diff --git a/package-lock.json b/package-lock.json
index 0f1375c1..7793ad0c 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -54,13 +54,13 @@
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+      "resolved": "https://registry.npmjs.org/zod/-/zod-4.3.6.tgz",
+      "integrity": "sha512-rftlrkhHZOcjDwkGlnUtZZkvaPHCsDATp4pGpuOOMDaTdDDXF91wuVDJoWoPsKX/3YPQ5fHuF3STjcYyKr+Qhg==",
       "license": "MIT",
       "funding": {
         "url": "https://github.com/sponsors/colinhacks"
       }
     },
     "node_modules/zod2md": {
-      "version": "0.2.4",
-      "resolved": "https://registry.npmjs.org/zod2md/-/zod2md-0.2.4.tgz",
-      "integrity": "sha512-P+12EKfWquooGSlkZ2RatVX9O8rrF7BvM8vlsrohOgvFM2NeGIS0VZQbkGNGLRI8sp82KTxxWG7H7JhRZhzHFg==",
+      "version": "0.2.5",
+      "resolved": "https://registry.npmjs.org/zod2md/-/zod2md-0.2.5.tgz",
+      "integrity": "sha512-Ru9GVlkgpy3rRY9FIy1UQbyg6K168qtwojzlCwlWtoq4Swt7T5nUe87iJuhssy9m6M8jTpjSKe1I2b+15FMSfg==",
       "dev": true,
       "license": "MIT",
       "dependencies": {
diff --git a/src/refinements/index.ts b/src/refinements/index.ts
index 5d3a3347..6fe63148 100644
--- a/src/refinements/index.ts
+++ b/src/refinements/index.ts
@@ -40,8 +40,8 @@ import {
  * ```
  */
 export function createFirstAliasRefinement() {
-  return (ctx: z.core.ParsePayload<{ aliases?: Aliases; name: string }>): void => {
-    if (ctx.value.aliases && ctx.value.aliases.length > 0) {
+  return (ctx: z.core.ParsePayload<{ aliases?: Aliases; name?: string }>): void => {
+    if (ctx.value.aliases && ctx.value.aliases.length > 0 && ctx.value.name) {
       if (ctx.value.aliases[0] !== ctx.value.name) {
         ctx.issues.push({
           code: 'custom',
@@ -70,8 +70,8 @@ export function createFirstAliasRefinement() {
  * ```
  */
 export function createFirstXMitreAliasRefinement() {
-  return (ctx: z.core.ParsePayload<{ x_mitre_aliases?: string[]; name: string }>): void => {
-    if (ctx.value.x_mitre_aliases && ctx.value.x_mitre_aliases.length > 0) {
+  return (ctx: z.core.ParsePayload<{ x_mitre_aliases?: string[]; name?: string }>): void => {
+    if (ctx.value.x_mitre_aliases && ctx.value.x_mitre_aliases.length > 0 && ctx.value.name) {
       if (ctx.value.x_mitre_aliases[0] !== ctx.value.name) {
         ctx.issues.push({
           code: 'custom',
@@ -102,7 +102,7 @@ export function createFirstXMitreAliasRefinement() {
 export function createCitationsRefinement() {
   return (
     ctx: z.core.ParsePayload<{
-      external_references: ExternalReferences;
+      external_references?: ExternalReferences;
       x_mitre_first_seen_citation?: XMitreFirstSeenCitation;
       x_mitre_last_seen_citation?: XMitreLastSeenCitation;
     }>,
@@ -110,6 +110,10 @@ export function createCitationsRefinement() {
     const { external_references, x_mitre_first_seen_citation, x_mitre_last_seen_citation } =
       ctx.value;
 
+    if (!Array.isArray(external_references)) {
+      return;
+    }
+
     // Helper function to extract citation names from a citation string
     const extractCitationNames = (citations: string): string[] => {
       const matches = citations.match(/\(Citation: ([^)]+)\)/g);
@@ -340,12 +344,13 @@ export function validateXMitreContentsReferences() {
 
