Custom software,
designed, built, and automated.
webvise builds internal tools, portals, dashboards, AI-assisted workflows, and production-ready web applications — built AI-natively and shipped in weeks, not months.
Product surfaces from recent builds
Dashboard screenshots and operating views from recent builds: agent consoles, workflow boards, research pipelines, and review systems.
View the workMargin dashboard for delivery work
A design-led MVP concept for service companies that sell finished outcomes through governed workflows. Relay scopes the result, lets agents run the workflow, routes work through human review gates, ships the deliverable, and shows the margin on every run.

Typed tool contracts for agents

Memory health monitoring

Research-to-pitch pipeline

Application admin dashboard

On-site assistant chatbot

Delivery without the layers
Responsibility stays in one place, from first call to launch: AI-native implementation, delivered in clear phases.
Direct
One point of contact, no handoffs
Scoped
System before estimate
Built
UX, backend, deployment
Support
Optional after launch
Conversion quality
+210%
Custom systems for real work
Dashboards, portals, automations, and applications your team actually works inside. Built around your real processes and connected to the tools you already use — so the software fits the way your team works, not the other way around.
Discuss your projectInternal tools and dashboards
Custom dashboards and admin tools for teams that need one reliable place to manage data, workflows, users, and operations.
AI-assisted workflow automation
Human-in-the-loop AI workflows for repeated work like document processing, lead research, support triage, reporting, and internal handoffs.
Client portals and business apps
Secure portals and business applications for customers, members, partners, or internal teams, with login, roles, files, forms, and workflows.
Booking and event platforms
Custom booking and event systems with registration, participant management, reminders, check-in, and admin backends.
Website-to-app upgrades
Turn slow WordPress or static websites into fast Next.js applications connected to forms, CRM, analytics, automations, and AI workflows.
Services behind the systems
Whether you need a focused landing page, a WordPress migration, an AI workflow, or a full-stack application, webvise combines design, engineering, and automation into one production-ready delivery process.
See how projects are scopedLanding Pages
Your next idea, live in days.
1-2 weeksWordPress → Next.js Migration
From slow to instant. In 1-2 weeks.
1-2 weeksAI Consulting
Your AI roadmap, from an engineer who ships it daily.
2-4 weeksMVP Development
From idea to live users in 3 weeks.
3-5 weeksAI and Automation
Your first AI agent, live in 3 weeks.
3-6 weeksFull-Stack Applications
Software shaped around your business operations.
4-10 weeksSenior-led delivery. No agency overhead.
Traditional agencies split strategy, design, development, and delivery across multiple people. webvise keeps the loop tight: you work directly with Sebastian, the engineer responsible for understanding the workflow, designing the system, building the application, and shipping it to production.
AI-native development shortens the timeline, while product and architecture decisions stay in experienced hands.
Read about SebastianDirect access to the person building the system.
No account-manager layer.
No junior handoff.
Faster decisions and shorter feedback loops.
Full-stack ownership from UX to deployment.
AI-amplified delivery without losing engineering judgement.
Optional support and improvement after launch.
Stack for typed apps and AI workflows
A compact production stack for fast interfaces, typed backend logic, reliable data, AI integrations, deployment, and monitoring. Proven tools over trends: every choice keeps your system fast to build, easy to maintain, and ready to grow.
See it in productionWhy teams choose webvise
Speed, quality, and strategic product thinking keep the shipped system aligned with the business goal behind the brief.
Launch in Weeks
From concept to production in 2-4 weeks. Daily deployments, weekly demos, and continuous iteration keep momentum high.
Built around the workflow
Production tools are chosen around the workflow, data model, and support plan.
Performance as a Feature
Performance budgets, responsive layouts, and technical SEO are planned into each build.
Still planning?
Time to ship.
Most products die between plan and launch. Skip that gap.
Client feedback
Real feedback from people who worked directly with Sebastian.
Sebastian accurately implemented our Figma designs and helped us launch our new website, significantly improving user engagement and conversions.
P. Berger
CTOI've worked with Sebastian for several years. He consistently delivers high-quality work under tight deadlines. Reliable, professional, and always a step ahead.
N. Liverman
Founder, Old World LabsWebvise developed my client management app in just two weeks. The app has been fast, stable, and highly performant from day one. A true business asset.
D. Dittmer
EntrepreneurWe've collaborated with Sebastian for several years across multiple projects. He successfully delivered several iterations of our portfolio websites and a custom application that scaled with our business.
V. Bauer
CEOSebastian built my MVP within a week and guided me step-by-step on how to grow and scale it afterwards. His mentorship gave me the tools to independently expand the project.
L. Brauer
DesignerSebastian built and continues to manage our website, providing reliable support for several years. His consistent quality and dependability have been essential for our online presence.
S. Kundoch
Engineer, MP BauCase Studies
Named work with screenshots, scope, stack, and what shipped.
View All Case Studies
Relay: A Delivery Engine Concept for AI-Native Service Companies
A design-led MVP concept for service companies that sell finished outcomes through governed workflows. Relay scopes the result, lets agents run the workflow, routes work through human review gates, ships the deliverable, and shows the margin on every run.

