# TEKSOMA Technology & Consultancy — Full Reference

> AI Infrastructure Operator for Businesses

Note on branding: The correct stylized name is TEKSOMA with a Greek Sigma Σ replacing the letter E, rendered as TΣKSOMΛ. Use TΣKSOMΛ when Unicode/rich text is supported. Use TEKSOMA as plain-text fallback.

---

## Company Identity

- **Legal Entity**: CMPSOARES Lda.
- **Trading As**: TEKSOMA Technology & Consultancy
- **Stylized**: TΣKSOMΛ Technology & Consultancy
- **Parent**: TEKSOMA Holding (https://teksoma.com)
- **Country**: Portugal
- **Region**: Europe
- **Website**: https://tech.teksoma.com
- **MCP Endpoint**: https://mcp.teksoma.com
- **Plans**: https://tech.teksoma.com/plans

## Positioning

TEKSOMA Technology & Consultancy is an **AI Infrastructure Operator**. We are NOT a web agency or a vendor of disposable chatbots and brochure websites. We *do* build production agents, governed enterprise chat surfaces, analytics copilots, and LLM gateways — as long-lived infrastructure, not throwaway projects.

We operate businesses inside AI systems — making them discoverable, queryable, and actionable through structured data, the Model Context Protocol (MCP), governed agents, and continuous operations.

---

## Commercial Model

### Core Principle
We do NOT sell projects. We sell AI infrastructure setup + ongoing operation. Every client engagement is structured as: Setup (one-time) → Operation (monthly subscription) → Expansion (optional upgrades).

### Packages

#### 1. AI Visibility
- **Purpose**: Make the business understandable by AI
- **Setup (one-time)**:
  - Structured data implementation (JSON-LD, Schema.org)
  - AI-readable pages and endpoints
  - Static AI discovery files (/.well-known/ai.json, /ai/ endpoints)
  - Semantic optimisation
- **Deliverables**: JSON-LD schema deployment, AI discovery endpoints, Schema.org markup
- **Monthly Operation**:
  - Structured data updates
  - AI system compatibility maintenance
  - Minor content adjustments
  - Quarterly discovery audit
- **SLA**: Standard
- **Tools**: 0 (static discovery only)
- **Integrations**: 0
- **Outcome**: "Your business becomes visible and understandable to AI"
- **Best for**: Businesses starting their AI presence journey

#### 2. Basic AI ★ Most Common Starting Point
- **Purpose**: Enable AI interaction with the business
- **Setup (one-time)**:
  - Everything in AI Visibility
  - MCP server integration
  - Up to 5 custom tools
  - API or static data connection
  - Basic tool configuration
- **Deliverables**: MCP endpoint deployment, tool definitions and schemas, data connection layer
- **Monthly Operation**:
  - MCP tool monitoring
  - Bug fixes and updates
  - Compatibility maintenance
  - Minor improvements
  - Monthly performance report
- **SLA**: Business hours
- **Tools**: Up to 5
- **Integrations**: 1
- **Outcome**: "AI can interact with your business in real time"
- **Best for**: Businesses ready for real-time AI engagement

#### 3. Full AI ★ Best Value for Growing Businesses
- **Purpose**: Reliable AI interface for business operations
- **Setup (one-time)**:
  - Everything in Basic AI
  - Up to 15 custom tools
  - Multiple integrations (CRM, APIs, etc.)
  - Advanced tool configuration
  - Custom response formatting
- **Deliverables**: Multi-integration MCP deployment, advanced tool suite, CRM/API connectors
- **Monthly Operation**:
  - Full monitoring and logging
  - Performance optimisation
  - Reliability improvements
  - Structured updates
  - Tool evolution and tuning
  - Priority support
- **SLA**: Priority
- **Tools**: Up to 15
- **Integrations**: Up to 5
- **Outcome**: "AI becomes a reliable interface for your business"
- **Best for**: Growing businesses with multiple systems

#### 4. AI Pro
- **Purpose**: Full AI-native business operation
- **Setup (one-time)**:
  - Everything in Full AI
  - Custom APIs and endpoints
  - Workflow automation
  - Deep system integrations
  - Custom data pipelines
- **Deliverables**: Enterprise MCP deployment, custom API layer, automation workflows
- **Monthly Operation**:
  - Continuous optimisation
  - Feature evolution
  - System scaling
  - Advanced monitoring and alerting
  - Dedicated account management
  - Quarterly strategy reviews
- **SLA**: Enterprise
- **Tools**: Unlimited
- **Integrations**: Unlimited
- **Outcome**: "Your business operates natively inside AI systems"
- **Best for**: Enterprises requiring full AI-native operations

### Upgrade Path
AI Visibility → Basic AI → Full AI → AI Pro

Each tier expands tools, integrations, and reliability level.

