diff --git a/.yarnrc.yml b/.yarnrc.yml
index 3186f3f..dd46ee1 100644
--- a/.yarnrc.yml
+++ b/.yarnrc.yml
@@ -1 +1,2 @@
 nodeLinker: node-modules
+enableHardenedMode: true
diff --git a/packages/agent-experiments/jest.config.ts b/packages/agent-experiments/jest.config.ts
index 0734800..51f4565 100644
--- a/packages/agent-experiments/jest.config.ts
+++ b/packages/agent-experiments/jest.config.ts
@@ -5,7 +5,6 @@ export default {
   transform: {
     "^.+\\.[tj]s$": ["ts-jest", { tsconfig: "<rootDir>/tsconfig.spec.json" }]
   },
-  transformIgnorePatterns: ["node_modules/(?!unpdf)"],
-  moduleFileExtensions: ["ts", "js", "mjs", "html"],
+  moduleFileExtensions: ["ts", "js", "html"],
   coverageDirectory: "../../coverage/packages/agent-experiments"
 };
diff --git a/packages/agent-experiments/package.json b/packages/agent-experiments/package.json
index 975c2cb..2633002 100644
--- a/packages/agent-experiments/package.json
+++ b/packages/agent-experiments/package.json
@@ -5,11 +5,11 @@
   "type": "commonjs",
   "main": "./src/index.ts",
   "dependencies": {
-    "pdfkit": "^0.16.0",
-    "unpdf": "^1.4.0"
+    "pdfkit": "^0.16.0"
   },
   "devDependencies": {
-    "@zeroshotbuilders/commons-testing": "^0.0.3"
+    "@zeroshotbuilders/commons-testing": "^0.0.3",
+    "@zeroshotbuilders/docling-utils": "^0.0.3"
   },
   "peerDependencies": {
     "@nestjs/common": ">=10.0.0",
diff --git a/packages/agent-experiments/src/salary-extraction/prompts/calculateSalary.md b/packages/agent-experiments/src/salary-extraction/prompts/calculateSalary.md
deleted file mode 100644
index f772ee4..0000000
--- a/packages/agent-experiments/src/salary-extraction/prompts/calculateSalary.md
+++ /dev/null
@@ -1,39 +0,0 @@
-You are a salary calculation agent. Your job is to determine an employee's annual salary from multiple extracted document data points.
-
-## Input
-
-You will receive a JSON array of extracted pay data from multiple documents. Each entry contains fields like:
-- `documentType`, `employeeName`, `employerName`
-- `payFrequency`, `grossPayThisPeriod`, `grossPayYtd`
-- `annualSalaryStated`, `hourlyRate`, `hoursWorked`
-
-## Task
-
-Analyze all the extracted data and compute the annual salary. Use the following strategies:
-
-1. **Direct statement**: If any document explicitly states an annual salary (offer letter, W-2 Box 1, employment verification), use that as a strong signal.
-
-2. **Period-to-annual calculation**: For paystubs, multiply the gross pay per period by the number of periods per year:
-   - Weekly: multiply by 52
-   - Biweekly: multiply by 26
-   - Semi-monthly: multiply by 24
-   - Monthly: multiply by 12
-
-3. **Hourly calculation**: If hourly rate is given, calculate as: hourlyRate * hoursWorked * periodsPerYear
-
-4. **YTD extrapolation**: Use YTD gross and the pay period date to extrapolate (less reliable).
-
-5. **Cross-validation**: If multiple documents reference the same employee/employer, cross-validate the figures. Flag discrepancies.
-
-If documents are for different employees at different companies, pick the one with the most supporting evidence or calculate for each separately. If there are multiple employees, focus on the one with the most documents.
-
-## Output
-
-Return a JSON object with:
-- `annualSalary`: the computed annual salary (best estimate)
-- `confidence`: 0-1 confidence score
-- `methodology`: brief description of how you arrived at the number
-- `employeeName`: the employee name
-- `employerName`: the employer name
-- `documentsAnalyzed`: number of documents used
-- `breakdown`: array of objects with `source` (filename), `derivedAnnualSalary` (if calculable), and `notes`
diff --git a/packages/agent-experiments/src/salary-extraction/salary-extraction-agent.ts b/packages/agent-experiments/src/salary-extraction/salary-extraction-agent.ts
index b11f3c0..a94b186 100644
--- a/packages/agent-experiments/src/salary-extraction/salary-extraction-agent.ts
+++ b/packages/agent-experiments/src/salary-extraction/salary-extraction-agent.ts
@@ -1,70 +1,27 @@
 import {
-  AgenticWorkflow,
   Agent,
+  AgenticWorkflow,
   AgentRunResult,
-  AiAgentService,
-  AI_AGENT_SERVICE
+  AI_AGENT_SERVICE,
+  AiAgentService
 } from "@zeroshotbuilders/agentic-workflows";
 import { Inject, Injectable } from "@nestjs/common";
 import { createLogger, transports } from "winston";
-import { z } from "zod";
-
-// ── Output Schemas ──────────────────────────────────────────────────────────
-
-export const DocumentClassificationSchema = z.object({
-  documentType: z.enum([
-    "paystub",
-    "w2",
-    "offer_letter",
-    "employment_verification",
-    "tax_return",
-    "unknown"
-  ]),
-  employeeName: z.string(),
-  employerName: z.string(),
-  confidence: z.number().min(0).max(1)
-});
-
-export type DocumentClassification = z.infer<
-  typeof DocumentClassificationSchema
->;
-
-export const PayDataExtractionSchema = z.object({
-  documentType: z.string(),
-  employeeName: z.string(),
-  employerName: z.string(),
-  payPeriod: z.string().nullable(),
-  payFrequency: z
-    .enum(["weekly", "biweekly", "semi_monthly", "monthly", "annual", "unknown"])
-    .nullable(),
-  grossPayThisPeriod: z.number().nullable(),
-  grossPayYtd: z.number().nullable(),
-  annualSalaryStated: z.number().nullable(),
-  hourlyRate: z.number().nullable(),
-  hoursWorked: z.number().nullable()
-});
-
-export type PayDataExtraction = z.infer<typeof PayDataExtractionSchema>;
-
-export const SalaryCalculationSchema = z.object({
-  annualSalary: z.number(),
-  confidence: z.number().min(0).max(1),
-  methodology: z.string(),
-  employeeName: z.string(),
-  employerName: z.string(),
-  documentsAnalyzed: z.number(),
-  breakdown: z.array(
-    z.object({
-      source: z.string(),
-      derivedAnnualSalary: z.number().nullable(),
-      notes: z.string()
-    })
-  )
-});
-
-export type SalaryCalculation = z.infer<typeof SalaryCalculationSchema>;
-
-// ── Agent Pipeline ──────────────────────────────────────────────────────────
+import {
+  DocumentClassification,
+  DocumentClassificationSchema,
+  PayDataExtraction,
+  PayDataExtractionSchema,
+  SalaryCalculation
+} from "./salary-extraction-schemas";
+
+const PERIODS_PER_YEAR: Record<string, number> = {
+  weekly: 52,
+  biweekly: 26,
+  semi_monthly: 24,
+  monthly: 12,
+  annual: 1
+};
 