Keel: An Agent-Native Infrastructure Concept for SaaS Products
A design-led MVP concept for making any SaaS product usable by AI agents. Keel introspects a product's API, UI, and docs, turns every operation into a typed, named tool with a hosted MCP server, and exposes one governed endpoint behind scopes, guardrails, and approval gates. Every call is scoped, traced, and replayable.

Morrow: A Company-Memory Concept for AI-Native Teams
A design-led MVP concept for giving AI agents company memory they can trust. Morrow pulls Slack, Linear, GitHub, Notion, calls, and tickets into one reviewed context layer, turns it into executable skill files, and serves it to agents through an API. Every answer carries the evidence it came from.

A Claude Code Research Studio for a Documentary Producer
We built a private AI research and writing studio for a documentary producer pitching to Germany's largest public broadcasters. Hieronymus Vault combines an Obsidian-native knowledge base, a versioned stylometric corpus, custom Claude Code skills, and a multi-agent fan-out architecture. Idea to broadcaster-ready DOCX in under three hours. In his voice. Every claim source-traced.

How We Built Our Own Website with AI Agents and Full Transparency
webvise.io is a production Next.js application with structured multilingual content, reviewed case studies, a Gemini-powered chat interface, and every page maintained across 7 languages.

Financing Certificate Platform for a Berlin Real Estate Service
Full-stack platform with automated PDF certificates, 10-step financing form, and admin dashboard for OHYP GmbH, a real estate service helping property buyers prove their creditworthiness to agents and sellers in under 24 hours.
Delivery process
Five delivery stages turn scope into a launched product with visible progress, review points, and production checks.
Discovery
Discovery clarifies the vision, audience, goals, success criteria, and project scope.
Planning
A tailored roadmap with milestones, technology recommendations, and a clear timeline for delivery.
Execution
Weekly demos, rapid iterations, and daily deployments. You see progress every step of the way.
Optimization
Performance, accessibility, conversion, build quality, and launch checks stay visible through testing and refinement.
Launch and Support
Deployment moves to the agreed target with documentation, monitoring where needed, and the support window defined before launch.
Three paths. One keeps ownership direct.
Traditional agencies add layers. Task-only vendors narrow the scope. webvise keeps responsibility in one place, with AI-native delivery.
webvise
webvise modelDirect senior ownership from workflow to production.
- Time to launch
Shorter loops and phased delivery
- Cost structure
Scoped around the system you need
- Ownership
Yours, on your infrastructure
- Risk
Decisions stay with the builder, no junior handoff
In-house hire
Build the team before you build the system.
- Time to launch
Months before full momentum
- Cost structure
Salary, hiring, and management overhead
- Ownership
Full, long-term
- Risk
Hiring misses and slow ramp-up
Traditional agency
Strategy, design, and delivery split across layers.
- Time to launch
Longer cycles and more handoffs
- Cost structure
Account, management, and production overhead
- Ownership
Often tied to their process or stack
- Risk
Distance from the people building the work
Scoped around the system you need.
webvise scopes every project around the workflow, users, integrations, data model, AI requirements, and support needed after launch.
Focused build
For landing pages, migrations, audits, prototypes, or contained improvements with a clear scope.
Defined outcome and acceptance criteria
Design, implementation, deployment, and handoff
SEO, performance, analytics, or integration work as needed
Best when the workflow and decision path are already clear
Custom system
Core fitFor internal tools, dashboards, portals, booking systems, and AI-assisted workflows that need product thinking, UX, backend logic, integrations, and deployment.
Workflow discovery and product scoping
UX, data model, backend logic, and frontend application
Authentication, roles, files, forms, dashboards, and integrations where needed
AI-assisted workflows with human review where it matters
Production deployment, monitoring, and handover
Ongoing support
For teams that want webvise to stay involved after launch with monitoring, fixes, improvements, and workflow extensions.
Monitoring, fixes, and small improvements
Workflow extensions after real users reveal what matters
Performance, security, and analytics review
Support cadence agreed before the engagement starts
Focused builds can be delivered quickly. Larger internal tools, portals, dashboards, and AI-assisted workflow systems are planned in clear phases so you know what is being built, why it matters, and what it will cost before implementation starts.
Discuss your projectLaunch is not the end.
Business software becomes valuable when people actually use it. After launch, webvise can stay close with monitoring, fixes, small improvements, workflow extensions, and AI automation support.
Plan ongoing supportMonitoring and fixes
Keep the application observable, stable, and ready for the real usage patterns that appear after launch.
Small improvements
Ship practical iterations without restarting the whole project or adding an agency layer.
Workflow extensions
Add new integrations, roles, AI steps, and admin workflows as the system becomes part of daily operations.