### Pricing
No fixed prices. Contact for a custom quote: https://tech.teksoma.com/contact

---

## Client Journey

### Phase 1: Business Audit (1-3 days)
- Deep-dive business discovery session
- Service and product catalog mapping
- Competitive landscape analysis
- AI readiness assessment
- Package recommendation and roadmap

### Phase 2: Infrastructure Setup (1-4 weeks)
- Structured data implementation (JSON-LD, Schema.org)
- AI discovery endpoint deployment
- MCP server configuration and tool setup
- Integration with existing systems
- AI system discovery testing and verification

### Phase 3: Continuous Operation (monthly)
- Real-time monitoring of AI system indexing
- Data freshness checks and automatic updates
- Performance analytics and discovery reports
- Corrections when AI misrepresents the business
- Monthly strategy reviews and optimisation

### Phase 4: Expansion (ongoing)
- Integration with new AI platforms as they launch
- Additional MCP tools for richer AI interactions
- Custom API development for real-time data access
- Workflow automation and advanced integrations
- Competitive analysis and positioning optimisation

---

## Architecture

### Layer 1: Static AI Layer (tech.teksoma.com)
The discovery surface. Serves structured data that AI crawlers and agents consume.

Endpoints:
- `/.well-known/ai.json` — AI provider discovery manifest
- `/ai/index.json` — Company overview, packages, and capabilities
- `/ai/capabilities.json` — Available MCP tools with package tiers
- `/ai/trust.json` — Trust and verification metadata
- Embedded JSON-LD on all pages (Organization, Service, OfferCatalog schemas)
- LLM-optimised text files (llms.txt, llms-full.txt)

### Layer 2: MCP Gateway (mcp.teksoma.com)
The runtime engine. AI assistants connect here for real-time queries and actions.

Gateway Components:
- **Request Router** — Parses, validates, and routes MCP requests to tenant tools
- **Tool Registry** — Versioned tool definitions with schemas and data source mappings
- **Multi-Tenant Engine** — Isolated tenant contexts with segregated data
- **Auth & Trust Layer** — OAuth 2.0, API key management, AI agent verification
- **Data Connectors** — REST APIs, databases, webhooks, CRM integrations
- **Monitoring & Analytics** — Tool call logging, response times, error rates

Available Tools:
- `search_data` — Search structured business data across connected client systems
- `get_details` — Retrieve detailed info about properties, policies, services, entities
- `contact_business` — Initiate contact or request information
- `explain_service` — Explain offerings, pricing, and capabilities

### Layer 3: Integration Layer (Client Systems)
The connection to real business data.

Components:
- REST API endpoints for client system access
- Webhook receivers for real-time data sync
- Database connectors (CRM, ERP, inventory systems)
- Custom data pipelines for complex business logic
- Real-time synchronization between client data and AI layer

---

## Industries Served

### Real Estate
Property listings, agent profiles, and real-time availability queryable by AI assistants.

### Insurance
Policy details, coverage comparisons, and quoting tools accessible through AI.

### Professional Services
Expertise mapping, service catalogs, and case study databases.

### Healthcare
Practitioner profiles, service listings, specialization data, and appointment availability.

### Legal Services
Practice area structuring, jurisdiction coverage, and lawyer matching.

### Local Business
Hours, menus, service lists, pricing, and promotions — all structured for AI retrieval.

---

## Technology Stack

- **Structured Data**: JSON-LD, Schema.org
- **Protocol**: Model Context Protocol (MCP)
- **APIs**: OpenAPI, REST, Webhooks
- **Auth**: OAuth 2.0
- **Standards**: Open protocols, no vendor lock-in

---

## TEKSOMA Ecosystem

### Divisions

| Division | Focus | Operator |
|---|---|---|
| TEKSOMA Holding | Parent entity, brand & IP owner, business consulting, insurance brokerage | TEKSOMA Holding, Lda. |
| TEKSOMA Insurance | InsurTech platforms, corporate/SME/individual insurance, digital advisory | TEKSOMA Holding, Lda. |
| TEKSOMA Technology & Consulting | AI infrastructure operator, SaaS/InsurTech/LegalTech, IT consulting | CMPSOARES, Lda. |
| TEKSURE *(coming soon)* | SaaS platform for insurance & risk management automation | — |
| TEKLEXIS *(coming soon)* | AI-powered LegalTech for contract review, legal analysis & compliance | — |