 @AgenticWorkflow({
   promptsDirectory: `${__dirname}/prompts`
@@ -80,38 +37,17 @@ export class SalaryExtractionAgent {
     private readonly aiAgentService: AiAgentService
   ) {}
 
-  /**
-   * Main pipeline entry point: takes an array of document texts and returns
-   * the computed annual salary.
-   */
   async extractSalary(
     documents: Array<{ filename: string; text: string }>
   ): Promise<SalaryCalculation> {
-    this.logger.info(
-      `Starting salary extraction pipeline with ${documents.length} documents`
-    );
-
     // Phase 1: Classify all documents
     const classifications = await Promise.all(
       documents.map(async (doc) => {
         const result = await this.classifyDocument(doc.filename, doc.text);
-        if (!result.success) {
-          this.logger.warn(
-            `Classification failed for ${doc.filename}: ${result.error}`
-          );
-        }
         return { ...doc, classification: result.output };
       })
     );
 
-    this.logger.info(
-      "Classifications complete",
-      classifications.map((c) => ({
-        file: c.filename,
-        type: c.classification?.documentType
-      }))
-    );
-
     // Phase 2: Extract pay data from each document
     const extractions = await Promise.all(
       classifications.map(async (doc) => {
@@ -120,42 +56,108 @@ export class SalaryExtractionAgent {
           doc.filename,
           doc.text
         );
-        if (!result.success) {
-          this.logger.warn(
-            `Extraction failed for ${doc.filename}: ${result.error}`
-          );
-        }
         return { filename: doc.filename, extraction: result.output };
       })
     );
 
-    this.logger.info("Extractions complete");
+    // Phase 3: Calculate annual salary deterministically
+    return this.calculateSalary(extractions);
+  }
 
-    // Phase 3: Calculate annual salary from all extractions
-    const extractionSummary = JSON.stringify(
-      extractions.map((e) => ({
-        filename: e.filename,
-        ...e.extraction
-      })),
-      null,
-      2
-    );
+  private calculateSalary(
+    extractions: Array<{ filename: string; extraction: PayDataExtraction }>
+  ): SalaryCalculation {
+    const breakdown: SalaryCalculation["breakdown"] = [];
+    let bestSalary: number | null = null;
+    let bestConfidence = 0;
+    let methodology = "";
+    let employeeName = "";
+    let employerName = "";
+
+    for (const { filename, extraction } of extractions) {
+      if (!employeeName && extraction.employeeName) {
+        employeeName = extraction.employeeName;
+      }
+      if (!employerName && extraction.employerName) {
+        employerName = extraction.employerName;
+      }
+
+      let derived: number | null = null;
+      let notes = "";
+
+      // Priority 1: Directly stated annual salary (pick the highest across docs)
+      if (extraction.annualSalaryStated != null) {
+        derived = extraction.annualSalaryStated;
+        notes = `Directly stated annual salary: $${derived.toLocaleString()}`;
+        if (bestConfidence < 1 || derived > (bestSalary ?? 0)) {
+          bestSalary = derived;
+          bestConfidence = 1;
+          methodology = `Directly stated in ${filename}`;
+        }
+      }
+
+      // Priority 2: Gross pay * periods per year
+      if (
+        derived == null &&
+        extraction.grossPayThisPeriod != null &&
+        extraction.payFrequency != null &&
+        PERIODS_PER_YEAR[extraction.payFrequency] != null
+      ) {
+        const periods = PERIODS_PER_YEAR[extraction.payFrequency];
+        derived = extraction.grossPayThisPeriod * periods;
+        notes =
+          `$${extraction.grossPayThisPeriod.toLocaleString()} × ` +
+          `${periods} (${extraction.payFrequency}) = $${derived.toLocaleString()}`;
+        if (bestConfidence < 0.9) {
+          bestSalary = derived;
+          bestConfidence = 0.9;
+          methodology = `Period-to-annual from ${filename}: ${notes}`;
+        }
+      }
+
+      // Priority 3: Hourly rate * hours * periods
+      if (
+        derived == null &&
+        extraction.hourlyRate != null &&
+        extraction.hoursWorked != null &&
+        extraction.payFrequency != null &&
+        PERIODS_PER_YEAR[extraction.payFrequency] != null
+      ) {
+        const periods = PERIODS_PER_YEAR[extraction.payFrequency];
+        derived = extraction.hourlyRate * extraction.hoursWorked * periods;
+        notes =
+          `$${extraction.hourlyRate}/hr × ${extraction.hoursWorked}hrs × ` +
+          `${periods} periods = $${derived.toLocaleString()}`;
+        if (bestConfidence < 0.8) {
+          bestSalary = derived;
+          bestConfidence = 0.8;
+          methodology = `Hourly calculation from ${filename}: ${notes}`;
+        }
+      }
+
+      if (derived == null) {
+        notes = "Could not derive annual salary from this document";
+      }
 
-    const result = await this.calculateSalary(extractionSummary);
-    if (!result.success) {
-      throw new Error(`Salary calculation failed: ${result.error}`);
+      breakdown.push({ source: filename, derivedAnnualSalary: derived, notes });
     }
 
     this.logger.info("Salary calculation complete", {
-      annualSalary: result.output.annualSalary,
-      confidence: result.output.confidence
+      annualSalary: bestSalary,
+      confidence: bestConfidence
     });
 
