diff --git a/.env.example b/.env.example
index 48f9ac8..76f5302 100644
--- a/.env.example
+++ b/.env.example
@@ -27,7 +27,7 @@ DB_DATABASE=innovatieplatform
 DB_USERNAME=innovatie
 DB_PASSWORD=secret
 
-SESSION_DRIVER=database
+SESSION_DRIVER=redis
 SESSION_LIFETIME=120
 SESSION_ENCRYPT=false
 SESSION_PATH=/
@@ -35,9 +35,9 @@ SESSION_DOMAIN=null
 
 BROADCAST_CONNECTION=log
 FILESYSTEM_DISK=local
-QUEUE_CONNECTION=database
+QUEUE_CONNECTION=redis
 
-CACHE_STORE=database
+CACHE_STORE=redis
 # CACHE_PREFIX=
 
 MEMCACHED_HOST=127.0.0.1
diff --git a/ai-service/app/__pycache__/__init__.cpython-312.pyc b/ai-service/app/__pycache__/__init__.cpython-312.pyc
new file mode 100644
index 0000000..c297219
Binary files /dev/null and b/ai-service/app/__pycache__/__init__.cpython-312.pyc differ
diff --git a/ai-service/app/__pycache__/main.cpython-312.pyc b/ai-service/app/__pycache__/main.cpython-312.pyc
new file mode 100644
index 0000000..6ba6539
Binary files /dev/null and b/ai-service/app/__pycache__/main.cpython-312.pyc differ
diff --git a/app/Models/Actie.php b/app/Models/Actie.php
index 93470fe..904692e 100644
--- a/app/Models/Actie.php
+++ b/app/Models/Actie.php
@@ -9,6 +9,8 @@ use Illuminate\Database\Eloquent\Relations\BelongsTo;
 
 class Actie extends Model
 {
+    protected $table = 'acties';
+
     protected $fillable = [
         'commitment_id',
         'beschrijving',
diff --git a/app/Models/Afhankelijkheid.php b/app/Models/Afhankelijkheid.php
index 7c3cb52..e9b3e9c 100644
--- a/app/Models/Afhankelijkheid.php
+++ b/app/Models/Afhankelijkheid.php
@@ -7,6 +7,8 @@ use Illuminate\Database\Eloquent\Relations\BelongsTo;
 
 class Afhankelijkheid extends Model
 {
+    protected $table = 'afhankelijkheden';
+
     protected $fillable = [
         'project_id',
         'afhankelijk_van_project_id',
diff --git a/app/Models/AuditLog.php b/app/Models/AuditLog.php
index 761ce8c..61174b1 100644
--- a/app/Models/AuditLog.php
+++ b/app/Models/AuditLog.php
@@ -7,6 +7,8 @@ use Illuminate\Database\Eloquent\Relations\BelongsTo;
 
 class AuditLog extends Model
 {
+    protected $table = 'audit_logs';
+
     // Append-only: no updated_at
     const UPDATED_AT = null;
 
diff --git a/app/Models/Budget.php b/app/Models/Budget.php
index 37aeb85..0e4dc81 100644
--- a/app/Models/Budget.php
+++ b/app/Models/Budget.php
@@ -9,6 +9,8 @@ use Illuminate\Database\Eloquent\Relations\HasMany;
 
 class Budget extends Model
 {
+    protected $table = 'budgets';
+
     protected $fillable = [
         'project_id',
         'bedrag',
diff --git a/app/Models/Commitment.php b/app/Models/Commitment.php
index 5bbab6f..e93ec9e 100644
--- a/app/Models/Commitment.php
+++ b/app/Models/Commitment.php
@@ -9,6 +9,8 @@ use Illuminate\Database\Eloquent\Relations\HasMany;
 
 class Commitment extends Model
 {
+    protected $table = 'commitments';
+
     protected $fillable = [
         'project_id',
         'besluit_id',
diff --git a/app/Models/Document.php b/app/Models/Document.php
index b449e13..eb3f40e 100644
--- a/app/Models/Document.php
+++ b/app/Models/Document.php
@@ -11,6 +11,8 @@ class Document extends Model
 {
     use SoftDeletes;
 
