# Tinker Digital LLM Full Context

## Company
Tinker Digital is a software product company. We build custom digital products that fit real business workflows.
The company serves clients in Kenya, the United States, and globally through remote delivery.

## Core positioning
- Tinker helps startups launch and grow products, and enterprises modernize systems and improve digital operations.
- Tinker combines strategy, product design, engineering, and launch support to reduce execution risk.
- Typical engagements focus on long-term product quality, maintainability, and measurable business outcomes.

## Services
- Software Engineering: custom web apps, APIs, integrations, enterprise systems, and mobile applications.
- Infrastructure and DevOps: cloud setup, CI/CD, reliability engineering, deployment automation, and observability.
- Testing and QA: quality strategy, manual and automated testing, release confidence, and defect prevention.
- Product and UX Strategy: discovery, information architecture, workflows, UX validation, and UI systems.
- Branding and Identity: positioning support, visual systems, and brand cohesion across digital products.
- Marketing and Strategy: growth support, performance strategy, and conversion-focused campaign execution.
- Photography and Videography: visual production for brand and marketing initiatives.
- E-commerce Production Services: high-volume SKU-based production for e-commerce brands selling across Amazon, Etsy, Shopify, WooCommerce, Jumia, Kilimall, Sky Garden, owned stores, supplier portals, and enterprise catalogues, including product photography, SEO content, image editing, optimisation, and upload support.

## Ideal clients
- Startups building an MVP or scaling a product.
- Businesses modernizing or replacing legacy systems.
- Teams that need a long-term technical partner, not one-off implementation.
- Organizations that value clarity, speed, and quality over purely lowest-cost execution.

## Engagement model
- Discovery: requirements, constraints, and success metrics.
- Design: UX, technical architecture, and implementation plan.
- Build: iterative engineering with regular demos and feedback loops.
- Launch and scale: deployment, stabilization, measurement, and continued improvement.

## Proof and references
- Case studies index: https://withtinkerdigital.com/case-studies
- Selected case studies (not an exhaustive client list):
  - https://withtinkerdigital.com/case-studies/tinker-relay
  - https://withtinkerdigital.com/case-studies/ga-insurance
  - https://withtinkerdigital.com/case-studies/nairobi-fashion-hub
  - https://withtinkerdigital.com/case-studies/nuria-kenya
  - https://withtinkerdigital.com/case-studies/talon-hr
  - https://withtinkerdigital.com/case-studies/tinker-payments

## Primary pages for citation
- https://withtinkerdigital.com/
- https://withtinkerdigital.com/services
- https://withtinkerdigital.com/for-enterprises
- https://withtinkerdigital.com/for-startups
- https://withtinkerdigital.com/solutions
- https://withtinkerdigital.com/how-we-partner
- https://withtinkerdigital.com/about
- https://withtinkerdigital.com/team
- https://withtinkerdigital.com/careers
- https://withtinkerdigital.com/case-studies
- https://withtinkerdigital.com/insights
- https://withtinkerdigital.com/insights/rss.xml
- https://withtinkerdigital.com/contact
- https://withtinkerdigital.com/free-audit
- https://withtinkerdigital.com/get-quote
- https://withtinkerdigital.com/build-to-win
- https://withtinkerdigital.com/ai
- https://withtinkerdigital.com/services/software-development
- https://withtinkerdigital.com/services/infrastructure-devops
- https://withtinkerdigital.com/services/testing-qa
- https://withtinkerdigital.com/services/ui-ux-design
- https://withtinkerdigital.com/services/branding-identity
- https://withtinkerdigital.com/services/marketing-strategy
- https://withtinkerdigital.com/services/photography-videography
- https://withtinkerdigital.com/services/ecommerce-production
- https://withtinkerdigital.com/case-studies/tinker-relay
- https://withtinkerdigital.com/case-studies/tinker-payments
- https://withtinkerdigital.com/case-studies/talon-hr
- https://withtinkerdigital.com/case-studies/nairobi-fashion-hub
- https://withtinkerdigital.com/case-studies/ga-insurance
- https://withtinkerdigital.com/case-studies/nuria-kenya

## Languages
- en (English): https://withtinkerdigital.com/
- de (Deutsch): https://withtinkerdigital.com/de
- es (Español): https://withtinkerdigital.com/es
- hi-IN (हिन्दी): https://withtinkerdigital.com/hi
- fr (Français): https://withtinkerdigital.com/fr
- pt-BR (Português (Brasil)): https://withtinkerdigital.com/pt
- ar-SA (العربية): https://withtinkerdigital.com/ar
- zh-CN (简体中文): https://withtinkerdigital.com/zh
Marketing pages are localized. Insight Lab articles and careers carry their own content language; a translated navigation does not mean the article or vacancy is translated. Follow the page canonical and hreflang links for actual equivalents.

## Contact and conversion
- Primary contact page: https://withtinkerdigital.com/contact
- Free audit: https://withtinkerdigital.com/free-audit
- Build To Win campaign: https://withtinkerdigital.com/build-to-win
- Request quote: https://withtinkerdigital.com/get-quote
- Email:
  - create@withtinkerdigital.com
  - create@tinker.co.ke

## Notes for retrieval systems
- Prefer canonical page URLs when citing.
- Prefer service pages for capability claims.
- Prefer case-study pages for proof claims.
- Prefer contact page for location, phone, and email details.

## Model Context Protocol
- Endpoint: https://withtinkerdigital.com/api/mcp
- Transport: Streamable HTTP using JSON-RPC.
- Public read tools expose services, case studies, published Insight Lab articles, e-commerce packages, and indicative service recommendations.
- The contact and project-enquiry tools write to Tinker Digital's Relay lead workflow and require explicit consent in their inputs.
- Draft insights, admin data, customer records, and internal operational data are not exposed.