diff --git a/alembic.ini b/alembic.ini
new file mode 100644
index 0000000..b917f54
--- /dev/null
+++ b/alembic.ini
@@ -0,0 +1,147 @@
+# A generic, single database configuration.
+
+[alembic]
+# path to migration scripts.
+# this is typically a path given in POSIX (e.g. forward slashes)
+# format, relative to the token %(here)s which refers to the location of this
+# ini file
+script_location = %(here)s/alembic
+
+# template used to generate migration file names; The default value is %%(rev)s_%%(slug)s
+# Uncomment the line below if you want the files to be prepended with date and time
+# see https://alembic.sqlalchemy.org/en/latest/tutorial.html#editing-the-ini-file
+# for all available tokens
+file_template = %%(year)d_%%(month).2d_%%(day).2d_%%(hour).2d%%(minute).2d-%%(rev)s_%%(slug)s
+
+# sys.path path, will be prepended to sys.path if present.
+# defaults to the current working directory.  for multiple paths, the path separator
+# is defined by "path_separator" below.
+prepend_sys_path = .
+
+
+# timezone to use when rendering the date within the migration file
+# as well as the filename.
+# If specified, requires the python>=3.9 or backports.zoneinfo library and tzdata library.
+# Any required deps can installed by adding `alembic[tz]` to the pip requirements
+# string value is passed to ZoneInfo()
+# leave blank for localtime
+# timezone =
+
+# max length of characters to apply to the "slug" field
+# truncate_slug_length = 40
+
+# set to 'true' to run the environment during
+# the 'revision' command, regardless of autogenerate
+# revision_environment = false
+
+# set to 'true' to allow .pyc and .pyo files without
+# a source .py file to be detected as revisions in the
+# versions/ directory
+# sourceless = false
+
+# version location specification; This defaults
+# to <script_location>/versions.  When using multiple version
+# directories, initial revisions must be specified with --version-path.
+# The path separator used here should be the separator specified by "path_separator"
+# below.
+# version_locations = %(here)s/bar:%(here)s/bat:%(here)s/alembic/versions
+
+# path_separator; This indicates what character is used to split lists of file
+# paths, including version_locations and prepend_sys_path within configparser
+# files such as alembic.ini.
+# The default rendered in new alembic.ini files is "os", which uses os.pathsep
+# to provide os-dependent path splitting.
+#
+# Note that in order to support legacy alembic.ini files, this default does NOT
+# take place if path_separator is not present in alembic.ini.  If this
+# option is omitted entirely, fallback logic is as follows:
+#
+# 1. Parsing of the version_locations option falls back to using the legacy
+#    "version_path_separator" key, which if absent then falls back to the legacy
+#    behavior of splitting on spaces and/or commas.
+# 2. Parsing of the prepend_sys_path option falls back to the legacy
+#    behavior of splitting on spaces, commas, or colons.
+#
+# Valid values for path_separator are:
+#
+# path_separator = :
+# path_separator = ;
+# path_separator = space
+# path_separator = newline
+#
+# Use os.pathsep. Default configuration used for new projects.
+path_separator = os
+
+# set to 'true' to search source files recursively
+# in each "version_locations" directory
+# new in Alembic version 1.10
+# recursive_version_locations = false
+
+# the output encoding used when revision files
+# are written from script.py.mako
+# output_encoding = utf-8
+
+# database URL.  This is consumed by the user-maintained env.py script only.
+# other means of configuring database URLs may be customized within the env.py
+# file.
+# sqlalchemy.url = driver://user:pass@localhost/dbname
+
+
+[post_write_hooks]
+# post_write_hooks defines scripts or Python functions that are run
+# on newly generated revision scripts.  See the documentation for further
+# detail and examples
+
+# format using "black" - use the console_scripts runner, against the "black" entrypoint
+# hooks = black
+# black.type = console_scripts
+# black.entrypoint = black
+# black.options = -l 79 REVISION_SCRIPT_FILENAME
+
+# lint with attempts to fix using "ruff" - use the module runner, against the "ruff" module
+# hooks = ruff
+# ruff.type = module
+# ruff.module = ruff
+# ruff.options = check --fix REVISION_SCRIPT_FILENAME
+
+# Alternatively, use the exec runner to execute a binary found on your PATH
+# hooks = ruff
+# ruff.type = exec
+# ruff.executable = ruff
+# ruff.options = check --fix REVISION_SCRIPT_FILENAME
+
+# Logging configuration.  This is also consumed by the user-maintained
+# env.py script only.
