Live
01 · AI Access
AI Gateway & sharing network
One API and one bill for leading AI models, with routing, usage tracking and spend control built in. A partner network lets members share the AI capacity they already have.
Applied AI company
We make AI work.
CandyTap builds every layer between a powerful model and a finished job: access to leading models, apps people use every day, agents that act on their own, and engineers who wire it all into your business.
From model to outcome
- 01 · AccessMulti-model AI gatewayLive
- 02 · AppsAI products for everyday usersLive
- 03 · AgentsAgents that finish the jobBuilding
- 04 · EnterpriseFDE & workflow automationOpen
Models inWork done out
What we build
One company, four layers of applied AI
Each layer stands on its own and makes the next one stronger. Together they take AI from raw capability to results you can measure.
Live on iOS
02 · AI Apps
CandyTap App
An AI-curated reading app. It learns what you care about and turns the day's flood of news into a short, personal brief that sharpens the more you read.
In development
03 · AI Agents
CandyTap Agents
Our own agents that plan, use tools and carry multi-step work through to the end, with a person approving the moments that matter.
Taking projects
04 · Enterprise
FDE & workflow automation
Our engineers embed with your team, find the workflows worth automating, ship them to production and keep them running.
How it fits together
A flywheel, not a product list
We run AI at production scale every day. That operating experience is exactly what we bring to your business.
- 01
Access gives us scale
Running a multi-model gateway teaches us cost, reliability and model choice at real traffic volumes.
- 02
Products keep us honest
Shipping apps to real users forces AI to be useful, fast and cheap enough to matter.
- 03
Deployments sharpen our agents
Every workflow we automate for a client becomes a pattern our agents can reuse.
CandyTap Agents · In development
From answering questions to finishing the job
A chatbot stops at an answer. Our agents take a goal, break it into steps, use your tools and data, and report back, pausing for approval before anything that can't be undone.
- Plans and runs multi-step work
- Uses real tools: mail, docs, sheets, APIs
- Human approval at key checkpoints
- Every action logged and reviewable
agent · run #0142
Goal
Reconcile last week's supplier invoices
- Collected 38 invoices from the shared inbox
- Extracted amounts, dates and PO numbers
- Matched 35 of 38 against purchase orders
- Flagged 3 mismatches and drafted follow-up emails
- Waiting for your approval to send
Approve & sendReview drafts
Illustrative scenario
Enterprise · FDE
Forward-deployed engineers, not slide decks
Forward-deployed engineering means our engineers work inside your team, on your real systems and data, until the automation is live and paying for itself. You get working software, not a strategy document.
What we automate
Customer support
Triage tickets, draft replies and route issues across every channel.
Document processing
Read contracts, invoices and forms, then extract and verify the data.
Sales & CRM
Enrich leads, log activity and draft follow-ups without manual entry.
Knowledge assistant
A private assistant over your documents, wikis and chat history.
Reporting
Recurring reports and dashboards assembled without copy and paste.
Back office
Data entry, reconciliation and approvals across the systems you already use.
How an engagement runs
- STEP 01
Diagnose
Map your workflows and pick the ones with a clear return.
- STEP 02
Embed & build
Our engineers build alongside your team, on your stack.
- STEP 03
Ship
Go live with measurement, guardrails and human review.
- STEP 04
Operate
Monitor, improve and extend as models get better.
Have a workflow that eats your team's week?Tell us about it. We'll tell you honestly whether AI can take it over.
Start a project
Company
Built by people who run AI every day
CandyTap is the AI brand of Celestial Lumina Co., Ltd., with teams in Seoul and California. We operate our own AI infrastructure and products, and we bring the same playbook to every client.
Useful over impressive
We measure AI by the work it gets done, not by the demo.
Ship, then improve
Small releases that work beat big plans that don't.
People stay in charge
Automation with clear checkpoints, full logs and an off switch.
Let's put AI to work.
Tell us about the workflow you want to automate or the product you want to build. Or start using our AI Gateway today.