     // Validate each reference in x_mitre_contents
     collectionContents.forEach((contentRef: { object_ref: string }, index: number) => {
-      if (!objectIds.has(contentRef.object_ref)) {
+      const ref = contentRef.object_ref as AttackObject['id']; // assert type
+      if (!objectIds.has(ref)) {
         ctx.issues.push({
           code: 'custom',
-          message: `STIX ID "${contentRef.object_ref}" referenced in x_mitre_contents is not present in the bundle's objects array`,
+          message: `STIX ID "${ref}" referenced in x_mitre_contents is not present in the bundle's objects array`,
           path: ['objects', 0, 'x_mitre_contents', index, 'object_ref'],
-          input: contentRef.object_ref,
+          input: ref,
         });
       }
     });
@@ -362,14 +367,19 @@ export function createAttackIdInExternalReferencesRefinement() {
     ctx: z.core.ParsePayload<
       | Technique
       | {
-          external_references: ExternalReferences;
-          x_mitre_is_subtechnique: XMitreIsSubtechnique;
+          external_references?: ExternalReferences;
+          x_mitre_is_subtechnique?: XMitreIsSubtechnique;
         }
     >,
   ): void => {
+    if (ctx.value.external_references === undefined) {
+      return;
+    }
+    if (ctx.value.x_mitre_is_subtechnique === undefined) {
+      return;
+    }
     // Check if external_references exists and has at least one entry
     if (
-      !ctx.value.external_references ||
       !Array.isArray(ctx.value.external_references) ||
       ctx.value.external_references.length === 0
     ) {
@@ -446,7 +456,7 @@ export function createEnterpriseOnlyPropertiesRefinement() {
     ctx: z.core.ParsePayload<
       | Technique
       | {
-          x_mitre_domains: XMitreDomains;
+          x_mitre_domains?: XMitreDomains;
           kill_chain_phases?: KillChainPhase[];
           x_mitre_permissions_required?: XMitrePermissionsRequired;
           x_mitre_effective_permissions?: XMitreEffectivePermissions;
@@ -458,6 +468,9 @@ export function createEnterpriseOnlyPropertiesRefinement() {
         }
     >,
   ): void => {
+    if (!Array.isArray(ctx.value.x_mitre_domains)) {
+      return;
+    }
     // Helper variables for domain checks
     const inEnterpriseDomain = ctx.value.x_mitre_domains.includes(
       attackDomainSchema.enum['enterprise-attack'],
@@ -556,12 +569,15 @@ export function createMobileOnlyPropertiesRefinement() {
     ctx: z.core.ParsePayload<
       | Technique
       | {
-          x_mitre_domains: XMitreDomains;
+          x_mitre_domains?: XMitreDomains;
           x_mitre_tactic_type?: XMitreTacticType;
           x_mitre_data_sources?: XMitreDataSources;
         }
     >,
   ): void => {
+    if (!Array.isArray(ctx.value.x_mitre_domains)) {
+      return;
+    }
     // Helper variables for domain checks
     const inMobileDomain = ctx.value.x_mitre_domains.includes(
       attackDomainSchema.enum['mobile-attack'],
diff --git a/src/schemas/sdo/campaign.schema.ts b/src/schemas/sdo/campaign.schema.ts
index 1ed698ca..14ca54b8 100644
--- a/src/schemas/sdo/campaign.schema.ts
+++ b/src/schemas/sdo/campaign.schema.ts
@@ -83,7 +83,7 @@ export type XMitreLastSeenCitation = z.infer<typeof xMitreLastSeenCitationSchema
 //
 //==============================================================================
 
-export const campaignSchema = attackBaseDomainObjectSchema
+export const extensibleCampaignSchema = attackBaseDomainObjectSchema
   .extend({
     id: createStixIdValidator('campaign'),
 
@@ -121,10 +121,6 @@ export const campaignSchema = attackBaseDomainObjectSchema
     revoked: true, // Optional in STIX but required in ATT&CK
   })
   .strict()
-  .check((ctx) => {
-    createFirstAliasRefinement()(ctx);
-    createCitationsRefinement()(ctx);
-  })
   .meta({
     description: `
 Campaigns represent sets of adversary activities occurring over a specific time period with shared characteristics and objectives.
@@ -133,4 +129,15 @@ objects with additional temporal tracking fields.
     `.trim(),
   });
 
+export const campaignSchema = extensibleCampaignSchema.check((ctx) => {
+  createFirstAliasRefinement()(ctx);
+  createCitationsRefinement()(ctx);
+});
+
+export const campaignPartialSchema = extensibleCampaignSchema.partial().check((ctx) => {
+  createFirstAliasRefinement()(ctx);
+  createCitationsRefinement()(ctx);
+});
+
 export type Campaign = z.infer<typeof campaignSchema>;
+export type CampaignPartial = z.infer<typeof campaignPartialSchema>;
diff --git a/src/schemas/sdo/group.schema.ts b/src/schemas/sdo/group.schema.ts
index bed8a26d..03545bfc 100644
--- a/src/schemas/sdo/group.schema.ts
+++ b/src/schemas/sdo/group.schema.ts
@@ -17,7 +17,7 @@ import {
 } from '../common/property-schemas/index.js';
 