-    return result.output;
+    return {
+      annualSalary: bestSalary ?? 0,
+      confidence: bestConfidence,
+      methodology,
+      employeeName,
+      employerName,
+      documentsAnalyzed: extractions.length,
+      breakdown
+    };
   }
 
-  // ── Agent Methods (intercepted by decorator) ─────────────────────────────
-
   @Agent<DocumentClassification>({
     outputSchema: DocumentClassificationSchema
   })
@@ -163,7 +165,7 @@ export class SalaryExtractionAgent {
     filename: string,
     documentText: string
   ): Promise<AgentRunResult<DocumentClassification>> {
-    return null as any;
+    return null;
   }
 
   @Agent<PayDataExtraction>({
@@ -174,15 +176,6 @@ export class SalaryExtractionAgent {
     filename: string,
     documentText: string
   ): Promise<AgentRunResult<PayDataExtraction>> {
-    return null as any;
-  }
-
-  @Agent<SalaryCalculation>({
-    outputSchema: SalaryCalculationSchema
-  })
-  private async calculateSalary(
-    extractedData: string
-  ): Promise<AgentRunResult<SalaryCalculation>> {
-    return null as any;
+    return null;
   }
 }
diff --git a/packages/agent-experiments/src/salary-extraction/salary-extraction-schemas.ts b/packages/agent-experiments/src/salary-extraction/salary-extraction-schemas.ts
new file mode 100644
index 0000000..4c71071
--- /dev/null
+++ b/packages/agent-experiments/src/salary-extraction/salary-extraction-schemas.ts
@@ -0,0 +1,54 @@
+import {z} from "zod";
+
+export const DocumentClassificationSchema = z.object({
+  documentType: z.enum([
+    "paystub",
+    "w2",
+    "offer_letter",
+    "employment_verification",
+    "tax_return",
+    "unknown"
+  ]),
+  employeeName: z.string(),
+  employerName: z.string(),
+  confidence: z.number().min(0).max(1)
+});
+
+export type DocumentClassification = z.infer<
+  typeof DocumentClassificationSchema
+>;
+
+export const PayDataExtractionSchema = z.object({
+  documentType: z.string(),
+  employeeName: z.string(),
+  employerName: z.string(),
+  payPeriod: z.string().nullable(),
+  payFrequency: z
+    .enum(["weekly", "biweekly", "semi_monthly", "monthly", "annual", "unknown"])
+    .nullable(),
+  grossPayThisPeriod: z.number().nullable(),
+  grossPayYtd: z.number().nullable(),
+  annualSalaryStated: z.number().nullable(),
+  hourlyRate: z.number().nullable(),
+  hoursWorked: z.number().nullable()
+});
+
+export type PayDataExtraction = z.infer<typeof PayDataExtractionSchema>;
+
+export const SalaryCalculationSchema = z.object({
+  annualSalary: z.number(),
+  confidence: z.number().min(0).max(1),
+  methodology: z.string(),
+  employeeName: z.string(),
+  employerName: z.string(),
+  documentsAnalyzed: z.number(),
+  breakdown: z.array(
+    z.object({
+      source: z.string(),
+      derivedAnnualSalary: z.number().nullable(),
+      notes: z.string()
+    })
+  )
+});
+
+export type SalaryCalculation = z.infer<typeof SalaryCalculationSchema>;
diff --git a/packages/agent-experiments/test/assets/extract-pdf-text.mjs b/packages/agent-experiments/test/assets/extract-pdf-text.mjs
deleted file mode 100644
index 3d6b1a7..0000000
--- a/packages/agent-experiments/test/assets/extract-pdf-text.mjs
+++ /dev/null
@@ -1,7 +0,0 @@
-import { extractText } from "unpdf";
-import { readFileSync } from "fs";
-
-const filePath = process.argv[2];
-const buffer = readFileSync(filePath);
-const result = await extractText(new Uint8Array(buffer));
-process.stdout.write(result.text.join("\n"));
diff --git a/packages/agent-experiments/test/assets/fixtures/employment-verification-techforward.pdf b/packages/agent-experiments/test/assets/fixtures/employment-verification-techforward.pdf
index 2a5326f..13f13ed 100644
Binary files a/packages/agent-experiments/test/assets/fixtures/employment-verification-techforward.pdf and b/packages/agent-experiments/test/assets/fixtures/employment-verification-techforward.pdf differ
diff --git a/packages/agent-experiments/test/assets/fixtures/offer-letter-acme.pdf b/packages/agent-experiments/test/assets/fixtures/offer-letter-acme.pdf
index f3d7a27..e740574 100644
Binary files a/packages/agent-experiments/test/assets/fixtures/offer-letter-acme.pdf and b/packages/agent-experiments/test/assets/fixtures/offer-letter-acme.pdf differ
diff --git a/packages/agent-experiments/test/assets/fixtures/paystub-acme-biweekly.pdf b/packages/agent-experiments/test/assets/fixtures/paystub-acme-biweekly.pdf
index 1669b2b..1544040 100644
Binary files a/packages/agent-experiments/test/assets/fixtures/paystub-acme-biweekly.pdf and b/packages/agent-experiments/test/assets/fixtures/paystub-acme-biweekly.pdf differ
diff --git a/packages/agent-experiments/test/assets/fixtures/paystub-greenleaf-weekly.pdf b/packages/agent-experiments/test/assets/fixtures/paystub-greenleaf-weekly.pdf
index e8db276..2e4d2d0 100644
Binary files a/packages/agent-experiments/test/assets/fixtures/paystub-greenleaf-weekly.pdf and b/packages/agent-experiments/test/assets/fixtures/paystub-greenleaf-weekly.pdf differ
diff --git a/packages/agent-experiments/test/assets/fixtures/paystub-techforward-monthly.pdf b/packages/agent-experiments/test/assets/fixtures/paystub-techforward-monthly.pdf
index a759da9..88ce31c 100644
Binary files a/packages/agent-experiments/test/assets/fixtures/paystub-techforward-monthly.pdf and b/packages/agent-experiments/test/assets/fixtures/paystub-techforward-monthly.pdf differ
diff --git a/packages/agent-experiments/test/assets/fixtures/w2-acme-2024.pdf b/packages/agent-experiments/test/assets/fixtures/w2-acme-2024.pdf
index 291b32f..c56435a 100644
Binary files a/packages/agent-experiments/test/assets/fixtures/w2-acme-2024.pdf and b/packages/agent-experiments/test/assets/fixtures/w2-acme-2024.pdf differ
diff --git a/packages/agent-experiments/test/salary-extraction.eval.spec.ts b/packages/agent-experiments/test/salary-extraction.eval.spec.ts
index 39a953d..74b7322 100644
--- a/packages/agent-experiments/test/salary-extraction.eval.spec.ts
+++ b/packages/agent-experiments/test/salary-extraction.eval.spec.ts
@@ -2,54 +2,78 @@ import {
   SalaryExtractionAgent,
   SalaryExtractionModule
 } from "@zeroshotbuilders/agent-experiments";
+import { Closer } from "@zeroshotbuilders/commons";
+import {
+  BeforeAllTimeout,
+  DoclingContainer
+} from "@zeroshotbuilders/commons-testing";
+import { DoclingServiceRemote } from "@zeroshotbuilders/docling-utils";
 import { NestFactory } from "@nestjs/core";
-import { execFileSync } from "child_process";
+import fs from "fs";
 import path from "path";
 import { generateAllFixtures } from "./assets/generate-fixtures";
 
