Capabilities
We love building real capability and turning it into revenue that compounds.
Your team is building something impressive and designing for a community that trusts you. We help you turn it into value people adopt for the long run, and scale it to the organizations that need it.
Capabilities compound.
Each capability we build feeds the others. Positioning work flows into your pitch decks, proposals, and outreach. A competitive teardown keeps sharpening your BD conversations for months.
Each new capability wires into your pipeline and makes the existing ones more effective, so the work keeps paying off.
The operating loop that produces itThe Stack
AI-native from the ground up.
Everything we do is integrated with automation we built ourselves. That leverage lets a small team deliver substantially more, at a lower cost, without giving up quality.
Gerolamo de-risks how we design, develop, and distribute R&D. It monitors ~190 technical domains daily across GitHub, arXiv, and Hugging Face and scores over 50,000 entities for defensibility, velocity, and frontier risk. Before we commit build time, we know what is real, what is moving, and what a frontier lab is about to absorb.
That turns diligence from a one-time report into a live input that shapes what we build, for you and for ourselves.
Domains monitored daily
Entities scored
MCP tools
Source corpora
Workplay CRM
An agent-native CRM that is aware of our R&D. It works as a CRM and a task-management platform in one, software-defined so agents read from and write to it directly, and it integrates the rest of our stack. It tracks opportunities, captures interactions, and runs pipeline hygiene automatically.
SAM.gov & USAspending
Native MCP integrations that surface solicitations, awards, agency spending patterns, and competitive movement in real time. For partners with federal exposure, this is the difference between finding opportunities and having them find you.
Ultimus
Our agent harness. A local-first agentic coding system that runs the same loop against any model, hosted or fully local, with permission-gated tools and sandboxed execution. It benchmarks near Claude Code on open-source models. This is what generates the software and ships it to production.
The Production Harness
The counterpart for go-to-market. Every artifact ships through a system that encodes your brand, voice, and design standards, so decks, proposals, capability statements, and outreach are produced fast, on-brand, and pre-validated. The brand does not drift between authors, and the voice does not slide when the deadline tightens.
The Artifact Economy
Every artifact moves a business outcome.
Every artifact we produce increases revenue, reduces risk, accelerates time to market, or reduces cost. If it cannot defensibly move one of those four, we do not build it.
Three competitive, fundable proposals that scored over 90% in relevance, differentiation, feasibility, and applicability. Against an R&D RFP worth $2–6M with an unlimited new enterprise channel unlocked. Plus four differentiated RFI responses, each with tailored CTAs to connect, a solid response narrative, and a demo path set up.
Two full R&D proposals, a thorough SBIR submission, and four RFI responses. Delivered in five business days.
We helped a small, unknown company go toe-to-toe with well-funded defense tech giants. Gave them a name and the ability to pitch directly in front of the Defense Innovation Unit for a shot at a $100M+ IDIQ contract.
They had the courage. They needed to upgrade their architecture, bring in new patterns and partners, and enter the market fearlessly. That is what we built with them.
The artifacts we produce go into market and come back with revenue.
Also built
More of what we run.
A few more of the systems behind the work. Some open source, some proprietary. We build at the infrastructure level, and we run these ourselves before we run them for you.
Zephyr
Event-level signing and policy enforcement for high-consequence data, with tamper-evident records of every high-consequence action. Healthcare, energy, defense, logistics. Proprietary.
View DetailsPrelude
Reads a codebase or a set of documents and produces structured ground truth on what is in it. Open source and MIT licensed, built for agents and technical diligence.
View DetailsThe stack is ours. The expertise is what you're hiring.
We built the intelligence, automation, and production systems that make this possible. What makes client work different is knowing which to use and how to turn the output into revenue.