 // Group Schema
-export const groupSchema = attackBaseDomainObjectSchema
+export const extensibleGroupSchema = attackBaseDomainObjectSchema
   .extend({
     id: createStixIdValidator('intrusion-set'),
 
@@ -73,9 +73,6 @@ export const groupSchema = attackBaseDomainObjectSchema
     }),
   })
   .strict()
-  .check((ctx) => {
-    createFirstAliasRefinement()(ctx);
-  })
   .meta({
     description: `
 Groups represent clusters of adversary activity with shared characteristics, tools, tactics, or infrastructure.
@@ -84,4 +81,13 @@ objects and strictly follow the STIX 2.1 specification without additional custom
     `.trim(),
   });
 
+export const groupSchema = extensibleGroupSchema.check((ctx) => {
+  createFirstAliasRefinement()(ctx);
+});
+
+export const groupPartialSchema = extensibleGroupSchema.partial().check((ctx) => {
+  createFirstAliasRefinement()(ctx);
+});
+
 export type Group = z.infer<typeof groupSchema>;
+export type GroupPartial = z.infer<typeof groupPartialSchema>;
diff --git a/src/schemas/sdo/index.ts b/src/schemas/sdo/index.ts
index 31d171c2..9efece9e 100644
--- a/src/schemas/sdo/index.ts
+++ b/src/schemas/sdo/index.ts
@@ -13,9 +13,11 @@ export {
 
 export {
   campaignSchema,
+  campaignPartialSchema,
   xMitreFirstSeenCitationSchema,
   xMitreLastSeenCitationSchema,
   type Campaign,
+  type CampaignPartial,
   type XMitreFirstSeenCitation,
   type XMitreLastSeenCitation,
 } from './campaign.schema.js';
@@ -38,7 +40,7 @@ export {
 
 export { detectionStrategySchema, type DetectionStrategy } from './detection-strategy.schema.js';
 
-export { groupSchema, type Group } from './group.schema.js';
+export { groupSchema, groupPartialSchema, type Group, type GroupPartial } from './group.schema.js';
 
 export { identitySchema, type Identity } from './identity.schema.js';
 
@@ -49,7 +51,14 @@ export {
   type XMitreCollectionLayers,
 } from './data-source.schema.js';
 
-export { stixArtifactType, stixFileType, malwareSchema, type Malware } from './malware.schema.js';
+export {
+  stixArtifactType,
+  stixFileType,
+  malwareSchema,
+  malwarePartialSchema,
+  type Malware,
+  type MalwarePartial,
+} from './malware.schema.js';
 
 export {
   matrixSchema,
@@ -71,6 +80,7 @@ export {
 
 export {
   techniqueSchema,
+  techniquePartialSchema,
   xMitreDataSourceSchema,
   xMitreDataSourcesSchema,
   xMitreDefenseBypassesSchema,
@@ -98,7 +108,7 @@ export {
   type XMitreTacticType,
 } from './technique.schema.js';
 
-export { toolSchema, type Tool } from './tool.schema.js';
+export { toolSchema, toolPartialSchema, type Tool, type ToolPartial } from './tool.schema.js';
 
 export {
   attackObjectsSchema,
diff --git a/src/schemas/sdo/malware.schema.ts b/src/schemas/sdo/malware.schema.ts
index 601b93e6..59892954 100644
--- a/src/schemas/sdo/malware.schema.ts
+++ b/src/schemas/sdo/malware.schema.ts
@@ -46,7 +46,7 @@ export const stixArtifactType = createStixIdValidator('artifact').meta({
 //
 //==============================================================================
 
-export const malwareSchema = attackBaseDomainObjectSchema
+export const extensibleMalwareSchema = attackBaseDomainObjectSchema
   .extend({
     id: createStixIdValidator('malware').meta({
       description: 'The unique identifier for this Malware object.',
@@ -243,10 +243,17 @@ export const malwareSchema = attackBaseDomainObjectSchema
         examples: [],
       }),
   })
-  .strict()
-  .check((ctx) => {
-    createFirstAliasRefinement()(ctx);
-    createFirstXMitreAliasRefinement()(ctx);
-  });
+  .strict();
+
+export const malwareSchema = extensibleMalwareSchema.check((ctx) => {
+  createFirstAliasRefinement()(ctx);
+  createFirstXMitreAliasRefinement()(ctx);
+});
+
+export const malwarePartialSchema = extensibleMalwareSchema.partial().check((ctx) => {
+  createFirstAliasRefinement()(ctx);
+  createFirstXMitreAliasRefinement()(ctx);
+});
 
