Equal(t, A{false, A{}}, res["deny"])
 	})
 	t.Run("by domain", func(t *testing.T) {
@@ -33,7 +33,7 @@ allow:
 			},
 			Input{Session: InputSession{ID: "SESSION_ID"}})
 		require.NoError(t, err)
-		require.Equal(t, A{true, A{ReasonUserOK}}, res["allow"])
+		require.Equal(t, A{true, A{ReasonUserOK}, M{}}, res["allow"])
 		require.Equal(t, A{false, A{}}, res["deny"])
 	})
 }
diff --git a/pkg/policy/criteria/claims_test.go b/pkg/policy/criteria/claims_test.go
index 607295d5c..ff05f9d96 100644
--- a/pkg/policy/criteria/claims_test.go
+++ b/pkg/policy/criteria/claims_test.go
@@ -18,7 +18,7 @@ allow:
     - claim/family_name: Smith
 `, []dataBrokerRecord{}, Input{Session: InputSession{ID: "SESSION_ID"}})
 		require.NoError(t, err)
-		require.Equal(t, A{false, A{ReasonUserUnauthenticated}}, res["allow"])
+		require.Equal(t, A{false, A{ReasonUserUnauthenticated}, M{}}, res["allow"])
 		require.Equal(t, A{false, A{}}, res["deny"])
 	})
 	t.Run("no claim", func(t *testing.T) {
@@ -35,7 +35,7 @@ allow:
 			},
 			Input{Session: InputSession{ID: "SESSION_ID"}})
 		require.NoError(t, err)
-		require.Equal(t, A{false, A{ReasonClaimUnauthorized}}, res["allow"])
+		require.Equal(t, A{false, A{ReasonClaimUnauthorized}, M{}}, res["allow"])
 		require.Equal(t, A{false, A{}}, res["deny"])
 	})
 	t.Run("by session claim", func(t *testing.T) {
@@ -59,7 +59,7 @@ allow:
 			},
 			Input{Session: InputSession{ID: "SESSION_ID"}})
 		require.NoError(t, err)
-		require.Equal(t, A{true, A{ReasonClaimOK}}, res["allow"])
+		require.Equal(t, A{true, A{ReasonClaimOK}, M{}}, res["allow"])
 		require.Equal(t, A{false, A{}}, res["deny"])
 	})
 	t.Run("by user claim", func(t *testing.T) {
@@ -83,7 +83,7 @@ allow:
 			},
 			Input{Session: InputSession{ID: "SESSION_ID"}})
 		require.NoError(t, err)
-		require.Equal(t, A{true, A{ReasonClaimOK}}, res["allow"])
+		require.Equal(t, A{true, A{ReasonClaimOK}, M{}}, res["allow"])
 		require.Equal(t, A{false, A{}}, res["deny"])
 	})
 }
diff --git a/pkg/policy/criteria/cors_preflight_test.go b/pkg/policy/criteria/cors_preflight_test.go
index 00e685f9f..1a4a78db4 100644
--- a/pkg/policy/criteria/cors_preflight_test.go
+++ b/pkg/policy/criteria/cors_preflight_test.go
@@ -20,7 +20,7 @@ allow:
 			},
 		}})
 		require.NoError(t, err)
-		require.Equal(t, A{true, A{"cors-request"}}, res["allow"])
+		require.Equal(t, A{true, A{"cors-request"}, M{}}, res["allow"])
 		require.Equal(t, A{false, A{}}, res["deny"])
 	})
 	t.Run("false", func(t *testing.T) {
@@ -32,7 +32,7 @@ allow:
 			Method: "OPTIONS",
 		}})
 		require.NoError(t, err)
-		require.Equal(t, A{false, A{"non-cors-request"}}, res["allow"])
+		require.Equal(t, A{false, A{"non-cors-request"}, M{}}, res["allow"])
 		require.Equal(t, A{false, A{}}, res["deny"])
 	})
 }
diff --git a/pkg/policy/criteria/criteria.go b/pkg/policy/criteria/criteria.go
index 30760905a..895436fed 100644
--- a/pkg/policy/criteria/criteria.go
+++ b/pkg/policy/criteria/criteria.go
@@ -126,3 +126,24 @@ func NewCriterionTerm(value bool, reasons ...Reason) *ast.Term {
 		ast.SetTerm(terms...),
 	)
 }
+
+// NewCriterionTermWithAdditionalData creates a new rego term for a criterion with additional data:
+//
+//    [true, {"reason"}, {"key": "value"}]
+//
+func NewCriterionTermWithAdditionalData(value bool, reason Reason, additionalData map[string]interface{}) *ast.Term {
+	var kvs [][2]*ast.Term
+	for k, v := range additionalData {
+		kvs = append(kvs, [2]*ast.Term{
+			ast.StringTerm(k),
+			ast.NewTerm(ast.MustInterfaceToValue(v)),
+		})
+	}
+	var terms []*ast.Term
+	terms = append(terms, ast.StringTerm(string(reason)))