+[loggers]
+keys = root,sqlalchemy,alembic
+
+[handlers]
+keys = console
+
+[formatters]
+keys = generic
+
+[logger_root]
+level = WARNING
+handlers = console
+qualname =
+
+[logger_sqlalchemy]
+level = WARNING
+handlers =
+qualname = sqlalchemy.engine
+
+[logger_alembic]
+level = INFO
+handlers =
+qualname = alembic
+
+[handler_console]
+class = StreamHandler
+args = (sys.stderr,)
+level = NOTSET
+formatter = generic
+
+[formatter_generic]
+format = %(levelname)-5.5s [%(name)s] %(message)s
+datefmt = %H:%M:%S
diff --git a/alembic/README b/alembic/README
new file mode 100644
index 0000000..98e4f9c
--- /dev/null
+++ b/alembic/README
@@ -0,0 +1 @@
+Generic single-database configuration.
\ No newline at end of file
diff --git a/alembic/env.py b/alembic/env.py
new file mode 100644
index 0000000..cd1180d
--- /dev/null
+++ b/alembic/env.py
@@ -0,0 +1,84 @@
+from logging.config import fileConfig
+
+from sqlalchemy import engine_from_config
+from sqlalchemy import pool
+
+from alembic import context 
+from src import database as schema
+
+# this is the Alembic Config object, which provides
+# access to the values within the .ini file in use.
+config = context.config
+
+# Interpret the config file for Python logging.
+# This line sets up loggers basically.
+if config.config_file_name is not None:
+    fileConfig(config.config_file_name)
+
+# add your model's MetaData object here
+# for 'autogenerate' support
+# from myapp import mymodel
+# target_metadata = mymodel.Base.metadata
+target_metadata = schema.Base.metadata
+
+# other values from the config, defined by the needs of env.py,
+# can be acquired:
+# my_important_option = config.get_main_option("my_important_option")
+# ... etc.
+
+
+def run_migrations_offline() -> None:
+    """Run migrations in 'offline' mode.
+
+    This configures the context with just a URL
+    and not an Engine, though an Engine is acceptable
+    here as well.  By skipping the Engine creation
+    we don't even need a DBAPI to be available.
+
+    Calls to context.execute() here emit the given string to the
+    script output.
+
+    """
+    from src.config import settings
+    url = settings.DATABASE_URL
+
+    context.configure(
+        url=url,
+        target_metadata=target_metadata,
+        literal_binds=True,
+        dialect_opts={"paramstyle": "named"},
+        render_as_batch=True,
+    )
+
+    with context.begin_transaction():
+        context.run_migrations()
+
+
+def run_migrations_online() -> None:
+    """Run migrations in 'online' mode.
+
+    In this scenario we need to create an Engine
+    and associate a connection with the context.
+
+    """
+    from sqlalchemy import create_engine
+    from src.config import settings
+    
+    url = settings.DATABASE_URL
+    connectable = create_engine(url)
+    
+    with connectable.connect() as connection:
+        context.configure(
+            connection=connection,
+            target_metadata=target_metadata,
+            render_as_batch=True,
+        )
+
+        with context.begin_transaction():
+            context.run_migrations()
+
+
+if context.is_offline_mode():
+    run_migrations_offline()
+else:
+    run_migrations_online()
diff --git a/alembic/script.py.mako b/alembic/script.py.mako
new file mode 100644
index 0000000..1101630
--- /dev/null
+++ b/alembic/script.py.mako
@@ -0,0 +1,28 @@
+"""${message}
+
+Revision ID: ${up_revision}
+Revises: ${down_revision | comma,n}
+Create Date: ${create_date}
+
+"""
+from typing import Sequence, Union
+
+from alembic import op
+import sqlalchemy as sa
+${imports if imports else ""}
+
+# revision identifiers, used by Alembic.
+revision: str = ${repr(up_revision)}
+down_revision: Union[str, Sequence[str], None] = ${repr(down_revision)}
+branch_labels: Union[str, Sequence[str], None] = ${repr(branch_labels)}
+depends_on: Union[str, Sequence[str], None] = ${repr(depends_on)}
+
+
+def upgrade() -> None:
+    """Upgrade schema."""
