Meet Asher. Built for
Enterprise Intelligence
Asher is a multimodal mixture-of-experts intelligence model developed by eeko systems. Built for high-performance enterprise reasoning, it is optimized for coding, cybersecurity, law, finance, and biomedical research, while delivering the efficiency required for large-scale deployment.
Asymmetric by design
Most enterprise work is input-heavy. An agent reads a contract, a codebase, a claims file, or a genome report, and then writes a comparatively short answer. Asher is built around that shape. Its causal encoder–decoder architecture reads with 8B active parameters and writes with 16B, so the expensive part of the model is spent where it matters: on the answer.
Underneath sits a mixture-of-experts backbone of 384 routed experts and one shared expert, with six experts engaged per token. The model carries broad knowledge at 552B parameters while each step costs a fraction of that. Its key–value cache is compressed to FP4, which keeps a one-million-token context affordable to hold in memory.
Tuned for the work that can't be wrong.
Asher is trained and evaluated against the domains where enterprises carry the most risk and the most expert hours.
- Repository-scale context
- Terminal and agent loops
- Code review and refactoring
- Vulnerability discovery and review
- Alert and log triage
- Detection and response playbooks
- Contract and clause analysis
- Matter-scale document review
- Cited research memos
- Filings and statement analysis
- Chart and table understanding
- Traceable calculations
- Literature synthesis
- Protocol and study review
- Figure and image reading
- Tool and function calling
- Native image understanding
- Long-horizon agent tasks
One model. A dial for depth.
Reasoning effort is set per request on a scale from 1 to 100, trading cost and latency against accuracy. Use the same model for a quick classification and for a week-long audit.
Measured where it counts.
Asher is evaluated on graduate-level reasoning, agentic coding, security, and multimodal understanding. Scores are published with each release.
Hosted by us, or inside your walls.
The fastest way to put Asher to work. An OpenAI-compatible API run by eeko systems, so existing tooling connects without rewrites.
- Compatible Drop-in API for existing clients and agent frameworks
- Metered Pay for what you use, with volume pricing
- Governed Audit logging and access controls by default
Asher running in your VPC, your data center, or an air-gapped environment, on standard open inference stacks. Your data never leaves.
- On-prem Sized and installed on your hardware
- Efficient FP8 weights and an FP4 cache keep the footprint lean
- Supported Built and run with our on-premise AI team
Request access to Asher.
Access is granted in waves, prioritised for enterprise and research teams with a defined use case. We reply within one business day.
Your access request is in.
We review every request and reply within one business day. Prefer email? Reach us directly at thomas@eeko.systems.
Common questions.
What is Asher?
Asher is a multimodal mixture-of-experts intelligence model developed by eeko systems. It reads text and images, holds up to one million tokens of context, and is optimized for coding, cybersecurity, law, finance, and biomedical research.
Can Asher run inside our own environment?
Yes. Asher is available through the eeko systems hosted endpoint, and it can also be deployed privately in your VPC or on-premises on standard open inference stacks, so sensitive data never leaves your environment.
How do I get access to Asher?
Request access on this page with your name, work email, and intended use. Access is granted in waves, prioritised for enterprise and research teams with a defined use case.
How much does Asher cost?
Pricing depends on deployment model and volume. Hosted usage is metered; private deployments are scoped with your team. Details are shared when access is granted.
Put Asher to work on your hardest problems.
Request access for your team, or book a thirty minute briefing to scope a private deployment, an agent, or a full system built on Asher.
Experienced within
Markets served.
As an enterprise AI agency, eeko systems delivers production AI systems remote-first across the United States and internationally — including these markets: