Everyone in this space sells fear. We'd rather be the calm in the room: fixed-scope audits, private LLM builds, and infrastructure that stays up — delivered by people who operate what they build, and handed over completely when we're done.
Tell us what hurts →For teams whose AI feature just hit an enterprise security questionnaire. OWASP LLM Top 10 and NIST AI RMF mapped assessment, delivered as evidence your buyer's CISO will accept.
Your AI agents touch dozens of systems with credentials. We map every tool, permission, and exfiltration path before someone else does.
A domain-specialized model fine-tuned on your literature and workflows, running on hardware you control. No per-token fees, no data leaving your walls.
Kubernetes and storage health audit with Prometheus/Grafana observability deployed, alert rules configured, and a written report your team can act on.
Ongoing? Advisory retainer from $2,500/mo — re-testing on model updates, questionnaire response support, incident triage.
We build LLMs fine-tuned on your field's literature and your group's workflows — retrosynthesis planning, spectroscopy interpretation, method development, grant-writing support. Students query it like any other tool.
Before anyone commits to anything, we fine-tune a demonstration model on your subfield's literature and bring it to a 20-minute demo. If it doesn't clearly beat a general-purpose chatbot on your workflows, there's nothing to discuss.
Collaboration framing welcome — joint research evaluations, student-involved builds, and HPC integrations are all on the table.
You shipped the AI feature; now Fortune-500 procurement is asking for prompt-injection defenses and model supply-chain evidence. The AI Security Audit above exists exactly for this — two weeks from "questionnaire panic" to a report your sales team can forward.
Production LLM pipelines, Kubernetes and distributed storage, inference serving, zero-trust networking — 10–20 hrs/week of senior-level help without a senior-level headcount. Available through the A.Team network or directly.
Tell us what hurts. A paragraph is plenty.
30-minute call, fixed scope, fixed price. No discovery-phase billing.
Work happens on your infra or ours. You see progress, not a black box.
Configs, code, models, docs — everything, handed over. No hostage-taking.
Email: hello@capybaraconsulting.agency
XMPP: capybara-consulting@5222.de — OMEMO welcome.