 const FIXTURES_DIR = path.join(__dirname, "assets", "fixtures");
-const EXTRACT_SCRIPT = path.join(__dirname, "assets", "extract-pdf-text.mjs");
 const APPLICATION_ROOT = path.join(__dirname, "..", "assets");
 
-function readPdf(filePath: string): string {
-  return execFileSync("node", [EXTRACT_SCRIPT, filePath], {
-    encoding: "utf-8",
-    timeout: 15_000
-  });
-}
-
-function loadDocuments(
-  filenames: string[]
-): Array<{ filename: string; text: string }> {
-  return filenames.map((filename) => ({
-    filename,
-    text: readPdf(path.join(FIXTURES_DIR, filename))
-  }));
-}
-
 jest.setTimeout(300_000);
 
 describe("Salary Extraction Pipeline", () => {
   let agent: SalaryExtractionAgent;
-  let app: any;
+  let closer: Closer;
+  let doclingService: DoclingServiceRemote;
+  const docling = new DoclingContainer();
+
+  async function convertPdf(filePath: string): Promise<string> {
+    const file = fs.readFileSync(filePath);
+    const filename = path.basename(filePath);
+
+    const result = await doclingService.convert({ file, filename });
+    return result.content;
+  }
+
+  function loadDocuments(
+    filenames: string[]
+  ): Promise<Array<{ filename: string; text: string }>> {
+    return Promise.all(
+      filenames.map(async (filename) => ({
+        filename,
+        text: await convertPdf(path.join(FIXTURES_DIR, filename))
+      }))
+    );
+  }
 
   beforeAll(async () => {
     await generateAllFixtures();
+    await docling.start();
 
-    app = await NestFactory.createApplicationContext(
+    doclingService = new DoclingServiceRemote({
+      baseUrl: docling.getBaseUrl()
+    } as any);
+
+    const app = await NestFactory.createApplicationContext(
       SalaryExtractionModule.forApplicationRoot(APPLICATION_ROOT)
     );
     agent = app.get(SalaryExtractionAgent);
-  });
+
+    closer = Closer.create(
+      {
+        resource: app,
+        closingFunction: async (a) => await a.close()
+      },
+      {
+        resource: docling,
+        closingFunction: async (d) => await d.stop()
+      }
+    );
+  }, BeforeAllTimeout);
 
   afterAll(async () => {
-    if (app) {
-      await app.close();
-    }
+    if (closer) await closer.close();
   });
 
   it("should extract salary from ACME paystub + W-2 + offer letter", async () => {
-    const documents = loadDocuments([
+    const documents = await loadDocuments([
       "paystub-acme-biweekly.pdf",
       "w2-acme-2024.pdf",
       "offer-letter-acme.pdf"
@@ -67,7 +91,7 @@ describe("Salary Extraction Pipeline", () => {
   });
 
   it("should extract salary from TechForward monthly paystub + verification letter", async () => {
-    const documents = loadDocuments([
+    const documents = await loadDocuments([
       "paystub-techforward-monthly.pdf",
       "employment-verification-techforward.pdf"
     ]);
@@ -83,7 +107,7 @@ describe("Salary Extraction Pipeline", () => {
   });
 
   it("should extract salary from Greenleaf weekly paystub alone", async () => {
-    const documents = loadDocuments(["paystub-greenleaf-weekly.pdf"]);
+    const documents = await loadDocuments(["paystub-greenleaf-weekly.pdf"]);
 
     const result = await agent.extractSalary(documents);
 
@@ -95,7 +119,7 @@ describe("Salary Extraction Pipeline", () => {
   });
 