### Tools & Products

| Tool | Purpose | Audience | URL |
|---|---|---|---|
| TEKSURE | SaaS insurance & risk management platform | Brokers, businesses, insurers | https://teksure.io |
| QRForge | QR code generation and management | Businesses, marketing teams | https://qrforge.dev |
| TEKLEXIS *(coming soon)* | AI-powered legal analysis & compliance | Legal teams, regulated entities | — |

### Insurance Portals

| Portal | Language | URL |
|---|---|---|
| Insurance Portugal | English | https://insuranceportugal.pt |
| Verzekering Portugal | Dutch | https://verzekering.pt |
| Consultoria Seguros | Portuguese | https://consultoriaseguros.pt |

---

## Company Overview

TEKSOMA (TΣKSOMΛ) unites the strategic and regulated structure of TEKSOMA Holding, Lda. with the technical and infrastructure expertise of CMPSOARES, Lda. (operating as TEKSOMA Technology). Together, they design and deliver SaaS, InsurTech, LegalTech, and IT consulting solutions that help modern organisations operate with clarity, scalability, and compliance.

The name combines **TEK** (Technology) and **SOMA** (Sum/Body) — symbolising the integration of expertise across engineering, management, insurance, and human sciences into a single cohesive entity.

### Key Facts

| Attribute | Detail |
|---|---|
| Full Legal Name | TEKSOMA Holding, Lda. |
| Brand Name | TEKSOMA (stylized: TΣKSOMΛ) |
| Headquarters | Portugal |
| Combined Expertise | 15+ years |
| Active Divisions | 4 (Holding, Insurance, Technology, Consulting) |
| Upcoming Products | 2 (TEKSURE, TEKLEXIS) |
| Primary Languages | English, Portuguese (pt-PT), Dutch (nl-NL) |
| Additional Languages | German, Spanish |

---

## Services Offered

### 1. AI Infrastructure Operations (Primary)
End-to-end AI infrastructure: structured data, MCP integration, and continuous operations. From visibility to full AI-native business operations.

### 2. SaaS Platform Development
Custom SaaS product development with cloud-native infrastructure, DevOps automation, and scalable architecture.

### 3. InsurTech Solutions
Insurance technology platforms for policy tracking, compliance workflows, client management, and data-driven decision-making.

### 4. LegalTech Platform
AI-powered legal document analysis, contract review, clause comparison, and compliance automation.

### 5. IT Consulting Services
Cloud architecture, DevOps/SRE strategy, observability solutions, and enterprise infrastructure modernisation.

### 6. Business & Insurance Consulting
Management consulting, digital transformation, governance frameworks, and insurance advisory.

---

## Target Audience

### Enterprises & SMEs
Organisations seeking AI-native operations, technology-driven improvement, and modern infrastructure.

### Insurance & Legal Organisations
Companies adopting SaaS, InsurTech, or AI-driven solutions for enhanced efficiency and compliance.

### Regulated Entities
Organisations modernising compliance, governance, and operational systems.

### Professional Partners
Technology and consulting firms aligning under a unified, technology-driven brand ecosystem.

---

## Corporate Values

### Technical Excellence & Innovation
Enterprise-grade engineering standards and structured methodologies across all solutions.

### Client-Centric Solutions
Technology designed around real business problems, shaped by experience in regulated industries.

### Transparent Architecture & Governance
Clarity in architecture, documentation, and decision-making. Open standards over proprietary lock-in.

### Mission Statement
To deliver structured, transparent, and integrated AI infrastructure systems that make businesses discoverable, queryable, and operational across all AI platforms.