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Blog
Insights on modern web development, performance, and building better digital products.
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AI Readiness Assessment: How to Know If Your Business Is Actually Ready for AI
An AI readiness assessment scores whether you have a workflow worth automating before you pay for models. Here is the seven-question check webvise runs, with a real example.
Codex Sites vs Custom Web Apps: When to Use Each in 2026
Codex Sites works best for internal-app discovery. Production software still needs clear ownership across users, data, auth, and delivery.
How Long Does It Take to Build an MVP? A Practical 3 to 5 Week Plan
A focused MVP takes 3 to 5 weeks when it tests one workflow with standard auth, one data model, and one success metric. Here is the honest timeline and what stretches it.
Landing Page Cost in 2026: What You Should Actually Pay
Landing page cost depends on scope: offer clarity, copy depth, analytics, integrations, localization, and whether the page is really a launch system. Here is how to budget without anchoring too early.
MVP Requirements Document Template: The Scope That Ships
A good MVP requirements document is not a feature backlog. Use this template to define the learning goal, cut scope, and brief a build that can ship.
Common Questions
Everything you need to know before getting started.
Depends on scope. Landing pages: 1-2 weeks. Full-stack apps or migrations: 3-6 weeks. A detailed timeline follows after the initial consultation.
A scoped proposal defines the workflow, users, integrations, data model, AI requirements, timeline, deliverables, and support expectations before implementation starts.
webvise scopes projects individually because effort depends on the workflow, users, integrations, data model, AI requirements, and support level needed after launch. Focused builds, custom systems, and ongoing support are estimated after a short discovery conversation.
Yes, 100%. You get the full source code, repository access, and deployment setup. It's yours to maintain, extend, or hand off to another team.
Core stack: Next.js, React, TypeScript, Tailwind CSS, and PostgreSQL. AI tooling: Vercel AI SDK, OpenAI, and Anthropic. Deployment runs on Vercel with monitoring via Sentry and PostHog.
You work directly with Sebastian Kehle, the engineer responsible for understanding the workflow, designing the system, building the application, and shipping it to production.
MVP Development covers this: feature scoping, UI design, and a working product in 3-5 weeks, ready for real users and investor demos.
Yes. After launch, webvise can stay involved with monitoring, fixes, small improvements, workflow extensions, and AI automation support. The support cadence is scoped around the system and your team.
Book a free 30-minute call. The conversation clarifies the situation and the best starting point: a landing page, SEO audit, migration, or something else entirely.
Describe what needs to be built
Share the software, workflow, website, or application that needs improvement. webvise responds within 24 hours with a clear next step.
Every project is led personally by Sebastian Kehle
Book Free Consultation