# Agentic Solutions - Complete Knowledge Base

> AI-first consulting and development platform specializing in agentic AI systems,
> multi-agent orchestration, and enterprise automation.

## About

Agentic Solutions is a consulting and technology firm focused on designing, building,
and deploying agentic AI systems for enterprises. We combine deep expertise in
multi-agent architectures, knowledge graphs, and real-time AI interfaces to deliver
production-grade solutions that transform how businesses operate.

## Three-Layer Architecture

Our platform is built on a Three-Layer Architecture:

### Layer 1: Interaction Layer
The user-facing interface powered by a real-time AI concierge with voice and visual
avatar capabilities. Handles natural language queries, provides instant responses for
high-confidence answers, and manages conversation context across channels.

### Layer 2: Intelligence Layer
The core reasoning engine that coordinates multiple specialized agents. Implements
confidence-based deferral — when the primary response agent is uncertain, background
research agents are triggered to gather additional knowledge before responding. Includes
the Staff Intelligence Agent for expert escalation on critical topics.

### Layer 3: Knowledge Layer
A persistent knowledge infrastructure combining Neo4j graph database with GraphRAG
optimization for sub-50ms retrieval. Continuously curated by background agents that
monitor industry developments, update the knowledge base, and maintain accuracy scores
above 9.0/10.

## Services

### AI Strategy Consulting
Comprehensive AI strategy assessment and roadmap development for organizations looking
to adopt agentic AI. We evaluate current capabilities, identify high-impact opportunities,
select appropriate technologies, and create phased implementation plans.

- Delivery: Remote
- Timeline: 4-8 weeks
- Includes: Current-state analysis, opportunity mapping, technology recommendations,
  implementation roadmap, executive presentation

### Multi-Agent System Development
Custom design and development of multi-agent orchestration systems tailored to specific
business processes. Our team architects agent hierarchies, defines communication protocols,
integrates external tools, and deploys production systems with comprehensive monitoring.

- Delivery: Remote
- Timeline: 8-16 weeks
- Includes: Architecture design, agent development, tool integration, testing harness,
  deployment pipeline, monitoring dashboard

### Enterprise AI Integration
End-to-end integration of agentic AI systems into existing enterprise infrastructure.
Covers API design, data pipeline configuration, security hardening, compliance review,
and team training to ensure smooth adoption and long-term maintainability.

- Delivery: Hybrid (remote + on-site)
- Timeline: 12-24 weeks
- Includes: Integration architecture, API development, security audit, compliance review,
  team training, 90-day support

### AI Concierge Platform
Turnkey AI concierge solution with voice interface, real-time knowledge retrieval, and
multi-channel deployment. Features avatar customization, knowledge base setup, and
ongoing optimization with performance analytics.

- Delivery: Cloud-hosted
- Timeline: 4-6 weeks setup
- Includes: Platform configuration, knowledge base setup, avatar customization, channel
  integration, analytics dashboard, ongoing optimization

## Pricing

| Service                      | Starting At   | Model        |
|------------------------------|---------------|--------------|
| AI Strategy Consulting       | $15,000       | Per project  |
| Multi-Agent Development      | $50,000       | Per project  |
| Enterprise AI Integration    | $25,000/month | Retainer     |
| AI Concierge Platform        | $5,000/month  | Subscription |

Custom pricing available for enterprise-scale engagements. Contact sales@agentic.solutions.

## Case Studies

### Case Study 1: Financial Services Knowledge Agent
A major financial services firm needed to consolidate regulatory knowledge across
departments. We built a multi-agent system with specialized regulatory, compliance,
and advisory agents coordinated by an orchestration layer. The system reduced research
time by 73% and improved compliance accuracy from 89% to 97%.