+	return ast.ArrayTerm(
+		ast.BooleanTerm(value),
+		ast.SetTerm(terms...),
+		ast.ObjectTerm(kvs...),
+	)
+}
diff --git a/pkg/policy/criteria/domain_test.go b/pkg/policy/criteria/domain_test.go
index 7e312eb5a..490d1300b 100644
--- a/pkg/policy/criteria/domain_test.go
+++ b/pkg/policy/criteria/domain_test.go
@@ -18,7 +18,7 @@ allow:
         is: example.com
 `, []dataBrokerRecord{}, Input{Session: InputSession{ID: "SESSION_ID"}})
 		require.NoError(t, err)
-		require.Equal(t, A{false, A{ReasonUserUnauthenticated}}, res["allow"])
+		require.Equal(t, A{false, A{ReasonUserUnauthenticated}, M{}}, res["allow"])
 		require.Equal(t, A{false, A{}}, res["deny"])
 	})
 	t.Run("by domain", func(t *testing.T) {
@@ -40,7 +40,7 @@ allow:
 			},
 			Input{Session: InputSession{ID: "SESSION_ID"}})
 		require.NoError(t, err)
-		require.Equal(t, A{true, A{ReasonDomainOK}}, res["allow"])
+		require.Equal(t, A{true, A{ReasonDomainOK}, M{}}, res["allow"])
 		require.Equal(t, A{false, A{}}, res["deny"])
 	})
 	t.Run("by impersonate email", func(t *testing.T) {
@@ -62,7 +62,7 @@ allow:
 			},
 			Input{Session: InputSession{ID: "SESSION_ID"}})
 		require.NoError(t, err)
-		require.Equal(t, A{true, A{ReasonDomainOK}}, res["allow"])
+		require.Equal(t, A{true, A{ReasonDomainOK}, M{}}, res["allow"])
 		require.Equal(t, A{false, A{}}, res["deny"])
 	})
 }
diff --git a/pkg/policy/criteria/email_test.go b/pkg/policy/criteria/email_test.go
index 56918ffdf..193f9ef3c 100644
--- a/pkg/policy/criteria/email_test.go
+++ b/pkg/policy/criteria/email_test.go
@@ -19,7 +19,7 @@ allow:
         is: test@example.com
 `, []dataBrokerRecord{}, Input{Session: InputSession{ID: "SESSION_ID"}})
 		require.NoError(t, err)
-		require.Equal(t, A{false, A{ReasonUserUnauthenticated}}, res["allow"])
+		require.Equal(t, A{false, A{ReasonUserUnauthenticated}, M{}}, res["allow"])
 		require.Equal(t, A{false, A{}}, res["deny"])
 	})
 	t.Run("by email", func(t *testing.T) {
@@ -41,7 +41,7 @@ allow:
 			},
 			Input{Session: InputSession{ID: "SESSION_ID"}})
 		require.NoError(t, err)
-		require.Equal(t, A{true, A{ReasonEmailOK}}, res["allow"])
+		require.Equal(t, A{true, A{ReasonEmailOK}, M{}}, res["allow"])
 		require.Equal(t, A{false, A{}}, res["deny"])
 	})
 	t.Run("by impersonate session id", func(t *testing.T) {
@@ -72,7 +72,7 @@ allow:
 			},
 			Input{Session: InputSession{ID: "SESSION1"}})
 		require.NoError(t, err)
-		require.Equal(t, A{true, A{ReasonEmailOK}}, res["allow"])
+		require.Equal(t, A{true, A{ReasonEmailOK}, M{}}, res["allow"])
 		require.Equal(t, A{false, A{}}, res["deny"])
 	})
 }
diff --git a/pkg/policy/criteria/groups_test.go b/pkg/policy/criteria/groups_test.go
index dc4a90a4d..a6d67c296 100644
--- a/pkg/policy/criteria/groups_test.go
+++ b/pkg/policy/criteria/groups_test.go
@@ -20,7 +20,7 @@ allow:
         has: group2
 `, []dataBrokerRecord{}, Input{Session: InputSession{ID: "SESSION_ID"}})
 		require.NoError(t, err)
-		require.Equal(t, A{false, A{ReasonUserUnauthenticated}}, res["allow"])
+		require.Equal(t, A{false, A{ReasonUserUnauthenticated}, M{}}, res["allow"])
 		require.Equal(t, A{false, A{}}, res["deny"])
 	})
 	t.Run("by id", func(t *testing.T) {
@@ -42,7 +42,7 @@ allow:
 			},
 			Input{Session: InputSession{ID: "SESSION_ID"}})
 		require.NoError(t, err)
-		require.Equal(t, A{true, A{ReasonGroupsOK}}, res["allow"])
+		require.Equal(t, A{true, A{ReasonGroupsOK}, M{}}, res["allow"])
 		require.Equal(t, A{false, A{}}, res["deny"])
 	})
 	t.Run("by email", func(t *testing.T) {
@@ -68,7 +68,7 @@ allow:
 			},
