Everything ToRun does, A to Z

C

Content Moderation & SafetyPlatform & trust Automated moderation screens uploaded images before storage and text posted to public surfaces before it goes live, using a content classifier - not a hash-matching database like PhotoDNA - and it does not cover every private generation. CSAM and other illegal content are prohibited; when we become aware of it we remove it, terminate the account, and report it to the authorities where required. Abuse reports get human review, proportionate enforcement, and an appeal.

D

Data Export & Erasure RightsPlatform & trust Honor GDPR and KVKK requests with built-in personal-data export and erasure, anonymizing financial records while hard-deleting personal content.

E

Explainable Usage BillingPlatform & trust Every AI call writes exactly one billing record with a full pricing snapshot, so you can see what each message, image, or second of audio actually cost.

F

Fine-Tuning Your Own ModelsPlatform & trust Train custom models on your data with a self-hosted backend by default, and fall back to managed providers when you need extra capacity.

H

Hash-Chained Audit TrailPlatform & trust Sensitive billing, agent, and workflow events are written to a tamper-evident, hash-chained log that a nightly job re-verifies for integrity.

M

Music & Audio GenerationPlatform & trust Generate music and audio tracks from multiple providers, metered fairly per asset so you only pay for what you create.

O

On-Prem & Self-HostedPlatform & trust Run the entire platform inside your own walls - on your own servers, against your own local LLMs. One command stands it up; nothing leaves your network. Buy it, host it, own it.

P

Page-Aware In-App AssistantPlatform & trust An assistant that understands the page you're on, fills forms, and takes actions only with your approval — every action audited and undoable. Projects to Organize Your WorkPlatform & trust Group related chats, files, and AI work into projects so context stays together and nothing gets lost across long-running efforts.

Q

Queryable Knowledge BasesPlatform & trust Upload documents into knowledge bases and let the AI answer from them using combined vector and keyword retrieval (RAG) for grounded responses.

R

Real-Time Usage AnalyticsPlatform & trust Watch usage and spend update continuously through event-driven daily summaries, fed by a streaming pipeline instead of slow overnight batch jobs. Run Your Own Local LLMsPlatform & trust Self-host ToRun and point it at LLMs running on your own hardware, keeping prompts and data entirely inside your network.

S

Security, Moderation & TrustPlatform & trust Classifier-based content moderation with human review of abuse reports, granular GDPR & KVKK controls, encrypted bring-your-own-key vaults, tamper-evident hash-chained billing audit records, and a full on-prem option. Trust isn't a checkbox here - it's the architecture. Speaker-Diarized TranscriptionPlatform & trust Convert speech to text with speaker diarization that labels who said what, billed per second across the languages you work in.

T

Transactional Event BackbonePlatform & trust A built-in outbox and inbox pattern guarantees that internal events are published reliably and processed exactly once, even under failure. Translation Engine & MemoryPlatform & trust Translate across many languages with a built-in translation memory that reuses prior translations for consistency and lower cost.

U

Usage Wallet & MeteringPlatform & trust Top up a prepaid wallet, draw on subscription allowances, and pay per call with precise metering — including local compute by the second.