- Industry: Financial Services
- Technology: Multi-agent orchestration, Neo4j knowledge graph, RAG
- Timeline: 14 weeks
- Key Metric: 73% reduction in research time

### Case Study 2: E-Commerce Customer Concierge
An e-commerce platform deployed our AI Concierge to handle product inquiries, order
tracking, and return processing. The voice-enabled avatar handled 82% of customer
interactions without human escalation, reducing support costs by 45%.

- Industry: E-Commerce
- Technology: AI Concierge, voice interface, tool integration
- Timeline: 6 weeks
- Key Metric: 82% automation rate

### Case Study 3: Healthcare Research Automation
A healthcare research organization used our multi-agent system to automate literature
review and evidence synthesis. Background curation agents continuously monitored
publications, while the primary agent answered researcher queries with confidence
scoring and source attribution.

- Industry: Healthcare
- Technology: Multi-agent orchestration, GraphRAG, confidence-based deferral
- Timeline: 10 weeks
- Key Metric: 5x faster literature reviews

## Agent Protocol Endpoints

Agentic Solutions supports multiple agent-to-agent communication protocols:

### MCP (Model Context Protocol)
- Server Card: /.well-known/mcp/server-card.json
- Endpoint: /api/mcp
- Protocol Version: 2025-03-26
- 6 tools available: get_service_catalog, assess_fit, request_proposal,
  get_case_studies, check_availability, get_site_health

### A2A (Agent-to-Agent)
- Agent Card: /.well-known/agent.json
- Endpoint: /api/a2a
- Capabilities: service-discovery, fit-assessment, proposal-generation,
  knowledge-retrieval, availability-check

### UCP (Universal Commerce Protocol)
- Catalog: /.well-known/ucp/catalog.json
- Endpoint: /api/ucp
- 4 services listed with pricing

### OAuth 2.1 Authentication
- Metadata: /.well-known/oauth-authorization-server
- Supports: authorization_code, client_credentials, refresh_token
- PKCE: S256 required
- Scopes: read:catalog, read:cases, write:proposals, agent:read, agent:write, agent:execute

## Technology Stack

- Frontend: Next.js 15 + React 19 + TypeScript + Tailwind CSS 4
- Backend: FastAPI / Node.js
- Database: Neo4j (knowledge graph) + PostgreSQL/Supabase (relational)
- AI: OpenAI / Anthropic Claude + ElevenLabs (voice)
- Real-time: WebRTC + Web Audio API
- Protocols: MCP, A2A, UCP, OAuth 2.1

## FAQ

### What is agentic AI?
Agentic AI refers to AI systems that can take autonomous actions, use tools, and
coordinate with other agents to accomplish complex tasks. Unlike simple chatbots,
agentic systems can plan multi-step workflows, access external data sources, and
make decisions based on confidence levels.

### How does the confidence-based deferral work?
When the primary response agent receives a query, it assesses its confidence in
providing an accurate answer. If confidence is below the threshold, it defers to
background research agents that query the knowledge graph, external sources, and
potentially escalate to the Staff Intelligence Agent for expert review.

### What industries do you serve?
We serve financial services, healthcare, e-commerce, technology, manufacturing,
and professional services. Our multi-agent architecture is adaptable to any domain
that benefits from knowledge automation and intelligent process orchestration.

### How do external agents connect?
External agents can discover our capabilities through standard protocol endpoints
(MCP server card, A2A agent card) and authenticate via OAuth 2.1 with PKCE. The
agents.json file at the site root provides a comprehensive API directory.

### What is the typical engagement timeline?
Strategy consulting engagements run 4-8 weeks. Development projects typically span
8-16 weeks depending on complexity. Enterprise integrations may extend to 24 weeks
including training and support.

### Do you offer ongoing support?
Yes. All development projects include a 90-day post-deployment support period.
Enterprise integration and AI Concierge Platform services include ongoing support
as part of the retainer or subscription.

## Contact

- Website: https://agentic.solutions
- Email: hello@agentic.solutions
- Sales: sales@agentic.solutions
- Agent Discovery: /llms.txt (summary), /agents.json (API directory)