+    ${upgrades if upgrades else "pass"}
+
+
+def downgrade() -> None:
+    """Downgrade schema."""
+    ${downgrades if downgrades else "pass"}
diff --git a/alembic/versions/2025_08_06_1933-c509dcf806d4_add_drug_table.py b/alembic/versions/2025_08_06_1933-c509dcf806d4_add_drug_table.py
new file mode 100644
index 0000000..7d33a84
--- /dev/null
+++ b/alembic/versions/2025_08_06_1933-c509dcf806d4_add_drug_table.py
@@ -0,0 +1,48 @@
+"""add drug table
+
+Revision ID: c509dcf806d4
+Revises: 
+Create Date: 2025-08-06 19:33:52.814812
+
+"""
+from typing import Sequence, Union
+
+from alembic import op
+import sqlalchemy as sa
+
+
+# revision identifiers, used by Alembic.
+revision: str = 'c509dcf806d4'
+down_revision: Union[str, Sequence[str], None] = None
+branch_labels: Union[str, Sequence[str], None] = None
+depends_on: Union[str, Sequence[str], None] = None
+
+
+def upgrade() -> None:
+    """Upgrade schema."""
+    # ### commands auto generated by Alembic - please adjust! ###
+    op.create_table('drugs',
+    sa.Column('id', sa.BigInteger(), nullable=False),
+    sa.Column('name', sa.String(), nullable=False),
+    sa.Column('dosage', sa.Float(), nullable=False),
+    sa.Column('dosage_unit', sa.String(), nullable=False),
+    sa.Column('unit_price', sa.Float(), nullable=False),
+    sa.Column('description', sa.Text(), nullable=True),
+    sa.PrimaryKeyConstraint('id')
+    )
+    with op.batch_alter_table('drugs', schema=None) as batch_op:
+        batch_op.create_index(batch_op.f('ix_drugs_id'), ['id'], unique=False)
+        batch_op.create_index(batch_op.f('ix_drugs_name'), ['name'], unique=False)
+
+    # ### end Alembic commands ###
+
+
+def downgrade() -> None:
+    """Downgrade schema."""
+    # ### commands auto generated by Alembic - please adjust! ###
+    with op.batch_alter_table('drugs', schema=None) as batch_op:
+        batch_op.drop_index(batch_op.f('ix_drugs_name'))
+        batch_op.drop_index(batch_op.f('ix_drugs_id'))
+
+    op.drop_table('drugs')
+    # ### end Alembic commands ###
diff --git a/compose.yaml b/compose.yaml
index 3c581a8..e3c9da8 100644
--- a/compose.yaml
+++ b/compose.yaml
@@ -8,9 +8,15 @@ services:
       - "${PUBLIC_API_PORT:-7311}:8000"
     volumes:
       - ./src:/app/src
+      - ./alembic/versions:/app/alembic/versions
     depends_on:
       - redis
-
+      - db
+    networks:
+      - ai-network
+    links:
+      - db
+      - redis
 
   redis:
     image: redis:7-alpine
@@ -18,6 +24,29 @@ services:
       - redis_data:/data
     command: redis-server --appendonly yes
     restart: unless-stopped
+    networks:
+      - ai-network
+
+  db:
+      image: postgres:17
+      env_file:
+        - .env
+      environment:
+        POSTGRES_USER: ${POSTGRES_USER}
+        POSTGRES_PASSWORD: ${POSTGRES_PASSWORD}
+        POSTGRES_DB: ${POSTGRES_DB}
+      ports:
+        - "${PUBLIC_POSTGRES_PORT:-5434}:5432"
+      volumes:
+        - postgres_data:/var/lib/postgresql/data
+      networks:
+      - ai-network
+
 
 volumes:
   redis_data:
+  postgres_data:
+
+networks:
+  ai-network:
+    driver: bridge 
diff --git a/pyproject.toml b/pyproject.toml
index 42639b8..1ae8625 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -14,6 +14,14 @@ dependencies = [
     "lxml>=4.9.0",
     "requests>=2.31.0",
     "redis>=6.2.0",
+    "pip>=25.2",
+    "openpyxl>=3.1.5",
+    "pypdf2>=3.0.1",
+    "pdfplumber>=0.11.7",
+    "sqlalchemy[asyncio]>=2.0.42",
+    "asyncpg>=0.30.0",
+    "alembic>=1.16.4",
+    "psycopg2-binary>=2.9.10",
 ]
 
 [project.optional-dependencies]
diff --git a/scripts/README.md b/scripts/README.md
deleted file mode 100644
index ce9d601..0000000
--- a/scripts/README.md
+++ /dev/null
@@ -1,110 +0,0 @@
-# Insurance Plan Processor Cron Setup
-
-This directory contains scripts for running the insurance plan processor as a scheduled task.