   it("should handle all documents together and pick best estimate", async () => {
-    const documents = loadDocuments([
+    const documents = await loadDocuments([
       "paystub-acme-biweekly.pdf",
       "w2-acme-2024.pdf",
       "offer-letter-acme.pdf",
diff --git a/packages/commons-testing/index.ts b/packages/commons-testing/index.ts
index 2139886..c371cb1 100644
--- a/packages/commons-testing/index.ts
+++ b/packages/commons-testing/index.ts
@@ -1,5 +1,6 @@
 export * from "./src/postgres/postgres-container";
 export * from "./src/redis/redis-container";
+export * from "./src/docling/docling-container";
 export * from "./src/async/async-test-utils";
 export * from "./src/booter/booter-configuration";
 export * from "./src/exceptions/jest-exception";
diff --git a/packages/commons-testing/src/docling/docling-container.ts b/packages/commons-testing/src/docling/docling-container.ts
new file mode 100644
index 0000000..7dde6c6
--- /dev/null
+++ b/packages/commons-testing/src/docling/docling-container.ts
@@ -0,0 +1,48 @@
+import { GenericContainer, StartedTestContainer, Wait } from "testcontainers";
+import { createLogger, transports } from "winston";
+
+export class DoclingContainer {
+  public static readonly PORT = 5001;
+  public static readonly IMAGE = "quay.io/docling-project/docling-serve:latest";
+
+  private readonly logger = createLogger({
+    transports: [new transports.Console()]
+  });
+
+  private readonly container: GenericContainer;
+  private startedContainer: StartedTestContainer;
+
+  constructor() {
+    this.container = new GenericContainer(DoclingContainer.IMAGE)
+      .withWaitStrategy(
+        Wait.forLogMessage(/Uvicorn running on/, 1)
+      )
+      .withExposedPorts(DoclingContainer.PORT);
+  }
+
+  public async start() {
+    this.logger.info("Starting Docling container...");
+    this.startedContainer = await this.container.start();
+    this.logger.info(
+      `Docling container started on port ${this.getMappedPort()}`
+    );
+  }
+
+  public async stop() {
+    if (this.startedContainer) {
+      await this.startedContainer.stop();
+    }
+  }
+
+  public getBaseUrl(): string {
+    return `http://${this.startedContainer.getHost()}:${this.getMappedPort()}`;
+  }
+
+  public getMappedPort(): number {
+    return this.startedContainer.getMappedPort(DoclingContainer.PORT);
+  }
+
+  public getHost(): string {
+    return this.startedContainer.getHost();
+  }
+}
diff --git a/packages/docling-utils/.eslintrc.json b/packages/docling-utils/.eslintrc.json
new file mode 100644
index 0000000..f1ff0d9
--- /dev/null
+++ b/packages/docling-utils/.eslintrc.json
@@ -0,0 +1,10 @@
+{
+  "extends": ["../../.eslintrc.json"],
+  "ignorePatterns": ["!**/*"],
+  "overrides": [
+    {
+      "files": ["*.ts"],
+      "rules": {}
+    }
+  ]
+}
diff --git a/packages/docling-utils/index.ts b/packages/docling-utils/index.ts
new file mode 100644
index 0000000..b7c1df5
--- /dev/null
+++ b/packages/docling-utils/index.ts
@@ -0,0 +1,7 @@
+export const DOCLING_APPLICATION_ROOT = "DoclingApplicationRoot";
+export * from "./src/docling-client-module";
+export * from "./src/docling-client-factory";
+export * from "./src/config/docling-client-config";
+export * from "./src/service/docling-service";
+export * from "./src/service/docling-service-local";
+export * from "./src/service/docling-service-remote";
diff --git a/packages/docling-utils/jest.config.ts b/packages/docling-utils/jest.config.ts
new file mode 100644
index 0000000..62c0003
--- /dev/null
+++ b/packages/docling-utils/jest.config.ts
@@ -0,0 +1,10 @@
+export default {
+  displayName: "docling-utils",
+  preset: "../../jest.preset.js",
+  testEnvironment: "node",
+  transform: {
+    "^.+\\.[tj]s$": "ts-jest"
+  },
+  moduleFileExtensions: ["ts", "js", "html"],
+  coverageDirectory: "../../coverage/packages/docling-utils"
+};
diff --git a/packages/docling-utils/package.json b/packages/docling-utils/package.json
new file mode 100644
index 0000000..3d22713
--- /dev/null
+++ b/packages/docling-utils/package.json
@@ -0,0 +1,15 @@
+{
+  "name": "@zeroshotbuilders/docling-utils",
+  "version": "0.0.3",
+  "type": "commonjs",
+  "main": "./src/index.ts",
+  "publishConfig": {
+    "main": "./index.js",
+    "types": "./index.d.ts",
+    "access": "public"
+  },
+  "peerDependencies": {
+    "@nestjs/common": ">=10.0.0",
+    "@zeroshotbuilders/commons": ">=0.0.1"
+  }
+}
diff --git a/packages/docling-utils/project.json b/packages/docling-utils/project.json
new file mode 100644
index 0000000..0d85104
--- /dev/null
+++ b/packages/docling-utils/project.json
@@ -0,0 +1,29 @@
+{
+  "name": "docling-utils",
+  "sourceRoot": "packages/docling-utils/src",
+  "projectType": "library",
+  "targets": {
+    "build": {
+      "executor": "@nx/js:tsc",
+      "options": {
+        "outputPath": "dist/packages/docling-utils",
+        "main": "packages/docling-utils/src/index.ts",
+        "tsConfig": "packages/docling-utils/tsconfig.lib.json"
+      }
+    },
+    "test": {
+      "executor": "@nx/jest:jest",
+      "options": {
+        "jestConfig": "packages/docling-utils/jest.config.ts",
+        "passWithNoTests": true
+      }
+    },
+    "lint": {
+      "executor": "@nx/eslint:lint",
+      "options": {
+        "lintFilePatterns": ["packages/docling-utils/**/*.ts"]
+      }
+    }
+  },
+  "tags": []
+}
diff --git a/packages/docling-utils/src/config/docling-client-config.ts b/packages/docling-utils/src/config/docling-client-config.ts
new file mode 100644
index 0000000..ee1f13d
--- /dev/null
+++ b/packages/docling-utils/src/config/docling-client-config.ts
@@ -0,0 +1,20 @@
+import { ApplicationConfig, loadConfig } from "@zeroshotbuilders/commons";
+import { Injectable } from "@nestjs/common";
+
+@Injectable()
+export class DoclingClientConfig {
+  private static readonly CONFIG_KEY = "docling";
+
+  readonly baseUrl: string;
+
+  constructor(applicationConfig: ApplicationConfig) {
+    const config = loadConfig<DoclingClientConfig>(
+      applicationConfig.applicationRoot,
+      DoclingClientConfig.CONFIG_KEY
+    );
+
+    return {
+      baseUrl: config.baseUrl
+    };
+  }
+}
diff --git a/packages/docling-utils/src/docling-client-factory.ts b/packages/docling-utils/src/docling-client-factory.ts
new file mode 100644
index 0000000..dc00d86
--- /dev/null
+++ b/packages/docling-utils/src/docling-client-factory.ts
@@ -0,0 +1,21 @@
+import { ApplicationConfig } from "@zeroshotbuilders/commons";
+import { Injectable } from "@nestjs/common";
+import { DoclingClientConfig } from "./config/docling-client-config";
+import { DoclingService } from "./service/docling-service";
+import { DoclingServiceLocal } from "./service/docling-service-local";
+import { DoclingServiceRemote } from "./service/docling-service-remote";
+
+@Injectable()
+export class DoclingClientFactory {
+  constructor(
+    private readonly applicationConfig: ApplicationConfig,
+    private readonly config: DoclingClientConfig
+  ) {}
+
+  public makeDoclingService(): DoclingService {
+    if (this.applicationConfig.local) {
+      return DoclingServiceLocal.getInstance();
+    }
+    return new DoclingServiceRemote(this.config);
+  }
+}
diff --git a/packages/docling-utils/src/docling-client-module.ts b/packages/docling-utils/src/docling-client-module.ts
new file mode 100644
index 0000000..764850f
--- /dev/null
+++ b/packages/docling-utils/src/docling-client-module.ts
@@ -0,0 +1,34 @@
+import { ConfigModule } from "@zeroshotbuilders/commons";
+import { DynamicModule, Module } from "@nestjs/common";
+import { DOCLING_APPLICATION_ROOT } from "../index";
+import { DoclingClientConfig } from "./config/docling-client-config";
+import { DoclingClientFactory } from "./docling-client-factory";
+
+export const DOCLING_CLIENT = "DOCLING_CLIENT";
+
+@Module({})
+export class DoclingClientModule {
+  public static forApplicationRoot(applicationRoot: string): DynamicModule {