 export type Malware = z.infer<typeof malwareSchema>;
+export type MalwarePartial = z.infer<typeof malwarePartialSchema>;
diff --git a/src/schemas/sdo/software.schema.ts b/src/schemas/sdo/software.schema.ts
index 15ae56b1..cf40dfef 100644
--- a/src/schemas/sdo/software.schema.ts
+++ b/src/schemas/sdo/software.schema.ts
@@ -1,6 +1,6 @@
 import { z } from 'zod/v4';
-import { malwareSchema } from './malware.schema.js';
-import { toolSchema } from './tool.schema.js';
+import { malwarePartialSchema, malwareSchema } from './malware.schema.js';
+import { toolPartialSchema, toolSchema } from './tool.schema.js';
 
 //==============================================================================
 //
@@ -8,9 +8,11 @@ import { toolSchema } from './tool.schema.js';
 //
 //==============================================================================
 
-export const softwareSchema = z.union([malwareSchema, toolSchema]).meta({
-  description:
-    'Software represents tools and malicious code used by adversaries to accomplish their objectives. ATT&CK models software using two STIX object types: [malware](http://docs.oasis-open.org/cti/stix/v2.0/csprd01/part2-stix-objects/stix-v2.0-csprd01-part2-stix-objects.html#_Toc476230945) and [tool](http://docs.oasis-open.org/cti/stix/v2.0/csprd01/part2-stix-objects/stix-v2.0-csprd01-part2-stix-objects.html#_Toc476230961).',
-});
+export const softwareSchema = z
+  .union([malwareSchema, toolSchema, malwarePartialSchema, toolPartialSchema])
+  .meta({
+    description:
+      'Software represents tools and malicious code used by adversaries to accomplish their objectives. ATT&CK models software using two STIX object types: [malware](http://docs.oasis-open.org/cti/stix/v2.0/csprd01/part2-stix-objects/stix-v2.0-csprd01-part2-stix-objects.html#_Toc476230945) and [tool](http://docs.oasis-open.org/cti/stix/v2.0/csprd01/part2-stix-objects/stix-v2.0-csprd01-part2-stix-objects.html#_Toc476230961).',
+  });
 
 export type Software = z.infer<typeof softwareSchema>;
diff --git a/src/schemas/sdo/technique.schema.ts b/src/schemas/sdo/technique.schema.ts
index 2ff9f175..c5ee6674 100644
--- a/src/schemas/sdo/technique.schema.ts
+++ b/src/schemas/sdo/technique.schema.ts
@@ -328,7 +328,7 @@ export type XMitreDetection = z.infer<typeof xMitreDetectionSchema>;
 //
 //==============================================================================
 
-export const techniqueSchema = attackBaseDomainObjectSchema
+export const extensibleTechniqueSchema = attackBaseDomainObjectSchema
   .extend({
     id: createStixIdValidator('attack-pattern'),
 
@@ -375,11 +375,6 @@ export const techniqueSchema = attackBaseDomainObjectSchema
     x_mitre_modified_by_ref: xMitreModifiedByRefSchema.optional(),
   })
   .strict()
-  .check((ctx) => {
-    createAttackIdInExternalReferencesRefinement()(ctx);
-    createEnterpriseOnlyPropertiesRefinement()(ctx);
-    createMobileOnlyPropertiesRefinement()(ctx);
-  })
   .meta({
     description: `
 Techniques describe specific methods adversaries use to achieve tactical objectives and are represented as
@@ -405,4 +400,19 @@ They are represented as \`attack-pattern\` objects with the same structure as te
 - **Platform constraints:** Sub-techniques must use a subset of their parent technique's platforms
     `.trim(),
   });
+
+export const techniqueSchema = extensibleTechniqueSchema.check((ctx) => {
+  createAttackIdInExternalReferencesRefinement()(ctx);
+  createEnterpriseOnlyPropertiesRefinement()(ctx);
+  createMobileOnlyPropertiesRefinement()(ctx);
+});
+
+export const techniquePartialSchema = extensibleTechniqueSchema.partial().check((ctx) => {
+  // refinements must tolerate missing fields
+  createAttackIdInExternalReferencesRefinement()(ctx);
+  createEnterpriseOnlyPropertiesRefinement()(ctx);
+  createMobileOnlyPropertiesRefinement()(ctx);
+});
+
 export type Technique = z.infer<typeof techniqueSchema>;
+export type TechniquePartial = z.infer<typeof techniquePartialSchema>;
diff --git a/src/schemas/sdo/tool.schema.ts b/src/schemas/sdo/tool.schema.ts
index b2abb57b..25097b09 100644
--- a/src/schemas/sdo/tool.schema.ts
+++ b/src/schemas/sdo/tool.schema.ts
@@ -28,7 +28,7 @@ import {
 //
 //==============================================================================
 