-
-## Files
-
-- `run_insurance_processor.sh` - Main script to run the insurance plan processor from within the Docker container
-
-## Setup Instructions
-
-### 1. Test the Script
-
-First, test that the script works correctly:
-
-```bash
-./scripts/run_insurance_processor.sh
-```
-
-### 2. Set up Cron Job
-
-Add a cron job to run the script at your desired interval. For example, to run it daily at 2 AM:
-
-```bash
-# Open crontab for editing
-crontab -e
-
-# Add one of these lines depending on your needs:
-
-# Run daily at 2 AM
-0 2 * * * /path/to/lolly-ai/scripts/run_insurance_processor.sh
-
-# Run every 6 hours
-0 */6 * * * /path/to/lolly-ai/scripts/run_insurance_processor.sh
-
-# Run every hour
-0 * * * * /path/to/lolly-ai/scripts/run_insurance_processor.sh
-
-# Run every 30 minutes
-*/30 * * * * /path/to/lolly-ai/scripts/run_insurance_processor.sh
-```
-
-### 3. Verify Cron Job
-
-Check that your cron job was added correctly:
-
-```bash
-crontab -l
-```
-
-### 4. Monitor Logs
-
-The script creates logs in the `logs/` directory:
-
-- `logs/insurance_processor.log` - General execution logs
-- `logs/insurance_processor_error.log` - Error logs
-
-Monitor these files to ensure the script is running correctly:
-
-```bash
-# View recent logs
-tail -f logs/insurance_processor.log
-
-# View error logs
-tail -f logs/insurance_processor_error.log
-```
-
-## Prerequisites
-
-- Docker Compose must be running with the `lolly-ai` service
-- The `.env` file must be properly configured with API keys
-- The script must have execute permissions (`chmod +x scripts/run_insurance_processor.sh`)
-
-## Troubleshooting
-
-### Common Issues
-
-1. **Docker service not running**: The script checks if the Docker Compose service is running and will log an error if it's not.
-
-2. **Permission denied**: Make sure the script is executable:
-   ```bash
-   chmod +x scripts/run_insurance_processor.sh
-   ```
-
-3. **Path issues**: Make sure to use the full path to the script in your cron job.
-
-4. **Environment variables**: The script uses the `.env` file from the project directory, so make sure it's properly configured.
-
-### Debugging
-
-To debug cron issues, you can temporarily run the script manually and check the logs:
-
-```bash
-# Run manually
-./scripts/run_insurance_processor.sh
-
-# Check logs
-cat logs/insurance_processor.log
-cat logs/insurance_processor_error.log
-```
-
-## Cron Schedule Examples
-
-| Schedule | Description |
-|----------|-------------|
-| `0 2 * * *` | Daily at 2 AM |
-| `0 */6 * * *` | Every 6 hours |
-| `0 * * * *` | Every hour |
-| `*/30 * * * *` | Every 30 minutes |
-| `0 2 * * 1` | Every Monday at 2 AM |
-| `0 2 1 * *` | First day of each month at 2 AM | 
\ No newline at end of file
diff --git a/src/cache/drug_cache.py b/src/cache/drug_cache.py
new file mode 100644
index 0000000..711a985
--- /dev/null
+++ b/src/cache/drug_cache.py
@@ -0,0 +1,90 @@
+
+import json
+import httpx
+from pydantic import BaseModel
+from src.database import Drug, Session
+from src.drug_price_parser import DrugPriceParser, DrugPriceResponse
+from src.config import settings
+from src.services.session_service import session_service
+
+
+class DrugFull(BaseModel):
+    name: str
+    dosage: float
+    dosage_unit: str
+    unit_price: float
+    description: str | None = None
+
+
+async def convert_drug_result(drug: DrugPriceResponse) -> list[DrugFull]:
+    base_url = settings.TALESTORM_API_BASE_URL
+    api_key = settings.TALESTORM_API_KEY
+
+    client = httpx.AsyncClient(
+        base_url=base_url,
+        headers={"X-API-Key": api_key},
+        timeout=httpx.Timeout(60.0, connect=10.0)  # 30s total timeout, 10s connect timeout
+    )
+    session_id = await session_service.create_session(agent_id=settings.TALESTORM_DRUG_AGENT_ID)
+    drug_json = drug.model_dump_json()