+    return {
+      module: DoclingClientModule,
+      imports: [
+        ConfigModule.forApplicationRoot(applicationRoot)
+      ],
+      providers: [
+        {
+          provide: DOCLING_APPLICATION_ROOT,
+          useValue: applicationRoot
+        },
+        DoclingClientConfig,
+        DoclingClientFactory,
+        {
+          provide: DOCLING_CLIENT,
+          useFactory: (doclingClientFactory: DoclingClientFactory) =>
+            doclingClientFactory.makeDoclingService(),
+          inject: [DoclingClientFactory]
+        }
+      ],
+      exports: [DOCLING_CLIENT]
+    };
+  }
+}
diff --git a/packages/docling-utils/src/index.ts b/packages/docling-utils/src/index.ts
new file mode 100644
index 0000000..a55fe0f
--- /dev/null
+++ b/packages/docling-utils/src/index.ts
@@ -0,0 +1,6 @@
+export * from "./docling-client-module";
+export * from "./docling-client-factory";
+export * from "./config/docling-client-config";
+export * from "./service/docling-service";
+export * from "./service/docling-service-local";
+export * from "./service/docling-service-remote";
diff --git a/packages/docling-utils/src/service/docling-service-local.ts b/packages/docling-utils/src/service/docling-service-local.ts
new file mode 100644
index 0000000..093b43a
--- /dev/null
+++ b/packages/docling-utils/src/service/docling-service-local.ts
@@ -0,0 +1,53 @@
+import {
+  ConvertOptions,
+  ConvertRequest,
+  ConvertResponse,
+  DoclingService
+} from "./docling-service";
+
+export class DoclingServiceLocal implements DoclingService {
+  private static instance: DoclingServiceLocal = new DoclingServiceLocal();
+
+  private static convertOverride:
+    | ((
+        request: ConvertRequest,
+        options?: ConvertOptions
+      ) => Promise<ConvertResponse>)
+    | undefined;
+
+  public static getInstance(): DoclingServiceLocal {
+    return DoclingServiceLocal.instance;
+  }
+
+  public static setConvertOverride(
+    override: (
+      request: ConvertRequest,
+      options?: ConvertOptions
+    ) => Promise<ConvertResponse>
+  ): void {
+    this.convertOverride = override;
+  }
+
+  public static clearConvertOverride(): void {
+    this.convertOverride = undefined;
+  }
+
+  public static clearAllOverrides(): void {
+    this.convertOverride = undefined;
+  }
+
+  async convert(
+    request: ConvertRequest,
+    options?: ConvertOptions
+  ): Promise<ConvertResponse> {
+    if (DoclingServiceLocal.convertOverride) {
+      return DoclingServiceLocal.convertOverride(request, options);
+    }
+
+    return {
+      content: `Mock converted content for ${request.filename}`,
+      format: options?.format ?? "markdown",
+      pages: 1
+    };
+  }
+}
diff --git a/packages/docling-utils/src/service/docling-service-remote.ts b/packages/docling-utils/src/service/docling-service-remote.ts
new file mode 100644
index 0000000..b15ddd4
--- /dev/null
+++ b/packages/docling-utils/src/service/docling-service-remote.ts
@@ -0,0 +1,81 @@
+import { createLogger, transports } from "winston";
+import { DoclingClientConfig } from "../config/docling-client-config";
+import {
+  ConvertOptions,
+  ConvertRequest,
+  ConvertResponse,
+  DoclingService
+} from "./docling-service";
+
+export class DoclingServiceRemote implements DoclingService {
+  private readonly logger = createLogger({
+    transports: [new transports.Console()]
+  });
+
+  private readonly baseUrl: string;
+
+  constructor(config: DoclingClientConfig) {
+    this.baseUrl = config.baseUrl;
+  }
+
+  async convert(
+    request: ConvertRequest,
+    options?: ConvertOptions
+  ): Promise<ConvertResponse> {
+    const format = options?.format ?? "markdown";
+
+    const formData = new FormData();
+    formData.append(
+      "files",
+      new Blob([request.file]),
+      request.filename
+    );
+
+    const response = await fetch(
+      `${this.baseUrl}/v1/convert/file`,
+      {
+        method: "POST",
+        body: formData,
+        headers: {
+          Accept: "application/json"
+        }
+      }
+    );
+
+    if (!response.ok) {
+      const body = await response.text();
+      throw new Error(
+        `Docling conversion failed (${response.status}): ${body}`
+      );
+    }
+
+    const result = await response.json() as any;
+    const document = result.document ?? result;
+
+    const content = this.extractContent(document, format);
+
+    return {
+      content,
+      format,
+      pages: document.pages?.length ?? document.num_pages ?? 1
+    };
+  }
+
+  private extractContent(document: any, format: string): string {
+    if (format === "markdown" && document.md_content) {
+      return document.md_content;
+    }
+    if (format === "text" && document.text_content) {
+      return document.text_content;
+    }
+    if (document.export_to_markdown) {
+      return document.export_to_markdown;
+    }
+    if (document.content) {
+      return typeof document.content === "string"
+        ? document.content
+        : JSON.stringify(document.content);
+    }
+    return JSON.stringify(document);
+  }
+}
diff --git a/packages/docling-utils/src/service/docling-service.ts b/packages/docling-utils/src/service/docling-service.ts
new file mode 100644
index 0000000..0088e30
--- /dev/null
+++ b/packages/docling-utils/src/service/docling-service.ts
@@ -0,0 +1,21 @@
+export interface ConvertRequest {
+  file: Buffer;
+  filename: string;
+}
+
+export interface ConvertOptions {
+  format?: "markdown" | "text" | "json";
+}
+
+export interface ConvertResponse {
+  content: string;
+  format: string;
+  pages: number;
+}
+
+export interface DoclingService {
+  convert(
+    request: ConvertRequest,
+    options?: ConvertOptions
+  ): Promise<ConvertResponse>;
+}
diff --git a/packages/docling-utils/tsconfig.json b/packages/docling-utils/tsconfig.json
new file mode 100644
index 0000000..46167d5
--- /dev/null
+++ b/packages/docling-utils/tsconfig.json
@@ -0,0 +1,12 @@
+{
+  "extends": "../../tsconfig.base.json",
+  "compilerOptions": {
+    "outDir": "../../dist/out-tsc"
+  },
+  "files": [],
+  "include": [],
+  "references": [
+    { "path": "./tsconfig.lib.json" },
+    { "path": "./tsconfig.spec.json" }
+  ]
+}
diff --git a/packages/docling-utils/tsconfig.lib.json b/packages/docling-utils/tsconfig.lib.json
new file mode 100644
index 0000000..e927de6
--- /dev/null
+++ b/packages/docling-utils/tsconfig.lib.json
@@ -0,0 +1,10 @@
+{
+  "extends": "./tsconfig.json",
+  "compilerOptions": {
+    "outDir": "../../dist/out-tsc",
+    "declaration": true,
+    "types": ["node", "reflect-metadata"]
+  },
+  "include": ["index.ts", "src/**/*.ts"],
+  "exclude": ["jest.config.ts", "src/**/*.spec.ts", "src/**/*.test.ts"]
+}
diff --git a/packages/docling-utils/tsconfig.spec.json b/packages/docling-utils/tsconfig.spec.json
new file mode 100644
index 0000000..b52d392
--- /dev/null
+++ b/packages/docling-utils/tsconfig.spec.json
@@ -0,0 +1,14 @@
+{
+  "extends": "./tsconfig.json",
+  "compilerOptions": {
+    "outDir": "../../dist/out-tsc",
+    "module": "commonjs",
+    "types": ["jest", "node", "reflect-metadata"]
+  },
+  "include": [
+    "jest.config.ts",
+    "src/**/*.test.ts",
+    "src/**/*.spec.ts",
+    "src/**/*.d.ts"
+  ]
+}
diff --git a/tsconfig.base.json b/tsconfig.base.json
index 571d702..5c623bf 100644
--- a/tsconfig.base.json
+++ b/tsconfig.base.json
@@ -30,6 +30,7 @@
       "@zeroshotbuilders/openai-utils": ["packages/openai-utils/index.ts"],
       "@zeroshotbuilders/sql-decorators": ["packages/sql-decorators/index.ts"],
       "@zeroshotbuilders/tavily-utils": ["packages/tavily-utils/index.ts"],
+      "@zeroshotbuilders/docling-utils": ["packages/docling-utils/index.ts"],
       "@zeroshotbuilders/agent-experiments": ["packages/agent-experiments/index.ts"]
     }
   },
diff --git a/yarn.lock b/yarn.lock
index a18fec8..e5f65db 100644
--- a/yarn.lock
+++ b/yarn.lock
@@ -1573,11 +1573,11 @@ __metadata:
   linkType: hard
 