 			Input{Session: InputSession{ID: "SESSION_ID"}})
 		require.NoError(t, err)
-		require.Equal(t, A{true, A{ReasonGroupsOK}}, res["allow"])
+		require.Equal(t, A{true, A{ReasonGroupsOK}, M{}}, res["allow"])
 		require.Equal(t, A{false, A{}}, res["deny"])
 	})
 	t.Run("by name", func(t *testing.T) {
@@ -94,7 +94,7 @@ allow:
 			},
 			Input{Session: InputSession{ID: "SESSION_ID"}})
 		require.NoError(t, err)
-		require.Equal(t, A{true, A{ReasonGroupsOK}}, res["allow"])
+		require.Equal(t, A{true, A{ReasonGroupsOK}, M{}}, res["allow"])
 		require.Equal(t, A{false, A{}}, res["deny"])
 	})
 }
diff --git a/pkg/policy/criteria/reasons.go b/pkg/policy/criteria/reasons.go
index d4a4452fb..4978ff599 100644
--- a/pkg/policy/criteria/reasons.go
+++ b/pkg/policy/criteria/reasons.go
@@ -11,6 +11,9 @@ const (
 	ReasonClaimOK                              = "claim-ok"
 	ReasonClaimUnauthorized                    = "claim-unauthorized"
 	ReasonCORSRequest                          = "cors-request"
+	ReasonDeviceOK                             = "device-ok"
+	ReasonDeviceUnauthenticated                = "device-unauthenticated"
+	ReasonDeviceUnauthorized                   = "device-unauthorized"
 	ReasonDomainOK                             = "domain-ok"
 	ReasonDomainUnauthorized                   = "domain-unauthorized"
 	ReasonEmailOK                              = "email-ok"
diff --git a/pkg/policy/criteria/reject_test.go b/pkg/policy/criteria/reject_test.go
index 0cf394bc6..82134ba84 100644
--- a/pkg/policy/criteria/reject_test.go
+++ b/pkg/policy/criteria/reject_test.go
@@ -13,6 +13,6 @@ allow:
     - reject: 1
 `, []dataBrokerRecord{}, Input{})
 	require.NoError(t, err)
-	require.Equal(t, A{false, A{ReasonReject}}, res["allow"])
+	require.Equal(t, A{false, A{ReasonReject}, M{}}, res["allow"])
 	require.Equal(t, A{false, A{}}, res["deny"])
 }
diff --git a/pkg/policy/criteria/user_test.go b/pkg/policy/criteria/user_test.go
index d4f66d48d..2710640ad 100644
--- a/pkg/policy/criteria/user_test.go
+++ b/pkg/policy/criteria/user_test.go
@@ -18,7 +18,7 @@ allow:
         is: USER_ID
 `, []dataBrokerRecord{}, Input{Session: InputSession{ID: "SESSION_ID"}})
 		require.NoError(t, err)
-		require.Equal(t, A{false, A{ReasonUserUnauthenticated}}, res["allow"])
+		require.Equal(t, A{false, A{ReasonUserUnauthenticated}, M{}}, res["allow"])
 		require.Equal(t, A{false, A{}}, res["deny"])
 	})
 	t.Run("by user id", func(t *testing.T) {
@@ -36,7 +36,7 @@ allow:
 			},
 			Input{Session: InputSession{ID: "SESSION_ID"}})
 		require.NoError(t, err)
-		require.Equal(t, A{true, A{ReasonUserOK}}, res["allow"])
+		require.Equal(t, A{true, A{ReasonUserOK}, M{}}, res["allow"])
 		require.Equal(t, A{false, A{}}, res["deny"])
 	})
 	t.Run("by impersonate session id", func(t *testing.T) {
@@ -59,7 +59,7 @@ allow:
 			},
 			Input{Session: InputSession{ID: "SESSION1"}})
 		require.NoError(t, err)
-		require.Equal(t, A{true, A{ReasonUserOK}}, res["allow"])
+		require.Equal(t, A{true, A{ReasonUserOK}, M{}}, res["allow"])
 		require.Equal(t, A{false, A{}}, res["deny"])
 	})
 }
diff --git a/pkg/policy/generator/generator.go b/pkg/policy/generator/generator.go
index cf459f5e5..a68f03cfd 100644
--- a/pkg/policy/generator/generator.go
+++ b/pkg/policy/generator/generator.go
@@ -53,6 +53,7 @@ func (g *Generator) Generate(policy *parser.Policy) (*ast.Module, error) {
 	rs.Add(ast.MustParseRule(`default deny = [false, set()]`))
 	rs.Add(rules.InvertCriterionResult())
 	rs.Add(rules.NormalizeCriterionResult())
+	rs.Add(rules.ObjectUnion())
 	rs.Add(rules.MergeWithAnd())
 	rs.Add(rules.MergeWithOr())
 