+    response = await client.post(
+        "/chat/",
+        json={"chat_session_id": session_id, "user_message": f"{drug_json}"},
+    )
+    response_json = response.json()['message']
+    response_dict = json.loads(response_json)
+    return [DrugFull.model_validate(r) for r in response_dict["result"]]
+
+
+async def get_drug(drug_name: str) -> list[Drug]:
+    parser = DrugPriceParser()
+    result = parser.get_drug_prices(drug_name)
+    drugs = await convert_drug_result(result)
+    
+    return drugs
+
+
+async def store_drug(drugs: list[DrugFull]):
+    with Session() as session:
+        for drug in drugs:
+            session.add(Drug(
+                name=drug.name,
+                dosage=drug.dosage,
+                dosage_unit=drug.dosage_unit,
+                unit_price=drug.unit_price,
+                description=drug.description
+            ))
+        session.commit()
+
+
+async def fetch_drug_with_dosage(drug_name: str, dosage: float) -> DrugFull | None:
+    try:
+        with Session() as session:
+            drug = session.query(Drug).filter(Drug.name == drug_name, Drug.dosage == dosage).first()
+            if drug:
+                return DrugFull.model_validate(drug)
+            
+            drug = session.query(Drug).filter(Drug.name == drug_name).first()
+            if drug:
+                return DrugFull.model_validate(drug)
+    except:
+        pass
+
+    drugs = await get_drug(drug_name)
+    print(f"Drug {drug_name} found {drugs}")
+    try:
+        await store_drug(drugs)
+    except Exception as e:
+        print(f"Error storing drug {drug_name}: {e}")
+        pass
+    
+    drug = None
+    for c_drug in drugs:
+        if c_drug.dosage == dosage:
+            drug = c_drug
+
+    if drug:
+        return DrugFull.model_validate(drug)
+
+    raise Exception(f"Drug {drug_name} with dosage {dosage} not found")
+
diff --git a/src/config.py b/src/config.py
index c92c71d..95cbe59 100644
--- a/src/config.py
+++ b/src/config.py
@@ -14,13 +14,26 @@ class Settings(BaseSettings):
     TALESTORM_AGENT_ID: str
     TALESTORM_DTQ_AGENT_ID: str
     TALESTORM_ESTIMATION_AGENT_ID: str
+    TALESTORM_DRUG_AGENT_ID: str
     VIRGIL_API_BASE_URL: str
+
     REDIS_HOST: str = "redis"
     REDIS_PORT: int = 6379
     REDIS_DB: int = 0
     REDIS_CACHE_TTL: int = 3600 * 24
     REDIS_CACHE_TTL_DRUGS: int = 3600 * 24 * 30
 
+    POSTGRES_USER: str
+    POSTGRES_PASSWORD: str
+    POSTGRES_DB: str
+    POSTGRES_HOST: str = "db"
+    POSTGRES_PORT: int = 5432
+
+
+    @property
+    def DATABASE_URL(self):    # noqa
+        return f'postgresql://{self.POSTGRES_USER}:{self.POSTGRES_PASSWORD}@{self.POSTGRES_HOST}:{self.POSTGRES_PORT}/{self.POSTGRES_DB}'
+
 
 # Global settings instance
 settings = Settings(_env_file=env_path, _env_file_encoding='utf-8') 
\ No newline at end of file
diff --git a/src/database.py b/src/database.py
new file mode 100644
index 0000000..bcf8c7e
--- /dev/null
+++ b/src/database.py
@@ -0,0 +1,21 @@
+from sqlalchemy import BigInteger, Column, MetaData, String, Float, Text
+from sqlalchemy.orm import DeclarativeBase
+from sqlalchemy.orm import sessionmaker
+from sqlalchemy import create_engine
+from src.config import settings
+
+class Base(DeclarativeBase):
+    metadata = MetaData()
+
+class Drug(Base):
+    __tablename__ = "drugs"
+    
+    id = Column(BigInteger, primary_key=True, index=True)
+    name = Column(String, nullable=False, index=True)
+    dosage = Column(Float, nullable=False)
+    dosage_unit = Column(String, nullable=False)
+    unit_price = Column(Float, nullable=False)
+    description = Column(Text, nullable=True)
+
+engine = create_engine(settings.DATABASE_URL)
+Session = sessionmaker(autocommit=False, autoflush=False, bind=engine)
diff --git a/src/drug_price_parser.py b/src/drug_price_parser.py