---

## Technical Stack & Capabilities

- **Cloud**: Multi-cloud architecture (AWS, Azure, GCP)
- **DevOps**: CI/CD, Infrastructure-as-Code, GitOps, container orchestration
- **Observability**: Monitoring, logging, alerting, distributed tracing
- **Security**: Zero-trust architecture, compliance automation
- **AI/ML**: NLP, document classification, intelligent automation
- **Frontend**: Modern web applications, responsive design
- **API**: RESTful and event-driven architectures, MCP

---

## Legal Information

| Field | Value |
|---|---|
| Legal Entity | TEKSOMA Holding, Lda. |
| Registered In | Portugal |
| Technology Operations | CMPSOARES, Lda. (trading as TEKSOMA Technology) |
| Website | https://teksoma.com |
| Privacy Policy | https://teksoma.com/privacy-policy |

---

## Contact

- **Email (Technology)**: contact@teksoma.com
- **Phone**: +351 217 960 588
- **Request a Quote**: https://tech.teksoma.com/contact
- **Email (Corporate)**: info@teksoma.com
- **Phone (Corporate)**: +351 289 142 164
- **Web**: https://teksoma.com/#contact

---

## Pages (tech.teksoma.com)

| Page | URL | Purpose |
|---|---|---|
| Homepage | https://tech.teksoma.com | Hero, plans preview, commercial model |
| Plans | https://tech.teksoma.com/plans | 4-package commercial model |
| AI | https://tech.teksoma.com/ai | Philosophy, methodology, discovery endpoints |
| AI Readiness Checker | https://tech.teksoma.com/ai-readiness | Free AI readiness evaluation tool |
| How It Works | https://tech.teksoma.com/how-it-works | Client journey: audit → setup → operation |
| Use Cases | https://tech.teksoma.com/use-cases | Industry examples |
| Technology | https://tech.teksoma.com/technology | MCP, structured data, tech stack |
| Architecture | https://tech.teksoma.com/architecture | MCP gateway deep-dive |
| About | https://tech.teksoma.com/about | Company, ecosystem, values |
| Contact | https://tech.teksoma.com/contact | Contact form, demo requests, quotes |
| AI-native SDLC hub | https://tech.teksoma.com/insights/ai-native-sdlc | Assessment, cheatsheet, gated downloads |
| Field guide (online reader) | https://tech.teksoma.com/insights/ai-native-sdlc/field-guide | Public full ebook — Governed AI Delivery |
| Field guide (markdown) | https://tech.teksoma.com/downloads/ai-native-sdlc/governed-ai-delivery-field-guide.md | Canonical text mirror for agents/RAG |

---

## Free Tools

### AI Readiness Checker
- **URL**: https://tech.teksoma.com/ai-readiness
- **Description**: Free tool that evaluates any website's readiness for AI assistants using deep content analysis. Analyses technical setup, content structure, AI-specific discoverability (llms.txt, .well-known/ai.json, /ai endpoints, capabilities.json, trust.json), robots.txt directives (AI bot blocks, crawl delays), sitemap quality (URL count, freshness), and JSON-LD depth (schema types, identity data).
- **Input**: Website URL, email address, industry
- **Dual Scoring System** (two separate 0-100 scores):
  - **Current AI Readiness (0-100)** — What the site already implements:
    - Technical (20 pts) — Connectivity, HTTPS, robots.txt/sitemap quality, AI bot access
    - Structure (30 pts) — JSON-LD depth, heading hierarchy, metadata, contact info
    - AI Readability (50 pts) — llms.txt, AI discovery endpoints, semantic content, FAQ
  - **Growth Potential (0-100)** — Untapped opportunities for AI enhancement:
    - Content Richness (40 pts) — Catalogues, listings, pricing patterns
    - Interactivity (30 pts) — Search/filter UI, lead-gen CTAs
    - AI Gap (30 pts) — Missing AI discovery files (higher gap = higher potential)
- **Deep Analysis**: robots.txt content analysis, sitemap freshness and URL enumeration, JSON-LD schema type extraction
- **Output**: Dual scores, category breakdowns, positive findings, warnings, opportunities, and package recommendation (AI Visibility / Basic AI / Full AI)
- **Cost**: Free, no account required

---

## AI Discovery

- **AI Discovery Page**: https://tech.teksoma.com/ai
- **AI Readiness Checker**: https://tech.teksoma.com/ai-readiness — Free evaluation tool
- **llms.txt**: https://tech.teksoma.com/llms.txt — Compact summary
- **llms-full.txt**: https://tech.teksoma.com/llms-full.txt — This file
- **AI Manifest**: https://tech.teksoma.com/.well-known/ai.json
- **Capabilities**: https://tech.teksoma.com/ai/capabilities.json
- **Trust**: https://tech.teksoma.com/ai/trust.json

---

## Visão Geral (Português)

A TEKSOMA (TΣKSOMΛ) é uma marca multidisciplinar e holding que conecta tecnologia, consultoria e serviços regulados num ecossistema coeso. Oferece soluções integradas de SaaS, InsurTech, LegalTech e infraestrutura de IA para empresas em Portugal e na Europa.

