Private AI, custom software, and autonomous systems — deployed around the way your organization actually works.
Core Operations
From private model infrastructure and document intelligence to autonomous workflows and generative media — each engagement starts with the smallest useful production scope.
Dedicated AI agent swarms run your entire search presence — deep-crawl audits, keyword clustering, and a high-volume content engine operating 24/7. Everything processed locally, at a scale cloud-dependent competitors can't match.
> crawl --deep --authority · 1,204 pages
[ok] cluster map built · 96 topics · 3 gaps found
> publish --queue · 214 briefs · 24/7
Full-parameter fine-tuning of leading LLMs on your proprietary manuals, codebases, and documents. Training runs on dedicated private hardware — your data never touches the public cloud.
Search through millions of pages in seconds. Built for legal, medical, and technical firms that must hold entire document libraries in active context with cross-referenced accuracy.
12ms
p95 retrieval
40k+
files in context
Replace awkward workarounds with software shaped around the way your organization operates — web apps, internal tools, client portals, and AI-enabled products that connect cleanly with what you already run.
A digital workforce that never sleeps. Groups of specialized agents collaborate on lead generation, competitive intelligence, and multi-step support — hosted on private infrastructure.
Architectural pre-visualization, 4K marketing video, and complex 3D simulation. Unlimited creative iterations and absolute confidentiality for pre-launch concepts.
Every engagement moves through the same three gates. Each one ends with something you can use — not a promise.
We isolate the workflow where better software, private AI, or automation removes the most friction — without disrupting the rest of the organization.
Users, data boundaries, integrations, success criteria, and the first production scope — defined before any infrastructure recommendation or larger build.
If the project fits, we establish the delivery sequence, deploy with clear ownership, and let real operating evidence guide what the system becomes next.
Private project intake
We reply within one business day
Step 1 of 3 — Organization