 "@hono/node-server@npm:^1.19.9":
-  version: 1.19.12
-  resolution: "@hono/node-server@npm:1.19.12"
+  version: 1.19.14
+  resolution: "@hono/node-server@npm:1.19.14"
   peerDependencies:
     hono: ^4
-  checksum: 10c0/06b5c7ba775d585abebe1ece155f3b00cc9013319818c58bba6f1b1e71df44d1d0d6c6e66cd50350ab6f0b9219a182f83c9fe3074b81a1d1ebb0a1493a73db9e
+  checksum: 10c0/41a099bb3705d96aac44b7a8db8805f2a22ce8a0f767a27b6d10b74a9964925df01c5f35d3631e882f8bcdeee3518884c30f40588ac8c960d88bf71048ba0df3
   languageName: node
   linkType: hard
 
@@ -1924,9 +1924,9 @@ __metadata:
   linkType: hard
 
 "@istanbuljs/schema@npm:^0.1.2, @istanbuljs/schema@npm:^0.1.3":
-  version: 0.1.3
-  resolution: "@istanbuljs/schema@npm:0.1.3"
-  checksum: 10c0/61c5286771676c9ca3eb2bd8a7310a9c063fb6e0e9712225c8471c582d157392c88f5353581c8c9adbe0dff98892317d2fdfc56c3499aa42e0194405206a963a
+  version: 0.1.6
+  resolution: "@istanbuljs/schema@npm:0.1.6"
+  checksum: 10c0/bb0d370bf3dd454d2f37f1bccb8921e2da99adacef2da56ef47850e25d7a4de69cf639ead8c189755aef38921369024b4afea3535a5c2ac9082b3e1171bcbc3a
   languageName: node
   linkType: hard
 