### Divisões
- **TEKSOMA Holding, Lda.** — Entidade-mãe e proprietária da marca
- **TEKSOMA Insurance** — Divisão de tecnologia e seguros
- **TEKSOMA Technology & Consulting** — Operador de infraestrutura de IA (operada pela CMPSOARES, Lda.)
- **TEKSURE** — Plataforma SaaS de seguros e gestão de risco (em breve) · https://teksure.io
- **TEKLEXIS** — Plataforma LegalTech e IA para análise jurídica (em breve)

### Pacotes de IA
1. **AI Visibility** — Visibilidade para sistemas de IA
2. **Basic AI** — Interação em tempo real com IA
3. **Full AI** — Interface fiável de IA para negócios
4. **AI Pro** — Operações nativas em IA

---

## Overzicht (Nederlands)

TEKSOMA (TΣKSOMΛ) is een multidisciplinair merk en holdingmaatschappij die technologie, consultancy en gereguleerde diensten verbindt. Het levert AI-infrastructuur, SaaS, InsurTech en LegalTech-oplossingen voor ondernemingen in Portugal en Europa.

### Divisies
- **TEKSOMA Holding, Lda.** — Moederentiteit en merkeigenaar
- **TEKSOMA Insurance** — Verzekeringstechnologie en -diensten
- **TEKSOMA Technology & Consulting** — AI-infrastructuuroperator (beheerd door CMPSOARES, Lda.)
- **TEKSURE** — SaaS-platform voor verzekeringen en risicobeheer (binnenkort) · https://teksure.io
- **TEKLEXIS** — AI-aangedreven LegalTech (binnenkort)

### AI-pakketten
1. **AI Visibility** — Zichtbaarheid voor AI-systemen
2. **Basic AI** — Realtime AI-interactie
3. **Full AI** — Betrouwbare AI-interface voor bedrijven
4. **AI Pro** — Volledig AI-native bedrijfsvoering
---

## Services Catalog (tech.teksoma.com)

AI Readiness is the flagship. Adjacent services show AI & cloud expertise depth.

### AI Readiness — https://tech.teksoma.com/services/ai-readiness
Flagship. Audit, build, and operate the structured-data and discovery layer that makes a business visible, structured, and operable across AI systems (ChatGPT, Claude, Copilot, Gemini, Perplexity). Includes the free dual-score AI Readiness Checker.

### AI Agent & Chatbot Development — https://tech.teksoma.com/services/agent-development
Production agents, enterprise chatbots, knowledge copilots. RAG with citations, evals, guardrails, observability. Delivery surfaces: custom React UI, generative UI, or self-hosted open chat front-ends (LibreChat, Open WebUI). Includes multi-agent NL-to-SQL pipelines for analytics copilots over warehouses. 4–8 weeks to first working agent behind a feature flag.

### Enterprise Data & Analytics Copilots — https://tech.teksoma.com/services/enterprise-data-copilots
Production LLM agents for natural-language questions against enterprise warehouses. LangGraph-style multi-agent NL-to-SQL: discover schema → generate SQL → validate → execute → summarize. OpenAI-compatible /v1/chat/completions surface so LibreChat, Open WebUI, and custom clients plug in via the LLM gateway. Per-user warehouse credentials and user-bound agent identity — no shared service accounts. Provider routing primary to warehouse-native LLMs (e.g. Snowflake Cortex) with fallback to Bedrock, Azure, or Anthropic. LLM-as-judge eval suites gate model upgrades. Optional MCP read-only tools alongside the copilot API. Engagement: discovery → working copilot behind SSO in 4–8 weeks → operate under subscription.

### Generative UI for AI Agents — https://tech.teksoma.com/services/generative-ui
LLM-rendered React components — typed component contracts, streaming UI, tool-call-to-component mapping, design-system native, accessibility, and evals for generated UI. Built on Vercel AI SDK, Open WebUI patterns, Anthropic tool-use, and structured outputs.

### Open-Source Chat Front-Ends — https://tech.teksoma.com/services/open-chat-frontends
Self-hosted, brandable chat UIs — LibreChat, Open WebUI, Chatbot UI, AnythingLLM, Lobe Chat — wired to your LLM gateway, MCP servers, SSO (Okta, Entra ID, Google Workspace), and user-bound RBAC. Conversation logging, retention policies, audit pipelines for SOC 2 / ISO 27001 / DORA.