diff --git a/pkg/policy/generator/generator_test.go b/pkg/policy/generator/generator_test.go
index 4858f17af..d13813d2b 100644
--- a/pkg/policy/generator/generator_test.go
+++ b/pkg/policy/generator/generator_test.go
@@ -178,12 +178,14 @@ deny = v {
 	v := merge_with_or(normalized)
 }
 
-invert_criterion_result(result) = [false, result[1]] {
-	result[0]
+invert_criterion_result(in) = out {
+	in[0]
+	out = array.concat([false], array.slice(in, 1, count(in)))
 }
 
-else = [true, result[1]] {
-	not result[0]
+else = out {
+	not in[0]
+	out = array.concat([true], array.slice(in, 1, count(in)))
 }
 
 normalize_criterion_result(result) = v {
@@ -200,26 +202,39 @@ else = v {
 	v = [false, set()]
 }
 
-merge_with_and(results) = [true, reasons] {
+object_union(xs) = merged {
+	merged = {k: v |
+		some k
+		xs[_][k]
+		vs := [xv | xv := xs[_][k]]
+		v := vs[minus(count(vs), 1)]
+	}
+}
+
+merge_with_and(results) = [true, reasons, additional_data] {
 	true_results := [x | x := results[i]; x[0]]
 	count(true_results) == count(results)
 	reasons := union({x | x := true_results[i][1]})
+	additional_data := object_union({x | x := true_results[i][2]})
 }
 
-else = [false, reasons] {
+else = [false, reasons, additional_data] {
 	false_results := [x | x := results[i]; not x[0]]
 	reasons := union({x | x := false_results[i][1]})
+	additional_data := object_union({x | x := false_results[i][2]})
 }
 
-merge_with_or(results) = [true, reasons] {
+merge_with_or(results) = [true, reasons, additional_data] {
 	true_results := [x | x := results[i]; x[0]]
 	count(true_results) > 0
 	reasons := union({x | x := true_results[i][1]})
+	additional_data := object_union({x | x := true_results[i][2]})
 }
 
-else = [false, reasons] {
+else = [false, reasons, additional_data] {
 	false_results := [x | x := results[i]; not x[0]]
 	reasons := union({x | x := false_results[i][1]})
+	additional_data := object_union({x | x := false_results[i][2]})
 }
 `, string(format.MustAst(mod)))
 }
diff --git a/pkg/policy/parser/json.go b/pkg/policy/parser/json.go
index eb666972d..a2bf964d8 100644
--- a/pkg/policy/parser/json.go
+++ b/pkg/policy/parser/json.go
@@ -5,6 +5,7 @@ import (
 	"errors"
 	"fmt"
 	"io"
+	"math"
 
 	"github.com/open-policy-agent/opa/ast"
 )
@@ -137,6 +138,29 @@ func (o Object) Clone() Value {
 	return no
 }
 
