Ai Agentic Solution Architect

Tata Consultancy Services; Dallas (TX); On-site; USD 160,000 - 180,000; Full time

Benefits offered by this job

Discretionary Annual Incentive

Medical Coverage (Health/Dental/Vision

Parental Leaves

401K Plan

Bonus

Time Off & Holidays

Training Reimbursement

Job summary

Tata Consultancy Services Limited in Dallas, TX, is seeking a Solution Architect to lead target architecture for AI-enabled document processing on Azure. You will design reusable patterns, orchestrate end-to-end workflows, and ensure robust rule governance with audit trails and secure integrations.

You will collaborate with product, security, and QA teams to deliver scalable, compliant solutions using Power Automate, APIs, and SAP/MDM data stores.

Qualifications

• Lead the target architecture and establish reusable design patterns for related solution workstreams.
• Assess current solution capabilities and recommend evidence-based improvements to document extraction, validation, business rules, and exception handling.
• Architect an end-to-end intelligent document-processing workflow covering intake, extraction, validation, enrichment, rule execution, confidence-based exception handling, business approval, and governed downstream integration.

Responsibilities

• Define traceability for every proposed attribute: source evidence, applied rule, transformation rationale, confidence, reviewer action, and approved value.
• Separate deterministic rules from prompts; design business-configurable rules with controlled changes, regression tests, approvals, audit history, and rollback.
• Establish golden datasets, evaluation metrics, regression suites, release thresholds, drift monitoring, and feedback loops for prompts, rules, and models.
• Design secure integration with existing Azure, Power Platform, reference data, API/middleware, and EDM/MDM/SAP processes; validate interface dependencies before writing back.
• Collaborate with Product Managers, enterprise architecture, security, integration, QA, and support teams; produce architecture decisions, diagrams, NFRs, runbooks, and knowledge transfer.

Skills

Azure architecture

Azure AI Foundry

Azure OpenAI

Azure Document Intelligence

API integration

Production operations

RBAC

Responsible AI

CI/CD

Python

Education

Bachelor's degree in Computer Science

Tools

Power Automate

Snowflake

EDM/MDM

SAP

Job description

Job Description

Must Have Technical/Functional Skills

• Enterprise AI solution architecture on Azure, including Azure AI Foundry / Azure OpenAI, Azure AI Document Intelligence, secure API integration, and production operations.
• Hands-on agentic AI and intelligent document processing: orchestration, OCR/layout extraction, cross-document checks, field-level evidence, and human-in-the-loop review.
• LLM quality engineering: golden datasets, field-level evaluation, prompt/model versioning, confidence calibration, regression testing, release gates, and monitoring.
• Externalized deterministic business rules, governed configuration, audit trail, approval, rollback, and appropriate use of AI ONLY for judgment-based tasks.
• Integration design for Power Automate, APIs, Snowflake reference data, enterprise data stores, middleware, and downstream EDM/MDM and SAP item-setup processes.
• Security, RBAC, Responsible AI, observability, CI/CD, cost and performance optimization; Python-based implementation experience.

Roles & Responsibilities

• Lead the target architecture and establish reusable design patterns for related solution workstreams.
• Assess current solution capabilities and recommend evidence-based improvements to document extraction, validation, business rules, and exception handling.
• Architect an end-to-end intelligent document-processing workflow covering intake, extraction, validation, enrichment, rule execution, confidence-based exception handling, business approval, and governed downstream integration.
• Define traceability for every proposed attribute: source evidence, applied rule, transformation rationale, confidence, reviewer action, and approved value.
• Separate deterministic rules from prompts; design business-configurable rules with controlled changes, regression tests, approvals, audit history, and rollback.
• Establish golden datasets, evaluation metrics, regression suites, release thresholds, drift monitoring, and feedback loops for prompts, rules, and models.
• Design secure integration with existing Azure, Power Platform, reference data, API/middleware, and EDM/MDM/SAP processes; validate interface dependencies before committing to writeback.
• Collaborate with Product Managers, enterprise architecture, security, integration, QA, and support teams; produce architecture decisions, diagrams, NFRs, runbooks, and knowledge transfer.

Salary Range: $160,000-$180,000 a year

TCS Employee Benefits Summary:

• Discretionary Annual Incentive.
• Comprehensive Medical Coverage: Medical & Health, Dental & Vision, Disability Planning & Insurance, Pet Insurance Plans.
• Family Support: Maternal & Parental Leaves.
• Insurance Options: Auto & Home Insurance, Identity Theft Protection.
• Convenience & Professional Growth: Commuter Benefits & Certification & amp; Training Reimbursement.
• Time Off: Vacation, Time Off, Sick Leave & Holidays.
• Legal & Financial Assistance: Legal Assistance, 401K Plan, Performance Bonus, College Fund, Student Loan Refinancing.

Location

Dallas, TX

Function

TECHNOLOGY

Role

Solution Architect

ID

436135

Skills

Artificial Intelligence | Azure | API(Application programming interface)

Salary Range

$160,000 - $180,000

Desired Candidate Profile

Qualifications

BACHELOR OF COMPUTER SCIENCE