Sales & Prospecting Agents
Research prospects, enrich information, check CRM eligibility, generate personalized outreach, create email drafts and maintain prospecting state.
Services
Practical AI, Automation & Enterprise Solutions
We help organizations identify, design and implement AI and automation solutions that work with their existing business processes, knowledge, data and enterprise applications.
From an initial AI idea to a production-ready solution, we combine enterprise architecture, AI, intelligent automation and integration experience to build solutions that deliver practical business outcomes.
AI & AutomationEnterprise AI ArchitectureAI AgentsRAG & KnowledgeIntegrationSalesforce
AI Strategy & Solution Architecture
Turn AI Opportunities into Practical Solution Designs
Many organizations know where AI could potentially help but need clarity around what to build, how it should work and how it will connect with their existing technology landscape.
We translate business requirements into practical AI architectures—identifying the right combination of AI models, enterprise knowledge, applications, automation, APIs, data and human oversight.
Typical engagements include
AI use-case discovery and prioritization
Enterprise AI solution architecture
LLM and technology selection
Build-vs-buy architecture decisions
AI integration architecture
Security, governance and human-review design
Proof-of-concept and implementation planning
AI Agents & Intelligent Assistants
AI That Can Understand, Reason and Take Useful Action
We design AI agents and assistants that can use business knowledge, interact with enterprise systems, execute workflows and involve people when review or approval is required.
Customer & Website Assistants
Answer enquiries, qualify prospects, capture requirements, schedule appointments and route conversations to the appropriate team.
Internal Business Assistants
Help employees retrieve information, summarize content, prepare responses and initiate approved business processes.
Recruitment & HR Agents
Collect and parse CVs, evaluate candidates against defined criteria, communicate with applicants and support interview coordination.
Enterprise Knowledge & RAG
Turn Company Knowledge into an AI-Accessible Resource
We build Retrieval-Augmented Generation and knowledge solutions that allow AI assistants and agents to securely use approved documents, policies, product information, knowledge bases and other enterprise content.
Knowledge capabilities
Document ingestion and processing
Knowledge indexing and retrieval
Vector search and embeddings
Metadata-based filtering
Grounded AI answers and source attribution
Access controls
Enterprise repository integration
Connection to agents and workflows
Intelligent Automation
Connect AI with Real Business Processes
AI generates the most value when its output can become part of an actual business process. We connect AI reasoning with automation, enterprise applications, email, documents, databases and APIs.
Customer Enquiry
AI qualification → CRM → sales follow-up
Incoming Document
Extraction → AI analysis → validation → business system
Prospect Research
Enrichment → CRM validation → personalized outreach
Candidate Application
CV parsing → evaluation → recruiter review → communication
Customer Email
AI understanding → knowledge retrieval → response → approval
End-to-End Workflow
Connect individual tasks into reliable, governed business processes.
Enterprise AI Applications
Build AI into Business Applications
Some requirements need more than an agent or workflow. We design AI-enabled applications where AI becomes part of a broader business solution.
User Experience → Application Layer → AI Services → Enterprise Knowledge → Business Systems → APIs & Data
Examples include AI-enabled portals, internal applications, decision-support solutions, operational dashboards and specialized business applications. Architectures can use OpenAI, Claude, Gemini or other appropriate models without unnecessarily coupling the solution to one provider.
Examples include AI-enabled portals, internal applications, decision-support solutions, operational dashboards and specialized business applications. Architectures can use OpenAI, Claude, Gemini or other appropriate models without unnecessarily coupling the solution to one provider.
CRM & Enterprise Integration
Connect AI with the Systems Your Business Already Uses
We design integration architectures that allow AI agents, applications and automated workflows to securely interact with CRM platforms, databases, email systems, document repositories, external data providers and enterprise APIs.
SalesforceMicrosoft DynamicsHubSpotZohoMicrosoft 365Google WorkspaceDatabasesExternal APIs
Salesforce Architecture & Engineering
18+ Years of Deep Salesforce Expertise
Our Salesforce services span enterprise architecture, solution design, integrations, custom development, AppExchange products, managed packages, security reviews, modernization and technical governance.
Architecture & Clouds
Enterprise and solution architecture, Sales Cloud, Service Cloud, Experience Cloud, Agentforce and Data Cloud.
Engineering & Integration
Apex, LWC, Flow, enterprise integrations, modernization and complex platform engineering.
Product & Governance
AppExchange product development, managed package releases, Security Review guidance and technical governance.
Fractional Architecture & Technical Leadership
Senior Architecture Expertise Without Building a Full-Time Leadership Team
We provide fractional architecture and technical leadership for products, transformations and complex implementations—from focused architecture reviews to ongoing guidance across development teams and technology partners.
Leadership areas
Enterprise Architecture
AI Architecture
Salesforce Architecture
Product Engineering
Integration
Security & Quality
DevOps & Release Strategy
Technical Governance
How We Deliver
From Requirement to Working Solution
Rather than starting with a particular AI model or technology, we start with the business requirement and select technologies after understanding the process, information, systems, automation opportunities and human decision points.
DiscoverArchitectPrototypeIntegrateValidateDeployEvolve
Have an AI, Automation or Enterprise Technology Requirement?
Turn the Requirement into a Practical Solution
Whether you are exploring an AI use case, building an intelligent agent, connecting AI with company knowledge, automating a business process, integrating enterprise applications or modernizing Salesforce, we can help define the architecture and build the solution.