-export const toolSchema = attackBaseDomainObjectSchema
+export const extensibleToolSchema = attackBaseDomainObjectSchema
   .extend({
     id: createStixIdValidator('tool').meta({
       description: 'The unique identifier for this Tool object.',
@@ -87,10 +87,17 @@ export const toolSchema = attackBaseDomainObjectSchema
 
     x_mitre_old_attack_id: createOldMitreAttackIdSchema('tool').optional(),
   })
-  .strict()
-  .check((ctx) => {
-    createFirstXMitreAliasRefinement()(ctx);
-    createFirstAliasRefinement()(ctx);
-  });
+  .strict();
+
+export const toolSchema = extensibleToolSchema.check((ctx) => {
+  createFirstXMitreAliasRefinement()(ctx);
+  createFirstAliasRefinement()(ctx);
+});
+
+export const toolPartialSchema = extensibleToolSchema.partial().check((ctx) => {
+  createFirstXMitreAliasRefinement()(ctx);
+  createFirstAliasRefinement()(ctx);
+});
 
 export type Tool = z.infer<typeof toolSchema>;
+export type ToolPartial = z.infer<typeof toolPartialSchema>;
diff --git a/src/schemas/sro/relationship.schema.ts b/src/schemas/sro/relationship.schema.ts
index 66438a6a..3077617d 100644
--- a/src/schemas/sro/relationship.schema.ts
+++ b/src/schemas/sro/relationship.schema.ts
@@ -256,7 +256,7 @@ export const invalidRelationships: RelationshipCombination[] = allRelationships.
 export function createRelationshipValidationRefinement() {
   return (
     ctx: z.core.ParsePayload<
-      | Relationship
+      | Partial<Relationship>
       | {
           relationship_type: RelationshipType;
           source_ref: StixIdentifier;
@@ -264,6 +264,10 @@ export function createRelationshipValidationRefinement() {
         }
     >,
   ): void => {
+    // Partial-safe: cannot validate without all required fields
+    if (!ctx.value.relationship_type || !ctx.value.source_ref || !ctx.value.target_ref) {
+      return;
+    }
     const [sourceType] = ctx.value.source_ref.split('--') as [StixType];
     const [targetType] = ctx.value.target_ref.split('--') as [StixType];
 
@@ -284,7 +288,7 @@ export function createRelationshipValidationRefinement() {
 //
 //==============================================================================
 
-export const relationshipSchema = attackBaseRelationshipObjectSchema
+export const extensibleRelationshipSchema = attackBaseRelationshipObjectSchema
   .extend({
     id: createStixIdValidator('relationship'),
 
@@ -304,11 +308,33 @@ export const relationshipSchema = attackBaseRelationshipObjectSchema
     name: true,
     x_mitre_version: true,
   })
-  .strict()
+  .strict();
+
+export const relationshipSchema = extensibleRelationshipSchema
+  .check((ctx) => {
+    createRelationshipValidationRefinement()(ctx);
+  })
+  .check((ctx) => {
+    // Check for deprecated pattern
+    const [sourceType] = ctx.value.source_ref.split('--') as [StixType];
+    if (
+      sourceType === 'x-mitre-data-component' &&
+      ctx.value.relationship_type === 'detects' &&
+      ctx.value.target_ref.startsWith('attack-pattern--')
+    ) {
+      console.warn(
+        'DEPRECATION WARNING: x-mitre-data-component -> detects -> attack-pattern relationships are deprecated',
+      );
+    }
+  });
+
+export const relationshipPartialSchema = extensibleRelationshipSchema
+  .partial()
   .check((ctx) => {
     createRelationshipValidationRefinement()(ctx);
   })
   .check((ctx) => {
+    if (!ctx.value.source_ref || !ctx.value.target_ref || !ctx.value.relationship_type) return;
     // Check for deprecated pattern
     const [sourceType] = ctx.value.source_ref.split('--') as [StixType];
     if (
@@ -323,3 +349,4 @@ export const relationshipSchema = attackBaseRelationshipObjectSchema
   });
 
 export type Relationship = z.infer<typeof relationshipSchema>;
+export type RelationshipPartial = z.infer<typeof relationshipPartialSchema>;