+    protected $table = 'documents';
+
     protected $fillable = [
         'project_id',
         'fase_id',
@@ -46,6 +48,6 @@ class Document extends Model
 
     public function tags(): BelongsToMany
     {
-        return $this->belongsToMany(Tag::class);
+        return $this->belongsToMany(Tag::class, 'document_tag');
     }
 }
diff --git a/app/Models/Fase.php b/app/Models/Fase.php
index dd1fe09..6aba929 100644
--- a/app/Models/Fase.php
+++ b/app/Models/Fase.php
@@ -10,6 +10,7 @@ use Illuminate\Database\Eloquent\Relations\HasMany;
 
 class Fase extends Model
 {
+    protected $table = 'fases';
     protected $fillable = [
         'project_id',
         'type',
diff --git a/app/Models/Project.php b/app/Models/Project.php
index be7edc1..8ea8c07 100644
--- a/app/Models/Project.php
+++ b/app/Models/Project.php
@@ -15,6 +15,8 @@ class Project extends Model
 {
     use SoftDeletes;
 
+    protected $table = 'projects';
+
     protected $fillable = [
         'speerpunt_id',
         'naam',
@@ -48,7 +50,7 @@ class Project extends Model
 
     public function teamleden(): BelongsToMany
     {
-        return $this->belongsToMany(User::class)
+        return $this->belongsToMany(User::class, 'project_user')
             ->withPivot('rol')
             ->withTimestamps()
             ->using(ProjectUser::class);
diff --git a/app/Models/Risico.php b/app/Models/Risico.php
index a722671..121f51f 100644
--- a/app/Models/Risico.php
+++ b/app/Models/Risico.php
@@ -8,6 +8,8 @@ use Illuminate\Database\Eloquent\Relations\BelongsTo;
 
 class Risico extends Model
 {
+    protected $table = 'risicos';
+
     protected $fillable = [
         'project_id',
         'beschrijving',
diff --git a/app/Models/RoadmapItem.php b/app/Models/RoadmapItem.php
index 91195dc..43449dd 100644
--- a/app/Models/RoadmapItem.php
+++ b/app/Models/RoadmapItem.php
@@ -7,6 +7,8 @@ use Illuminate\Database\Eloquent\Relations\BelongsTo;
 
 class RoadmapItem extends Model
 {
+    protected $table = 'roadmap_items';
+
     protected $fillable = [
         'thema_id',
         'titel',
diff --git a/app/Models/Role.php b/app/Models/Role.php
index b64f45d..7929837 100644
--- a/app/Models/Role.php
+++ b/app/Models/Role.php
@@ -7,6 +7,8 @@ use Illuminate\Database\Eloquent\Relations\BelongsToMany;
 
 class Role extends Model
 {
+    protected $table = 'roles';
+
     protected $fillable = [
         'naam',
         'beschrijving',
@@ -22,6 +24,6 @@ class Role extends Model
 
     public function users(): BelongsToMany
     {
-        return $this->belongsToMany(User::class);
+        return $this->belongsToMany(User::class, 'role_user');
     }
 }
diff --git a/app/Models/Speerpunt.php b/app/Models/Speerpunt.php
index 910c758..cd33239 100644
--- a/app/Models/Speerpunt.php
+++ b/app/Models/Speerpunt.php
@@ -12,6 +12,8 @@ class Speerpunt extends Model
 {
     use SoftDeletes;
 