index 7589e9d..d479780 100644
--- a/src/drug_price_parser.py
+++ b/src/drug_price_parser.py
@@ -87,13 +87,18 @@ class DrugPriceParser:
             dosages_table = formulation.find_next('div')
             dosage_elements = dosages_table.find_all('details')
             for dosage in dosage_elements:
+                quantity_table = dosage.find('table')
+                quantity_row = quantity_table.find_all('td', {'class': 'ddc-text-right'})
+                price_per_unit = quantity_row[0].get_text()
+                price_per_unit = price_per_unit.split(" ")[0]
+
                 summary = dosage.find('summary')
                 spans = summary.find_all('span')
                 dosage_name = spans[0].find('b').get_text()
-                dosage_price = spans[1].find_next('b').get_text()
+                # dosage_price = spans[1].find_next('b').get_text()
                 dosages.append(Dosage(
                     name=dosage_name.rstrip(),
-                    price=float(dosage_price.rstrip().replace('$', '').replace(',', ''))
+                    price=float(price_per_unit.rstrip().replace('$', '').replace(',', ''))
                 ))
             formulations.append(Formulation(
                 name=formulation_name.rstrip(),
diff --git a/src/models.py b/src/models.py
index e1e9518..50f4acd 100644
--- a/src/models.py
+++ b/src/models.py
@@ -124,4 +124,19 @@ class HealthResponse(BaseModel):
     status: str
     service: str
     version: str
-    dependencies: dict 
\ No newline at end of file
+    dependencies: dict
+
+class DrugCreate(BaseModel):
+    name: str = Field(..., description="Drug name")
+    dosage: float = Field(..., description="Dosage amount")
+    dosage_unit: str = Field(..., description="Dosage unit (e.g., mg, ml)")
+    unit_price: float = Field(..., description="Price per unit")
+    description: Optional[str] = Field(None, description="Drug description")
+
+class DrugResponse(BaseModel):
+    id: int
+    name: str
+    dosage: float
+    dosage_unit: str
+    unit_price: float
+    description: Optional[str] 
\ No newline at end of file
diff --git a/src/services/estimation_service_v2.py b/src/services/estimation_service_v2.py
index 1fafd34..fcb2aea 100644
--- a/src/services/estimation_service_v2.py
+++ b/src/services/estimation_service_v2.py
@@ -1,8 +1,9 @@
 from datetime import date
 from enum import Enum
 from typing import Optional
+from src.cache.drug_cache import fetch_drug_with_dosage
 from src.models import PHQ, Applicant, Plan, EstimationResponse, EstimationDetails, EstimationResult
-from src.cache.redis_cache import fetch_conditions, fetch_drug, get_plan_by_id, search_drug
+from src.cache.redis_cache import fetch_conditions, get_plan_by_id, search_drug
 from src.config import settings
 import httpx
 
@@ -159,7 +160,7 @@ class EstimationService:
         today = date.today()
         return today.year - born.year - ((today.month, today.day) < (born.month, born.day))
 
-    def calculate_rx_spend(self, phq: PHQ, applicant_id: int) -> float:
+    async def calculate_rx_spend(self, phq: PHQ, applicant_id: int) -> float:
         rx_spend = 0
         for medication in phq.medications:
             if medication.applicant != applicant_id:
@@ -167,9 +168,29 @@ class EstimationService:
             try:
                 drug_name = medication.name
                 drug_url = search_drug(drug_name)
-                drug_price = fetch_drug(drug_url)
-                rx_spend += drug_price.prices[0].dosages[0].price
-            except Exception:
+                drug_dosage = float(medication.dosage)
+                drug_price = await fetch_drug_with_dosage(drug_url, drug_dosage)
+
+                if medication.frequency in ["Once daily", "At bedtime"]:
+                    month_times = 30
