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Mission-Ready Agentic Dominance
We develop tools and infrastructure aligned with frameworks like NIST AI RMF to help high-trust organizations get commercial-level agent capabilities on their own infrastructure.
Five ways we ship AI you actually own.
Every engagement ends with you owning the code, the model weights, and the operational runbook. No managed-service dependency, no per-inference fees, no data leaving your perimeter.
Legacy Data Extraction
We extract structured data from mainframes, COBOL, AS/400, and scanned documents — then deliver it as validated records into your modern data infrastructure. Source systems are read-only.
Read more →AI-Enabled Software Development
We embed with your engineering team to ship a production AI feature in 6–10 weeks. Data, model, infrastructure, integration — code merged into your repo, model owned by you.
Read more →Agent UX Consulting
We design the user-facing surface of your AI agent — interaction patterns, disclosure, error recovery, latency. Working prototype backed by your model.
Read more →SLM Feasibility & Savings
We measure whether a small model can serve your workload at lower TCO than your current solution. Written report with go/no-go and 3-year cost projection.
Read more →SLM Deployments
We deploy a small model on your infrastructure — on-prem, air-gapped, VPC, edge. You own the weights, the serving stack, and the data. No license server, no per-inference fee.
Read more →Built for regulated, document-heavy industries.
Every domain has its own vocabulary, risk surface, and compliance requirements. We adapt to yours — and deploys where your security policy demands.
E-discovery, contract classification, and privilege review — trained on your documents, deployed on your hardware.
Clinical document triage, adverse event classification, and prior authorization extraction in HIPAA-compliant environments.
Research relevance filtering, KYC document review, and regulatory filing classification at a fraction of frontier API cost.
Intelligence report categorization and FOIA triage deployed on air-gapped infrastructure where commercial APIs can't reach.
From conversation to deployed model — we handle it all.
Tell us what you need. We design, build, deploy, and maintain your custom model on infrastructure you control. No PhD required on your side.
Scope
We'll learn about your data, your infrastructure, and the tasks you want to automate. Then we design a solution — model architecture, deployment target, and a timeline.
Build
We connect your data sources, use frontier models to accelerate labeling, fine-tune a compact model for your task, and export it as ONNX — ready to deploy.
Deploy
We deploy the model on your infrastructure — cloud, on-prem, or air-gapped — and integrate it into your workflows. No runtime API calls to us. Your data stays put.
Operate
We monitor accuracy, retrain as your data changes, and optimize performance over time. A model that starts accurate stays accurate.
Papyrus is
Now Awardable
on Tradewinds
Papyrus is now awardable on Tradewinds — the DoD's curated AI marketplace — streamlining procurement for government teams.
Deploy our governed agentic platform on your own infrastructure, with the confidence of a DoW-approved solution.
View Papyrus
Papyrus · SLMs · Agent UX · Awardable now
