High-Value Use Cases

Secure MCP and Enterprise Integration

Production Delivery, Not Just Prototypes

Embedded Delivery and Capability Transfer

Claude Jumpstart: From Use Case to Production Plan

The fastest way to start with Anthropic’s Claude in your organization is with the deepsense.ai Jumpstart Package — a structured path from idea to working prototype.

What’s included:

  • Discovery Workshop — identify and prioritize high-impact, technically feasible use cases.
  • 80 Hours of Engineering — transform selected concepts into functional prototypes powered by Claude.
  • Expert Guidance — ensure architectural soundness, security, and compliance from day one.

Secure MCP and Enterprise Integration

Give Claude governed access to the proprietary data, systems and tools required to support real enterprise workflows.

Enterprise Data and Tool Access

Connect Claude to internal databases, knowledge repositories, APIs, CRMs and operational platforms while preserving existing access rules and system ownership.

Multi-Tenant Product Integrations

Build Claude-powered products in which each customer or business unit receives controlled, isolated access to its own data, applications and tools.

Regulated and Controlled Environments

Implement Claude-based workflows around applicable data handling, privacy, access-control, auditability and human-oversight requirements.

Agentic AI Systems

We design and implement Claude-powered agents for workflows where automation has measurable value and actions can be governed.

Software Engineering Workflows

Use Claude to support codebase understanding, issue analysis, implementation, testing, documentation and controlled change across complex software environments.

Research, Evidence and Analysis

Accelerate research-intensive work by gathering, comparing and synthesizing information from approved internal and external sources—with evidence, traceability and structured outputs.

Complex Operations and Case Management

Support multi-step workflows such as case intake, validation, document preparation, review, approvals, exception handling and reporting. Agents operate within defined permissions and escalation rules, reducing manual coordination without removing necessary human accountability.

Enterprise Knowledge Systems and AI Assistants

We build Claude-powered knowledge systems that provide reliable, source-backed and permission-aware access to enterprise information.

Customer and Service Operations

Help service teams resolve complex requests faster with responses grounded in approved company knowledge and integrated with CRM, ticketing and escalation workflows.

Internal Expertise and Knowledge Access

Give employees direct access to policies, processes, technical knowledge and institutional expertise—while respecting role-based permissions and source ownership.

Technical, Scientific and Regulated Content

Support the analysis, preparation and review of complex documentation where accuracy, source traceability, terminology and human approval are essential.

Enterprise Code Modernization with Claude Code

Combine Claude Code with senior software engineering to accelerate the analysis and modernization of complex codebases while preserving business logic, security requirements and production quality.

Codebase Understanding and Refactoring

Analyze large or unfamiliar codebases, identify dependencies and technical debt, and support controlled refactoring with appropriate review and testing.

Legacy System Migration

Accelerate migration to modern languages, frameworks and cloud environments while validating functional equivalence, integration requirements and business-critical behavior.

Quality, Security and Dependency Modernization

Identify outdated dependencies, vulnerabilities, missing tests and architectural risks—and implement prioritized improvements within the client’s engineering controls.

Impact

Faster modernization, reduced technical debt and greater engineering throughput—with human review and production-grade validation.

Selected after rigorous evaluation by Anthropic

Direct collaboration with Anthropic technical and partner teams

Early access to Claude capabilities and enterprise features

Strategic deployment partner supporting Claude across enterprise use cases

Client Success Stories

AI Agents, AI Assistants, RAG

Cutting Search Time, Streamlining Ops, and Scaling Expertise  with GenAI by deepsense.ai x OpenAI for Fennemore 

Cutting Search Time, Streamlining Ops, and Scaling Expertise with GenAI by deepsense.ai x OpenAI for Fennemore 

We developed a hybrid GenAI solution powered by ChatGPT Enterprise and the OpenAI API, integrating data from SQL with unstructured content in SharePoint.

GenAI-Powered Frontline Worker Assistant

GenAI-Powered Frontline Worker Assistant

It was presented at a major retail conference in New York in 2024, demonstrating the potential of LLM applications to their customers. As a result, a pilot rollout was planned…

100% More Bookings: How AI Transformed Appointment Scheduling

100% More Bookings: How AI Transformed Appointment Scheduling

The AI voicebot transformed an unstable product into a robust AI scheduling voicebot that responds 10x faster, uses 20x fewer tokens per…

Boosting RAG Retrieval Recall by 56.4% for Telecom Support Tickets

Boosting RAG Retrieval Recall by 56.4% for Telecom Support Tickets

Our enhancements achieved a 56.4% improvement in RAG retrieval recall, enabling the client to confidently showcase the system’s capabilities to the telecom company.

AI Agent PoC for Automating Data Management

AI Agent PoC for Automating Data Management

This PoC aimed to automate as many scenarios as possible within the HR system, reducing user friction and improving efficiency.

Code and Content Generation

AI-Driven Report Generation – Boosting Efficiency with 98% Recall

AI-Driven Report Generation – Boosting Efficiency with 98% Recall

The system boosted report generation efficiency, achieving 98% recall in retrieving insights. It provides structured recommendations, auto-generates report entries, and reduces manual…

AI Copilot’s Impact on Productivity in Revolutionizing Ada Language Development

AI Copilot’s Impact on Productivity in Revolutionizing Ada Language Development

This tool significantly reduced manual coding time, enabling developers to focus on higher-value tasks.

AI-Powered Content Quality Transformation

AI-Powered Content Quality Transformation

The AI system automated content moderation, optimized workflows, and generated high-quality data for future models, driving client’s sustained growth and…

Discovery Workshops

Structuring AI Projects and Understanding LLMs through Targeted Workshops

Structuring AI Projects and Understanding LLMs through Targeted Workshops

The workshop equipped AdaCore with a stronger understandingof LLM technologies and structured AI project planning.

Exploring LLM Agents  for Innovation with Tailored LLM Workshops

Exploring LLM Agents for Innovation with Tailored LLM Workshops

The workshop generated 6 actionable use cases, providing the R&D team with a solid understanding and enabling them to explore new AI…

LLM Workshop for a Global Corporation

LLM Workshop for a Global Corporation

The workshop offered business-focused sessions on LLM opportunities and technical deep dives for engineers.

Brian S. Raymond

Kostis Manolitzas

Burkhard Boeckem

Tom Bianculli

Bill Salak

Mariusz Gralewski

Ned Taleb

M. Anthony Aiello, Head of Product & Innovation at AdaCore

M. Anthony Aiello

Nitin Navare

Carsten Ingerslev

Paul Beavers

deepsense.ai combines senior AI engineering, product and workflow design, production architecture and embedded collaboration to deliver systems that organizations can deploy, operate and scale.

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Join our established list of long-term satisfied clients, including global brands, tech enterprises, ambitious scaleups and startups. Whether you’re rapidly scaling with AI or making it the core of your business, partner with us to achieve exceptional results.