+                elif medication.frequency == "Twice daily":
+                    month_times = 60
+                elif medication.frequency in ["Three times daily", "After meals", "Before meals"]:
+                    month_times = 90
+                elif medication.frequency == "Four times daily":
+                    month_times = 120
+                elif medication.frequency == "Weekly":
+                    month_times = 4
+                elif medication.frequency == "Monthly":
+                    month_times = 1
+                elif medication.frequency == "Every other day":
+                    month_times = 15
+                else:
+                    month_times = 1
+
+                rx_spend += drug_price.unit_price * month_times
+            except Exception as e:
+                raise e
                 pass
         return rx_spend
 
@@ -241,7 +262,7 @@ class EstimationService:
                     is_dtq = True
                     reason = "Declined due to high BMI of one or more applicants"
             
-            rx_spend_applicant = self.calculate_rx_spend(phq, applicant_id)
+            rx_spend_applicant = await self.calculate_rx_spend(phq, applicant_id)
             rx_spend += rx_spend_applicant
 
             applicant_new_tier = self.get_tier(plans[0].coverage, rx_spend_applicant)
@@ -262,7 +283,7 @@ class EstimationService:
                     bmi=self.calculate_bmi(applicant.weight, applicant.heightFt, applicant.heightIn),
                     tier=applicant_tier.value,
                     rx_spend=rx_spend_applicant,
-                    message=reason if reason else f"Tier {applicant_tier} assigned with Rx spend within allowed limits."
+                    message=reason if reason else f"Tier {applicant_tier.value} assigned with Rx spend within allowed limits."
                 )
             )
         
diff --git a/uv.lock b/uv.lock
index 25fb789..d6f817d 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1,7 +1,21 @@
 version = 1
-revision = 2
+revision = 3
 requires-python = ">=3.13"
 
+[[package]]
+name = "alembic"
+version = "1.16.4"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "mako" },
+    { name = "sqlalchemy" },
+    { name = "typing-extensions" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/83/52/72e791b75c6b1efa803e491f7cbab78e963695e76d4ada05385252927e76/alembic-1.16.4.tar.gz", hash = "sha256:efab6ada0dd0fae2c92060800e0bf5c1dc26af15a10e02fb4babff164b4725e2", size = 1968161, upload-time = "2025-07-10T16:17:20.192Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/c2/62/96b5217b742805236614f05904541000f55422a6060a90d7fd4ce26c172d/alembic-1.16.4-py3-none-any.whl", hash = "sha256:b05e51e8e82efc1abd14ba2af6392897e145930c3e0a2faf2b0da2f7f7fd660d", size = 247026, upload-time = "2025-07-10T16:17:21.845Z" },
+]
+
 [[package]]
 name = "annotated-types"
 version = "0.7.0"
@@ -24,6 +38,22 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/a1/ee/48ca1a7c89ffec8b6a0c5d02b89c305671d5ffd8d3c94acf8b8c408575bb/anyio-4.9.0-py3-none-any.whl", hash = "sha256:9f76d541cad6e36af7beb62e978876f3b41e3e04f2c1fbf0884604c0a9c4d93c", size = 100916, upload-time = "2025-03-17T00:02:52.713Z" },
 ]
 
+[[package]]
+name = "asyncpg"
+version = "0.30.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/2f/4c/7c991e080e106d854809030d8584e15b2e996e26f16aee6d757e387bc17d/asyncpg-0.30.0.tar.gz", hash = "sha256:c551e9928ab6707602f44811817f82ba3c446e018bfe1d3abecc8ba5f3eac851", size = 957746, upload-time = "2024-10-20T00:30:41.127Z" }
+wheels = [
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+    { url = "https://files.pythonhosted.org/packages/3d/b3/0cf269a9d647852a95c06eb00b815d0b95a4eb4b55aa2d6ba680971733b9/asyncpg-0.30.0-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:c47806b1a8cbb0a0db896f4cd34d89942effe353a5035c62734ab13b9f938da3", size = 634745, upload-time = "2024-10-20T00:29:57.14Z" },