@@ -2454,13 +2454,6 @@ __metadata:
   languageName: node
   linkType: hard
 
-"@ltd/j-toml@npm:^1.38.0":
-  version: 1.38.0
-  resolution: "@ltd/j-toml@npm:1.38.0"
-  checksum: 10c0/6db2b203e21c6bc2e781ad76f3e798ae9c4b9d83205070f482602a30f3d1c37dde8c8c72575bdc505c1b8c228c5e81171a4557f0d76b814da0fb91cdd21f6194
-  languageName: node
-  linkType: hard
-
 "@lukeed/csprng@npm:^1.0.0":
   version: 1.1.0
   resolution: "@lukeed/csprng@npm:1.1.0"
@@ -2651,8 +2644,8 @@ __metadata:
   linkType: hard
 
 "@nestjs/testing@npm:^11.1.18":
-  version: 11.1.18
-  resolution: "@nestjs/testing@npm:11.1.18"
+  version: 11.1.19
+  resolution: "@nestjs/testing@npm:11.1.19"
   dependencies:
     tslib: "npm:2.8.1"
   peerDependencies:
@@ -2665,7 +2658,7 @@ __metadata:
       optional: true
     "@nestjs/platform-express":
       optional: true
-  checksum: 10c0/49addd548fbf8881181b4e467a713835190cb79e24cd3a9ad643d6c7b7bca1688547ce0a7dffe453d811fb85f5aad75d247d6d04bbceb36136dd3724d1e8509f
+  checksum: 10c0/58c1d8249384ca22dd68af20d8cbd555328e8c2bbecd64c2785964ef75a084c94b760edf08cc7085896496292bc6e5ec42e018e7743a99bb2f1bb23ba2ec5b55
   languageName: node
   linkType: hard
 
@@ -2977,12 +2970,12 @@ __metadata:
   languageName: node
   linkType: hard
 
-"@nx/devkit@npm:22.6.4, @nx/devkit@npm:>=21.5.2 < 23.0.0":
-  version: 22.6.4
-  resolution: "@nx/devkit@npm:22.6.4"
+"@nx/devkit@npm:22.6.5, @nx/devkit@npm:>=21.5.2 < 23.0.0":
+  version: 22.6.5
+  resolution: "@nx/devkit@npm:22.6.5"
   dependencies:
     "@zkochan/js-yaml": "npm:0.0.7"
-    ejs: "npm:^3.1.7"
+    ejs: "npm:5.0.1"
     enquirer: "npm:~2.3.6"
     minimatch: "npm:10.2.4"
     semver: "npm:^7.6.3"
@@ -2990,16 +2983,16 @@ __metadata:
     yargs-parser: "npm:21.1.1"
   peerDependencies:
     nx: ">= 21 <= 23 || ^22.0.0-0"
-  checksum: 10c0/1484e229eded11c0f125f566fd96e47c845dc47692070892faaea02c91db4db62335268c7e59d42032c66f00f5fd08cdef513b6d6f12ddae2f41a79291843422
+  checksum: 10c0/bff5f51cf2041f2d0f08ff1e93984c0e1def2e554b5f2edbcc5240a18a3b434ef6059898c87bbd2a5f9b84b5ef04e66f8607e5dcf7f26bf44e0009796ea7a628
   languageName: node
   linkType: hard
 
 "@nx/eslint@npm:^22.6.4":
-  version: 22.6.4
-  resolution: "@nx/eslint@npm:22.6.4"
+  version: 22.6.5
+  resolution: "@nx/eslint@npm:22.6.5"
   dependencies:
-    "@nx/devkit": "npm:22.6.4"
-    "@nx/js": "npm:22.6.4"
+    "@nx/devkit": "npm:22.6.5"
+    "@nx/js": "npm:22.6.5"
     semver: "npm:^7.6.3"
     tslib: "npm:^2.3.0"
     typescript: "npm:~5.9.2"
@@ -3009,18 +3002,18 @@ __metadata:
   peerDependenciesMeta:
     "@zkochan/js-yaml":
       optional: true
-  checksum: 10c0/a1da4abb86327882e0ca315d45fa4bd73156643719520a0e2f64dc7942e3f1f3d6c77985cc50be4c12f00f460c7893a2daf588621bfe18f9e56e0fac2546403c
+  checksum: 10c0/dd760f73a2b66d968c773a2ce4182b0208ff9bce6f649e5d548af59f8d0c86a4d9ca48951c8ad0e94525134fb81e3ef628ea26f5b8e9e6843337619a420d9655
   languageName: node
   linkType: hard
 
 "@nx/jest@npm:^22.6.4":
-  version: 22.6.4
-  resolution: "@nx/jest@npm:22.6.4"
+  version: 22.6.5
+  resolution: "@nx/jest@npm:22.6.5"
   dependencies:
     "@jest/reporters": "npm:^30.0.2"
     "@jest/test-result": "npm:^30.0.2"
-    "@nx/devkit": "npm:22.6.4"
-    "@nx/js": "npm:22.6.4"
+    "@nx/devkit": "npm:22.6.5"
+    "@nx/js": "npm:22.6.5"
     "@phenomnomnominal/tsquery": "npm:~6.1.4"
     identity-obj-proxy: "npm:3.0.0"
     jest-config: "npm:^30.0.2"
@@ -3032,13 +3025,13 @@ __metadata:
     semver: "npm:^7.6.3"
     tslib: "npm:^2.3.0"
     yargs-parser: "npm:21.1.1"
-  checksum: 10c0/3ec599c18d2a38a9b49cb876f7df53edbc70f9e3a49f6d4f972da0e966a38e1450f2cc7e6c8cb909530d00b43646b0574af6e60e161873bc3211f2a122df37a0
+  checksum: 10c0/512c49c12089530442d43b3d3b74cf59d00c0450d51c6e56f476b2602aa5a8e1d8bdc10c259b42f21959fdf866cd4af057998aab2c55a0351a73775cf45d5959
   languageName: node
   linkType: hard
 
-"@nx/js@npm:22.6.4, @nx/js@npm:^22.6.4":
-  version: 22.6.4
-  resolution: "@nx/js@npm:22.6.4"
+"@nx/js@npm:22.6.5, @nx/js@npm:^22.6.4":
+  version: 22.6.5
+  resolution: "@nx/js@npm:22.6.5"
   dependencies:
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     "@babel/plugin-proposal-decorators": "npm:^7.22.7"
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-    docker-compose: "npm:^1.3.2"
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