+    protected $table = 'speerpunten';
+
     protected $fillable = [
         'thema_id',
         'naam',
diff --git a/app/Models/Tag.php b/app/Models/Tag.php
index 2858484..e6c0b40 100644
--- a/app/Models/Tag.php
+++ b/app/Models/Tag.php
@@ -7,6 +7,8 @@ use Illuminate\Database\Eloquent\Relations\BelongsToMany;
 
 class Tag extends Model
 {
+    protected $table = 'tags';
+
     protected $fillable = [
         'naam',
         'categorie',
@@ -14,7 +16,7 @@ class Tag extends Model
 
     public function documents(): BelongsToMany
     {
-        return $this->belongsToMany(Document::class);
+        return $this->belongsToMany(Document::class, 'document_tag');
     }
 
     public function kennisArtikelen(): BelongsToMany
diff --git a/app/Models/Thema.php b/app/Models/Thema.php
index e6fb499..360ac34 100644
--- a/app/Models/Thema.php
+++ b/app/Models/Thema.php
@@ -11,6 +11,8 @@ class Thema extends Model
 {
     use SoftDeletes;
 
+    protected $table = 'themas';
+
     protected $fillable = [
         'naam',
         'beschrijving',
diff --git a/app/Models/User.php b/app/Models/User.php
index 5501fe8..c7ecefc 100644
--- a/app/Models/User.php
+++ b/app/Models/User.php
@@ -16,6 +16,8 @@ class User extends Authenticatable
     /** @use HasFactory<UserFactory> */
     use HasApiTokens, HasFactory, Notifiable;
 
+    protected $table = 'users';
+
     protected $fillable = [
         'name',
         'email',
@@ -41,12 +43,12 @@ class User extends Authenticatable
 
     public function roles(): BelongsToMany
     {
-        return $this->belongsToMany(Role::class);
+        return $this->belongsToMany(Role::class, 'role_user');
     }
 
     public function projects(): BelongsToMany
     {
-        return $this->belongsToMany(Project::class)
+        return $this->belongsToMany(Project::class, 'project_user')
             ->withPivot('rol')
             ->withTimestamps()
             ->using(ProjectUser::class);
diff --git a/database/seeders/DatabaseSeeder.php b/database/seeders/DatabaseSeeder.php
index c2c23e7..61627d7 100644
--- a/database/seeders/DatabaseSeeder.php
+++ b/database/seeders/DatabaseSeeder.php
@@ -491,7 +491,7 @@ class DatabaseSeeder extends Seeder
             'afhankelijk_van_project_id' => $p1->id,
             'type' => 'data',
             'beschrijving' => 'Het AI-model heeft real-time sensordata nodig uit het LoRaWAN netwerk als input feature.',
-            'status' => 'actief',
+            'status' => 'open',
         ]);
 
         // Digitale Tweeling is afhankelijk van AI Waterstandsmodel
@@ -500,7 +500,7 @@ class DatabaseSeeder extends Seeder
             'afhankelijk_van_project_id' => $p8->id,
             'type' => 'technisch',
             'beschrijving' => 'De digitale tweeling integreert de voorspellingsmodule van het AI waterstandsmodel.',
-            'status' => 'actief',
+            'status' => 'open',
         ]);
 
         // Predictieve Gemaalbesturing is afhankelijk van AI Waterstandsmodel
@@ -509,7 +509,7 @@ class DatabaseSeeder extends Seeder
             'afhankelijk_van_project_id' => $p8->id,
             'type' => 'technisch',
             'beschrijving' => 'De predictieve besturing gebruikt de 48-uurs waterstandsvoorspellingen als stuurinput.',
-            'status' => 'actief',
+            'status' => 'open',
         ]);
 
         // Remote Monitoring Waterkeringen is afhankelijk van LoRaWAN Sensornetwerk
@@ -518,7 +518,7 @@ class DatabaseSeeder extends Seeder
             'afhankelijk_van_project_id' => $p1->id,
             'type' => 'infrastructuur',
             'beschrijving' => 'Het monitoring-project maakt gebruik van de LoRaWAN-infrastructuur voor datatransport.',
-            'status' => 'gepland',
+            'status' => 'open',
         ]);
     }