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From everyday work to codeThe enterprise AI agent at its best

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The most capable assistant your company can have

It understands your company
and delivers the work you need.

Reports, meeting notes
and customer replies,
handled for you.

Working from your past documents and the way your team writes,
it produces recurring material to the same standard every time.
It can summarize a meeting, answer a customer enquiry,
or send the result to the right person for review.

PDFHancom HWPMicrosoft ExcelMicrosoft PowerPointMicrosoft Word

From HWP and Excel to slide decks,
built and edited in one go.

Describe the material you want and it runs the research
and the calculations, then hands back a finished file.
It reads HWP, PPT, Excel and PDF alike.

Connect the tools your team
already works in.

Your existing documents, chat and business systems, exactly as they are.
It finds material in Slack, Notion or Google Drive to use in its answers and output,
then saves and shares the finished file where you already keep it.

Security and compliance

Your administrators decide
how the company uses AI

See usage and cost. Set permissions and security policy, and keep a record of every use.

Usage and cost Review model usage and spend across the whole company, by department and by person.
Sensitive data masked automatically Registration numbers, bank accounts and API keys are hidden before anything reaches a model.
Role-based access Decide which models and which material each department and role can reach.
Audit records and search Record and search who did what, when, and with which model.

Start straight from your repository

Describe what needs fixing
and it reads the codebase first

Connect a GitHub or GitLab repository and write down the task. It reads the repository's conventions and the related files before scoping the change.

Coding Agent
acme/web-appmain
Claude Sonnet
새 코딩 작업

무엇을 고칠까요?

저장소 준비됨

로그인 콜백 뒤 원래 페이지로 돌아오게 해 주세요. 외부 주소는 차단하고 회귀 테스트를 추가해 주세요.

참고 컨텍스트
issue #184app/auth/callback/route.tsAGENTS.md
파일 첨부작업 시작
저장소 규칙과 관련 파일을 확인했습니다AGENTS.md → app/auth/callback/route.ts

Runs in a real dev environment

It edits the files, then checks
with commands and a browser

Read, search, edit, shell and browser tools all run in the same workspace. Failed attempts and retries stay in the session too.

acme/web-appgit:(main)
현재 작업 트리Claude Sonnet
TSroute.tsM바뀐 곳
app/auth/callback/route.ts예시 데이터
@@ -18,7 +18,8 @@ export async function GET(request: Request)
export async function GET(request: Request) {
const url = new URL(request.url)
const next = url.searchParams.get("next")
return redirect(next ?? "/")
const target = safeRedirect(next)
return redirect(target ?? "/")
}
터미널zsh
$ bun run build
✓ compiled
process exited with code 0
The code and run records on screen are illustrative examples.

Results you can review

See the diff and the evidence
before you read the answer

Changed paths, the commands it ran, exit statuses and anything left unverified, on a single screen.

바뀐 곳
acme/web-appmain
검토 필요
app/auth/callback/route.ts현재 작업 트리
Unified
app/auth/callback/route.ts예시 데이터
@@ -18,7 +18,8 @@ export async function GET(request: Request)
export async function GET(request: Request) {
const url = new URL(request.url)
const next = url.searchParams.get("next")
return redirect(next ?? "/")
const target = safeRedirect(next)
return redirect(target ?? "/")
}
Verified facts are kept separate from the agent's own account of them. Tests and PRs with no record are not treated as done.

Every major LLM, in one place

One account gives you every
frontier model available today.

See every supported model

Different work calls for different models.
Sometimes you want an answer straight away,
and sometimes you want one that thinks the problem through.

Tokscale gives you models1 from several AI companies
in a single account, with no separate contracts to sign.
No department has to buy a subscription of its own.

1 Models your company has not approved can be hidden from the start.

AI Orchestration (Smart Routing)

When you are not sure which model to reach for,
Tokscale decides, so you get the best
result your budget can buy.

Tokscale Smart Router

Unified API for Developers

A unified API for your engineering team.
It stays compatible with the interfaces you already use:
Vercel AI SDK, OpenAI, Anthropic and more.

Tokscale Gateway

AI that knows your company's context

A best-in-class AI memory system
puts everything your team knows to work.

We match or beat the specialist AI memory infrastructure companies in San Francisco on published benchmark results.
*LongMemEval-S benchmark, as of June 2026

Tokscale94.8%
Supermemory81.6%
Zep71.2%
OpenAI (full context)(full context)60.2%

How hospitals use it

Clinical AI that keeps patient data inside the hospital

It helps clinicians find what they need, faster.

Contact sales for healthcare