Case studies

AI & Engineering Case Studies

Explore how business requirements became applications, connected workflows, and usable information. Each case explains the problem, the engineering, and what the team could do afterward.

Our experience includes Paramount engagements and prior work by our leadership. Individual cases identify the relevant context.

Showing 12 of 20 case studies

Mobile telecom operatorTelecommunications, Consumer Digital Services

In-App AI Assistant for Telco Customer Self-Care

An AI assistant inside a telecom operator's app: OTP-verified, personal, grounded in approved knowledge. Live with 3–4M users.

AWS BedrockAmazon KendraDynamoDBRAG
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Global Life Sciences EnterpriseLife Sciences & Enterprise Technology

Structured contract review for a life-sciences enterprise

A custom application helps reviewers extract terms, compare agreements, and investigate contract questions in one workflow.

Anthropic ClaudeAWS LambdaFastAPIReact
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E-commerce and retail technology platformEcommerce & Retail Technology

A shopping assistant connected from discovery to checkout

A multi-agent application helps shoppers compare products and manage cart workflows while retaining conversation context.

Bedrock AgentCoreStrands SDKFastAPIDynamoDB
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PE-backed DevOps software companyPE-backed · Enterprise Software, DevOps & Configuration Management

Support knowledge in one workflow

A support copilot brings ticket context, enterprise knowledge, and reviewable response drafts into the support process.

Anthropic ClaudeQdrantn8nRAG
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PE-backed DevOps software companyEnterprise Software

From signed SOW to delivered documentation

An AI delivery portal turns a signed SOW and readiness checklist into grounded, consultant-approved implementation documents.

Next.jsn8nAnthropic ClaudeQdrant
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Confidential Education ProviderEdTech, School Operations

One system for school admissions, finance, and learning

A school operations platform connects enquiries, enrolment, payments, classes, and communication in one role-based application.

Next.jsPostgreSQLSupabasen8n
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Fortune 500 industrial companyIndustrial Automation & Engineering Technology

A senior engineer's knowledge, on call

A multimodal co-pilot inside the client's engineering software answers engineers from more than 10,000 verified documents, diagrams included.

Vertex AIGeminiCloud SpannerEntra ID
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Fortune 500 industrial automation companyIndustrial automation and engineering technology

A live view of AI initiatives

A Microsoft 365 workflow gives engineering leaders visibility into AI ideas, owners, progress, and support needs.

Microsoft 365AI governanceTracking
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PE-backed DevOps software companyEnterprise software

Controlled SOW generation and updates

A workflow generates project timelines and version-controlled SOW documents while preserving approved edits and business rules.

Workflow automationDocument generationVersion control
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Fortune 1000 industrial manufacturerIndustrial Parts, Ecommerce Data & Product Intelligence

A manageable platform for product-data collection

A web application and orchestration layer help teams schedule, monitor, and review product-data collection workflows.

Next.jsFlaskSnowflakeAKS
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Global agriculture science companyAgriculture Technology & Enterprise AI

A governed view of enterprise AI

A central registry gives teams visibility into AI agents, gateways, ownership, and lifecycle status.

AWS AgentCoreLambdaReactTerraform
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Global enterprise marketing platformGlobal Marketing, Advertising

Enterprise video ads in minutes, not weeks

An AI platform on Oracle Cloud turns simple business inputs into complete, platform-ready video ads in under 5 minutes.

Oracle CloudGenerative AIVideo rendering
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