Four disciplines, one senior team. We modernize and sustain SAP/ERP platforms, improve reliability, apply AI with judgment, and engineer custom software and data pipelines for federal agencies and prime teams.
OSHAL (Open Swarm Harness Agent LLM) is our proprietary multi-agent framework. It composes agents, tools, and quality gates into repeatable workflows so AI work can be reviewed, measured, and deployed with discipline.
Give each agent a role and a baked-in quality contract, then pick its harness (codex, Claude Code, Gemini, Cline, CrewAI), API provider (OpenAI, Anthropic, Google, Ollama, Bedrock, Azure), its tools, and its run mode. Start from a predefined persona or define your own.
Compose agents into stages with explicit quality gates and rules for advancing. Per step, choose which agents participate and how they coordinate — round-robin, double round-robin, or as-needed agent-to-agent chat — so each stage works the way it should.
Every bot is OpenAPI-enabled: run one standalone, or integrate the whole framework. Ship on Docker or Compose, single-host or distributed, on-prem or cloud — Kubernetes, Helm, or Gardener.
OSHAL is in beta. The demonstrable proofs today include a SAP HANA root-cause-analysis run at ~$1.30 per RCA and a working CLIP semantic-image-search demo. We present it as technical proof, not a finished federal product.
Predefined roles, ready to deploy — or build your own.
File & data ops, web, media, code, self-healing, and more.
Codex, Claude Code, Gemini, Cline, CrewAI, echo — new ones add quickly.
Run a single packed agent (like the one on this site) or a full orchestrated swarm — same framework, your choice of weight.
AI accelerates the work where it helps, but senior engineers own the outcome. Every deliverable should be traceable to requirements, tests, review, and operational need.
We define the mission outcome, constraints, and success criteria up front.
Senior engineers build, test, and use automation where it improves speed or quality.
A senior engineer reviews every deliverable before it ships.
Delivered, deployed, documented — and supported in production.
Practical paths for contracting officers, prime contractors, and program teams evaluating a focused small business.
Bring us in for SAP/ERP modernization, DevOps/SRE, applied AI, or data engineering scope where senior depth matters.
Start with a bounded technical outcome, evaluate the working result, then decide whether to scale.
For small, well-defined tasks, we can scope open-market work while SAM, UEI, CAGE, and vehicle status mature.
Contracting officer or prime? See contractor info — NAICS, status, teaming, and capability statement →