+    { url = "https://files.pythonhosted.org/packages/8e/6d/a4f31bf358ce8491d2a31bfe0d7bcf25269e80481e49de4d8616c4295a34/asyncpg-0.30.0-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:9b6fde867a74e8c76c71e2f64f80c64c0f3163e687f1763cfaf21633ec24ec33", size = 3512103, upload-time = "2024-10-20T00:29:58.499Z" },
+    { url = "https://files.pythonhosted.org/packages/96/19/139227a6e67f407b9c386cb594d9628c6c78c9024f26df87c912fabd4368/asyncpg-0.30.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:46973045b567972128a27d40001124fbc821c87a6cade040cfcd4fa8a30bcdc4", size = 3592471, upload-time = "2024-10-20T00:30:00.354Z" },
+    { url = "https://files.pythonhosted.org/packages/67/e4/ab3ca38f628f53f0fd28d3ff20edff1c975dd1cb22482e0061916b4b9a74/asyncpg-0.30.0-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:9110df111cabc2ed81aad2f35394a00cadf4f2e0635603db6ebbd0fc896f46a4", size = 3496253, upload-time = "2024-10-20T00:30:02.794Z" },
+    { url = "https://files.pythonhosted.org/packages/ef/5f/0bf65511d4eeac3a1f41c54034a492515a707c6edbc642174ae79034d3ba/asyncpg-0.30.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:04ff0785ae7eed6cc138e73fc67b8e51d54ee7a3ce9b63666ce55a0bf095f7ba", size = 3662720, upload-time = "2024-10-20T00:30:04.501Z" },
+    { url = "https://files.pythonhosted.org/packages/e7/31/1513d5a6412b98052c3ed9158d783b1e09d0910f51fbe0e05f56cc370bc4/asyncpg-0.30.0-cp313-cp313-win32.whl", hash = "sha256:ae374585f51c2b444510cdf3595b97ece4f233fde739aa14b50e0d64e8a7a590", size = 560404, upload-time = "2024-10-20T00:30:06.537Z" },
+    { url = "https://files.pythonhosted.org/packages/c8/a4/cec76b3389c4c5ff66301cd100fe88c318563ec8a520e0b2e792b5b84972/asyncpg-0.30.0-cp313-cp313-win_amd64.whl", hash = "sha256:f59b430b8e27557c3fb9869222559f7417ced18688375825f8f12302c34e915e", size = 621623, upload-time = "2024-10-20T00:30:09.024Z" },
+]
+
 [[package]]
 name = "beautifulsoup4"
 version = "4.13.4"
@@ -66,6 +96,28 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/4f/52/34c6cf5bb9285074dc3531c437b3919e825d976fde097a7a73f79e726d03/certifi-2025.7.14-py3-none-any.whl", hash = "sha256:6b31f564a415d79ee77df69d757bb49a5bb53bd9f756cbbe24394ffd6fc1f4b2", size = 162722, upload-time = "2025-07-14T03:29:26.863Z" },
 ]
 
+[[package]]
+name = "cffi"
+version = "1.17.1"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "pycparser" },
+]
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+wheels = [
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+    { url = "https://files.pythonhosted.org/packages/0e/2d/eab2e858a91fdff70533cab61dcff4a1f55ec60425832ddfdc9cd36bc8af/cffi-1.17.1-cp313-cp313-manylinux_2_12_i686.manylinux2010_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:d01b12eeeb4427d3110de311e1774046ad344f5b1a7403101878976ecd7a10f3", size = 454792, upload-time = "2024-09-04T20:44:32.01Z" },
+    { url = "https://files.pythonhosted.org/packages/75/b2/fbaec7c4455c604e29388d55599b99ebcc250a60050610fadde58932b7ee/cffi-1.17.1-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:706510fe141c86a69c8ddc029c7910003a17353970cff3b904ff0686a5927683", size = 478893, upload-time = "2024-09-04T20:44:33.606Z" },
+    { url = "https://files.pythonhosted.org/packages/4f/b7/6e4a2162178bf1935c336d4da8a9352cccab4d3a5d7914065490f08c0690/cffi-1.17.1-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:de55b766c7aa2e2a3092c51e0483d700341182f08e67c63630d5b6f200bb28e5", size = 485810, upload-time = "2024-09-04T20:44:35.191Z" },
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+
 [[package]]
 name = "charset-normalizer"
 version = "3.4.2"
@@ -109,6 +161,41 @@ wheels = [
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@@ -289,15 +409,23 @@ name = "lolly-ai"
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