What We Do Solutions Results Why Us Contact
AUTONOMOUS AI SYSTEMS FOR GOVERNMENT

We Find Costly Problems
Before They Find You.

Autonomous systems that detect data errors, improper payments, and operational risks in real time — even in air-gapped environments. No cloud required. Fully auditable.

95%+ Lower AI Compute Costs
<50ms Time to Actionable Insight
100% Offline Capable

Expensive Problems Caught Early

Our autonomous systems work around the clock to find the issues that cost you money, time, and mission readiness.

Find Improper Payments Before Audits

Automatically cross-reference personnel, finance, and procurement systems to flag discrepancies — before they become audit findings.

Detect Data Errors Across Disconnected Systems

Identify drift, corruption, and inconsistencies across systems that don't talk to each other — without requiring network connectivity between them.

Identify Threat Patterns Faster Than Manual Analysis

Correlate threat indicators across multiple data sources simultaneously. What takes analysts hours, our systems do in milliseconds.

Operate Without Cloud Dependencies or High Compute Costs

Runs on standard hardware at the edge. No GPU clusters, no cloud API bills, no internet connection required. Deploy anywhere.

What We Build

Purpose-built autonomous systems for the problems that keep program managers up at night.

DATA INTEGRITY

Autonomous Data Assurance

The problem: Data errors, stale rules, and compliance gaps hide across disconnected systems until an audit or failure exposes them.

What we deliver: Continuous, automated validation that monitors your data pipelines 24/7 and flags issues before they compound.

  • Cross-system discrepancy detection
  • Compliance gap identification
  • Schema drift and corruption alerts
  • Automated remediation workflows
CYBER DEFENSE

Autonomous Threat Detection

The problem: Adversaries move faster than manual analysis. Signature-based tools miss novel attack patterns. Alert fatigue buries real threats.

What we deliver: AI agents that correlate indicators across your environment, surface real threats, and recommend responses — without the noise.

  • Novel attack pattern recognition
  • Automated incident response
  • Continuous posture hardening
  • Adversarial simulation and red-teaming
DEFENSE

Autonomous Decision Support

The problem: Commanders need faster threat assessment and course-of-action analysis. Manual processes can't match adversary tempo.

What we deliver: Multi-agent systems that analyze the operational environment, assess threats, and generate actionable recommendations in real time.

  • Real-time threat environment analysis
  • Force ratio and overmatch assessment
  • Supply chain risk identification
  • Course of action generation

What This Looks Like in Practice

CAPABILITY DEMONSTRATION

Improper Payment Detection Across Personnel and Finance Systems

The Challenge

Large-scale personnel and finance systems often contain discrepancies that go undetected until formal audits — leading to improper payments, compliance findings, and wasted resources.

Our Approach

We deployed a multi-agent system that cross-references records across disconnected databases, identifies anomalous patterns, and flags high-risk transactions — all without requiring system integration or cloud connectivity.

Key Results

  • Discrepancies identified across personnel and finance records in seconds
  • Anomalous transaction patterns surfaced automatically
  • High-risk records prioritized for human review
  • Zero cloud dependency — runs entirely on local hardware
<50ms Per-record analysis
$0 Cloud/API cost per run
100% Reproducible & auditable

Smart Systems That Don't Waste Money

Most AI systems send every question to an expensive cloud API. Ours doesn't. We built a fundamentally different architecture that solves problems locally first — and only reaches out when it has to.

01

Understand the Problem

Your mission is broken down into specific, structured objectives. The system checks what it already knows against what it needs to find out.

NO COST
02

Search What We Know

Our knowledge base — hundreds of thousands of verified facts and relationships — is searched instantly. Like having a team of domain experts with perfect memory.

NO COST
03

Analyze From Every Angle

Specialized agents examine root causes, requirements, solutions, risks, and tradeoffs — all from the knowledge already retrieved. No external calls needed.

NO COST
04

Fill Only What's Missing

If there are gaps in knowledge, one targeted request gets just the missing information — not a broad, expensive search. Most runs need zero external calls.

ONLY IF NEEDED
05

Deliver Verified Results

Every finding is traceable to its source. Every conclusion can be reproduced. You get a complete audit trail — not a black box.

AUDITABLE

The result: the same quality of analysis at a fraction of the cost — with full transparency into how every conclusion was reached.

What Makes Us Different

We didn't bolt AI onto an existing product. We built a new kind of system from the ground up — designed to be affordable, auditable, and deployable anywhere.

SWARM LABS USA vs TYPICAL AI VENDORS
Solves the problem locally first — AI is the last resort Sends everything to a cloud AI model
Runs at 95%+ lower cost $0.10 - $2.00+ per query, at scale
Every output traceable to its source Black-box answers you can't verify
Runs offline, on standard hardware, at the edge Requires cloud connectivity and GPU clusters
Same answer every time — fully reproducible Different answer every time you ask
Single compiled binary — no dependencies Complex infrastructure stack to maintain
95%+
Lower AI Operating Costs
<50ms
Time to Actionable Insight
Zero
Cloud Dependencies
100%
Audit-Ready Decisions

Built for Government. Ready to Deploy.

Our technology is purpose-built for the requirements that matter most to government programs — auditability, security, cost control, and edge deployment.

Designed for DIL Environments

Disconnected, intermittent, and low-bandwidth? Our systems run on standard hardware with zero cloud dependency. Deploy at the edge, in the field, or in air-gapped facilities.

Sustainable at Scale

Traditional AI costs grow with every query. Our deterministic-first approach means 95%+ of operations run at zero marginal cost — making AI affordable at enterprise scale.

Meets Explainability Requirements

Full decision audit trails. Every output is traceable to its source data. Reproducible results on every run. Built for environments where "the AI said so" isn't an acceptable answer.

SBIR / STTR Aligned

Our technology aligns with DoD modernization priorities in autonomous systems, cyber operations, and data analytics. We're actively pursuing SBIR and STTR opportunities.

NAICS Codes 541715 (Primary) · 541511 · 541512
Focus Areas Autonomous Systems · Cyber Operations · Data Analytics

Let's Talk About Your Mission

Whether you're a program manager exploring autonomous systems, a prime looking for an innovative subcontractor, or a contracting officer evaluating SBIR proposals — we'd like to hear from you.