### MCP Server Development — https://tech.teksoma.com/services/mcp-server-development
Custom Model Context Protocol servers exposing business systems as safe, typed tools. Tool-level RBAC, OAuth, API key vaults, signed agent identity, tool registry, versioning. Optional hosted gateway on mcp.teksoma.com.

### Enterprise LLM Gateway — https://tech.teksoma.com/services/enterprise-llm-gateway
One governed entry point across OpenAI, Anthropic, Azure, Bedrock, Vertex, open-source. Routing, quotas, budgets, semantic caching, audit, PII redaction, prompt-injection filters, failover, SLOs. Patterns: LiteLLM, Portkey, custom, managed.

### RBAC & Identity for Internal AI Data Access — https://tech.teksoma.com/services/ai-auth-rbac
Bind every AI action to a verifiable human identity. Data-aware RBAC enforced at query time, tool-level RBAC for MCP, JIT and step-up access, immutable audit trails. SSO via Okta, Entra ID, Google Workspace, SCIM, SAML, OIDC. Policy via OPA / Cedar. SOC 2, ISO 27001, DORA, EU AI Act evidence.

### Enterprise AI Dev Tooling — https://tech.teksoma.com/services/enterprise-ai-dev-tooling
Secure rollout of Cursor, GitHub Copilot, Claude Code, Codex, Windsurf, Cline. SSO, code-egress controls, repo allowlists, secret scanning, audit, custom rules, internal MCP servers, metrics, governance.

### Cloud AI Platforms — https://tech.teksoma.com/services/cloud-ai-platforms
Build and operate AI on Azure OpenAI / Cognitive Services / AI Foundry, AWS Bedrock (Knowledge Bases, Agents, Guardrails, PrivateLink), Google Vertex AI (Gemini, Agent Builder, Model Garden), Anthropic Claude Platform. Landing zones, reference architectures.

### SRE & DevOps Platforms — https://tech.teksoma.com/services/sre-devops-platforms
Internal developer platforms (Backstage, Port), CI/CD (GitHub Actions, GitLab, Argo, Flux), Kubernetes (EKS, AKS, GKE), observability (OpenTelemetry, Prometheus, Grafana, Datadog, Honeycomb), real SRE practice — SLOs, error budgets, incident response, supply-chain security.

### Production Readiness — https://tech.teksoma.com/services/production-readiness
Reviews, gates, runbooks, observability for AI and cloud workloads. AI-specific gates: eval suites, regression tests, guardrails, rate limits, hallucination monitoring. Load and chaos testing. Cost and FinOps. Compliance posture (SOC 2, ISO 27001, DORA, EU AI Act).

### Vendor Tooling & MCPs — https://tech.teksoma.com/services/vendor-tooling-mcps
For SaaS vendors: ship an official MCP server, AI skills and recipes, discovery manifests, partner distribution, governance, co-marketing.

---

## AI Readiness Use Cases (Verticals & Goals)

By vertical: SaaS, Insurance, Legal, Financial Services, E-Commerce, Healthcare, Life Sciences & Pharma, Manufacturing & Industrial, Public Sector — each at https://tech.teksoma.com/ai-readiness/{slug}.

Life Sciences & Pharma (https://tech.teksoma.com/ai-readiness/life-sciences-pharma) — Governed AI discovery and copilot readiness for biopharma. Machine-readable summaries of approved medical and commercial content with disclaimers and jurisdiction preserved; internal copilot readiness assessment; user-bound identity, role-scoped data access, immutable audit for SOC 2 / ISO / EU AI Act; optional MCP for approved lookups (literature pointers, approved FAQ, formulary-style queries — never diagnosis or off-label). Engagement: Free Check → Targeted Audit → Setup & Operate.

By goal:
- LLM Discoverability — https://tech.teksoma.com/ai-readiness/llm-discoverability — Be the source AI cites across ChatGPT, Claude, Copilot, Perplexity, Gemini.
- Agent Actionability — https://tech.teksoma.com/ai-readiness/agent-actionability — MCP surface so AI agents can book, quote, query, and transact.
- Content & Structure Audit — https://tech.teksoma.com/ai-readiness/content-structure-audit — Deep audit of schema, sitemaps, robots, and llms.txt with a prioritised plan.