How we build
Our technology
We combine a broad capability stack with pragmatic architecture: orchestration, routing across providers, observable pipelines, and infrastructure we operate. Below is medium-depth detail — enough to evaluate us technically without drowning in acronyms.
Capability stack
We work across modern LLMs, speech (STT/TTS), vision, video, lip sync, 3D generation, retrieval and structured data workflows. Capabilities are composed into pipelines rather than locked to one logo on a slide.
Architecture & orchestration
Workflows use durable execution patterns where it matters: queues, retries, idempotent steps, and human-in-the-loop checkpoints for high-risk outputs. We integrate with automation tools and internal services without turning your project into a science experiment.
Providers & routing
We route work across major cloud APIs and self-hosted models depending on latency, quality and cost. Fallbacks and health checks reduce single-vendor risk — your roadmap is not held hostage by one provider’s pricing email.
Infrastructure
Services run in containerized environments with reproducible deploys, secrets management, structured logging, and GPU pools where throughput or batch time matters. Object storage backs large media assets; access patterns are designed for cost and durability.
Quality & control
We use sampling, automated checks and clear acceptance criteria before scaling spend. Human review lands where mistakes are expensive — brand, safety, or compliance — not everywhere by default.
Selected metrics (indicative)
Public-facing figures on the homepage (services count, languages, throughput ranges) reflect real capability depth — updated as offerings evolve. They are not a substitute for a scoped statement of work on your project.
Command line
aicharged.io in your terminal
The aicharged.io CLI runs AI tools, tracks runs, browses the model catalog, and drives third-party coding agents (claude code, codex, …) — all from the terminal, per-user with your own credentials.
Install in one line
curl -fsSL https://aicharged.io/install.sh | shCopy and run it in your terminal. The script downloads and installs the aicharged.io CLI binary.
Three quick steps
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aicharged auth loginSign in to your aicharged.io account.
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aicharged toolsList the available AI tools across the pillars.
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aicharged run image.generate -i prompt="…" --waitRun a tool and wait for the result.
The CLI is one of the main ways to use aicharged.io — alongside the web dashboard and the API/MCP. Same tools, same runs, same model catalog — just from the terminal.