SERVICES / PLAN AI
Ideas into products.
Work into possibility.
Free consultation & quote · Reply within 1 business day · NDA available
- Document fields
- Matched
- Exceptions
- Human review
Uncertain items stay with the reviewer.
01 / HOW WE BEGIN
Start where you are.
Web, apps & platforms
Bring an idea to launch with user experience and operational features designed together.
2-week pilot
Test one core workflow with a working system before a bigger decision.
AI products & systems
Design AI capabilities and user experience together in a production-ready product.
Automation & integration
Connect repeatable work so people can focus on decisions that matter.
All prices exclude VAT. Scope, schedule and price are documented before the project begins.
02 / VALIDATE
Start small. Decide with evidence.
Validate one core workflow on real data in 14 days. Leave with evidence for your next investment and code you can continue building on.
Explore the 14-day pilotFor teams adopting AI for the first time, testing technical risk, or making an idea tangible for stakeholders.
Select a stage to explore the work.
Choose one workflow and agree measurable success criteria. Scope, schedule and price are documented before work begins.
03 / DIGITAL PRODUCTS
From the customer experience
to the systems behind it.
Brand websites, booking and commerce services, mobile apps, SaaS and platforms. We design the customer journey and operational workflow as one product.
- Product planning, UX/UI design, web and mobile interfaces
- Accounts, permissions, payments, admin tools and integrations
- Interactive 3D and other product experiences scoped to your needs
- Testing, deployment, full source code and operating documents
We agree scope, schedule and price before the contract, based on essential features and your launch goal.
Discuss a web or app project04 / CREATE
AI beyond a feature.
A complete product.
LLM apps, AI agents, RAG, AI SaaS and platform MVPs. Designed as one system, from user experience to data, security and operations.
- Knowledge search with sources and multi-step work agents
- Prompt and evaluation frameworks tested on real data
- Deployed product, admin interface, full source code and operating documents
Clear actions, source references and a review queue — designed around the person doing the work.
05 / CONNECT
Systems for repetition. People for judgment.
Receive
Requests · Documents · Data
Process
Classify · Generate · Compare
Review
Uncertain cases go to a person
Record
Results · History · Alerts
Connect ERP, commerce, messaging, email and internal APIs. Low-confidence decisions are flagged for review, with failure monitoring and alerts included.
06 / CAPABILITIES
What we can build, specifically.
01AI products & servicesFrom an AI product MVP to a production service.
Good for
- AI-first services: generation, analysis, recommendation and matching
- AI features in an existing product: recognition, summarization and chat
- An AI MVP to validate an idea
What you receive
- Deployed AI service and admin interface
- Prompt and evaluation framework, validated on real data
- Source code, deployment environment and operating documents
02AI agents & RAGKnowledge search with sources and agents that carry out work.
Good for
- Internal knowledge and policy search with cited sources
- Agents that reason through and execute multiple steps
- Support assistants with hallucination guardrails
What you receive
- RAG pipeline and evaluation report
- Agent API or integration module
- Prompts, operating documents and source code
03Workflow automationDocuments, data entry and reviews with human approval built in.
Good for
- Document comparison, order checks and data entry
- Repeatable review and classification rules
- Recurring reports and summaries
What you receive
- Web workspace for upload, review and approval
- Extraction and matching pipeline that flags uncertain values
- Source code, operating documents and user guide
04Web products & platform MVPsA complete first version, including an admin interface.
Good for
- A first version to validate a product idea
- Membership and payment based services
- Internal portals, reservations and application sites
What you receive
- Deployed web service
- Admin interface included
- Source code, deployment environment and operating documents
05Data pipelinesReliable collection, cleaning and scheduled reporting.
Good for
- Recurring collection of external product, price or notice data
- Cleaning and integrating internal data
- Scheduled reports
What you receive
- Collection and cleaning pipeline with database
- Automated sheet, document or email reports
- Failure monitoring and alerts
06System integrationConnect ERP, commerce, messaging and internal APIs.
Good for
- Data exchange between ERP, commerce and internal systems
- Kakao, email and messenger integrations
- Payments, maps, authentication and other external APIs
What you receive
- Integration APIs and middleware
- Documented integration and conflict rules
- Failure alerts
07Dashboards & admin toolsAn operating view your team can use without coding.
Good for
- A single view of data from multiple systems
- Tools that non-developers can update directly
- Views tailored to user permissions
What you receive
- Web dashboard and admin interface
- Permission management
- Operating manual
08Maintenance & improvementUnderstand existing code and improve what comes next.
Good for
- New features and performance improvements
- Recovering and maintaining unattended code
- Taking over a third-party implementation
What you receive
- Improved code and change documentation
- Defect warranty support
- Optional monthly maintenance plan
07 / WORKING TOGETHER
A clear process. At every step.
Reach out
Send a line about what you need. A formal brief is optional.
Free consultation
We explain feasibility, expected cost and timing. If another approach fits better, we say so.
Agree the quote
Agree scope and a fixed quote in writing before signing.
Build together
Review progress together and use the preview as soon as screens are ready.
Hand over
Receive the product, source code and operating guide with no usage expiry.
Support
One-month defect warranty, with optional monthly maintenance by agreement.
All engagements include full source handover and a one-month defect warranty. Payment is 50% at contract and 50% after acceptance.
View pricing & inclusionsLET’S MAKE WHAT’S NEXT.