+// Falsy returns true if the value is considered Javascript falsy:
+//   https://developer.mozilla.org/en-US/docs/Glossary/Falsy.
+// If the field is not found in the object it is *not* falsy.
+func (o Object) Falsy(field string) bool {
+	v, ok := o[field]
+	if !ok {
+		return false
+	}
+
+	switch v := v.(type) {
+	case Boolean:
+		return !bool(v)
+	case Number:
+		return v.Float64() == 0 || math.IsNaN(v.Float64())
+	case String:
+		return v == ""
+	case Null:
+		return true
+	default:
+		return false
+	}
+}
+
 // RegoValue returns the Object as a rego Value.
 func (o Object) RegoValue() ast.Value {
 	kvps := make([][2]*ast.Term, 0, len(o))
@@ -158,6 +182,16 @@ func (o Object) String() string {
 	return string(bs)
 }
 
+// Truthy returns the opposite of Falsy, however if the field is not found in the object it is neither truthy nor falsy.
+func (o Object) Truthy(field string) bool {
+	_, ok := o[field]
+	if !ok {
+		return false
+	}
+
+	return !o.Falsy(field)
+}
+
 // An Array is a slice of values.
 type Array []Value
 
@@ -216,6 +250,18 @@ func (n Number) Clone() Value {
 	return n
 }
 
+// Float64 returns the number as a float64.
+func (n Number) Float64() float64 {
+	v, _ := json.Number(n).Float64()
+	return v
+}
+
+// Int64 returns the number as an int64.
+func (n Number) Int64() int64 {
+	v, _ := json.Number(n).Int64()
+	return v
+}
+
 // RegoValue returns the Number as a rego Value.
 func (n Number) RegoValue() ast.Value {
 	return ast.Number(n)
diff --git a/pkg/policy/rules/rules.go b/pkg/policy/rules/rules.go
index 7141ec147..79540b35f 100644
--- a/pkg/policy/rules/rules.go
+++ b/pkg/policy/rules/rules.go
@@ -88,13 +88,15 @@ get_group_ids(session, directory_user) = v {
 // MergeWithAnd merges criterion results using `and`.
 func MergeWithAnd() *ast.Rule {
 	return ast.MustParseRule(`
-merge_with_and(results) = [true, reasons] {
+merge_with_and(results) = [true, reasons, additional_data] {
 	true_results := [x|x:=results[i];x[0]]
 	count(true_results) == count(results)
 	reasons := union({x|x:=true_results[i][1]})
-} else = [false, reasons] {
+	additional_data := object_union({x|x:=true_results[i][2]})
+} else = [false, reasons, additional_data] {
 	false_results := [x|x:=results[i];not x[0]]
 	reasons := union({x|x:=false_results[i][1]})
+	additional_data := object_union({x|x:=false_results[i][2]})
 }
 `)
 }
@@ -102,13 +104,15 @@ merge_with_and(results) = [true, reasons] {
 // MergeWithOr merges criterion results using `or`.
 func MergeWithOr() *ast.Rule {
 	return ast.MustParseRule(`
-merge_with_or(results) = [true, reasons] {
+merge_with_or(results) = [true, reasons, additional_data] {
 	true_results := [x|x:=results[i];x[0]]
 	count(true_results) > 0
 	reasons := union({x|x:=true_results[i][1]})
-} else = [false, reasons] {
+	additional_data := object_union({x|x:=true_results[i][2]})
+} else = [false, reasons, additional_data] {
 	false_results := [x|x:=results[i];not x[0]]
 	reasons := union({x|x:=false_results[i][1]})
+	additional_data := object_union({x|x:=false_results[i][2]})
 }
 `)
 }
@@ -117,10 +121,12 @@ merge_with_or(results) = [true, reasons] {
 // true, or vice-versa.
 func InvertCriterionResult() *ast.Rule {
 	return ast.MustParseRule(`
-invert_criterion_result(result) = [false, result[1]] {
-	result[0]
-} else = [true, result[1]] {
-	not result[0]
+invert_criterion_result(in) = out {
+	in[0]
+	out = array.concat([false], array.slice(in, 1, count(in)))
+} else = out {
+	not in[0]
+	out = array.concat([true], array.slice(in, 1, count(in)))
 }
 `)
 }
@@ -176,3 +182,17 @@ object_get(obj, key, def) = value {
 }
 `)
 }
+
+// ObjectUnion merges objects together. It expects a set of objects.
+func ObjectUnion() *ast.Rule {
+	return ast.MustParseRule(`
+object_union(xs) = merged {
+	merged = { k: v |
+		some k
+		xs[_][k]
+		vs := [ xv | xv := xs[_][k] ]
+		v := vs[count(vs)-1]
+	}
+}
+`)
+}