Operational software · Sarasota, FL

Operational software for systems that cannot fail.

We build private platforms for defense-adjacent enterprise, critical infrastructure, and intelligence workflows. Deployed inside the customer’s boundary, owned by the customer, no third-party data egress.

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01 / Statement

Most software is built for the predictable case. Operational software is the inverse— it must produce defensible outputs the moment a system enters a state nobody designed for.

We build for those moments. Private deployments. Deterministic behavior. Traceable decisions. Architecture that degrades gracefully under load. The software your operators rely on when the dashboards somewhere else go dark.

Argus mission replay — UAS overwatch over the Florida Straits
Platform · Argus
Mission replay & after-action analysis
02 / Platform

Argus.
Replay every mission.

Mission replay & after-action analysis. Argus reconstructs ground patrols, drone sorties, maritime interdictions, and logistics routes from telemetry and event logs — map replay, scrubbing timeline, event feed, time-anchored annotations.

  • IngestCSV · JSON · round-trip export
    Forgiving parser with field aliasing. Anomaly detection flags telemetry gaps and impossible jumps at parse time.
  • Replay1× · 2× · 5× · 10× · 25×
    Variable-rate playback driven by a single rAF loop — map, timeline, feed, and detail rail share one cursor.
  • MapAnimated trail · heading chevrons
    Dark-mode tactical map with flow-animated trail-so-far, pulsing position marker, and clickable colour-coded event pins.
  • AnnotationsTime-anchored notes
    Notes attach to any event and persist with the mission record. Surface as pins above the timeline rail.
  • DeploymentHosted SaaS or self-host
    Run as a managed instance at argus.seifertdynamics.com or deploy on customer infrastructure beside Atlas.
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02 · B / Platform

Atlas.
One defensible record.

Our first deployed platform. Atlas unifies security operations, asset registry, incident response, runbook execution, and CMMC compliance tracking into a single private deployment— built for defense-adjacent enterprise.

  • DeploymentPer-tenant, isolated
    Each customer gets a dedicated instance. No shared compute, no shared database, no shared inference layer.
  • AuthenticationJWT · TOTP · 3-tier RBAC
    Per-request token validation, mandatory TOTP for admin roles, force-logout on password change.
  • ComplianceCMMC 14 domains · POAM · SSP
    Continuous practice tracking with evidence file attachments and direct CSV export to assessors.
  • TenancyMulti-org, fully isolated
    Every database query is scoped by organisation ID. No cross-org reads, ever.
  • Data egressNone
    No third-party telemetry. No analytics SDKs. No outbound calls except those the operator explicitly configures.
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Atlas operational console — security operations & CMMC compliance
Platform · Atlas
Security operations & CMMC compliance
03 / Capabilities

Six disciplines. One operational stack.

Engagement model

How we engage. Selectively, and in sequence.

01

Discover

A focused conversation about environment, requirements, fit. No sales process, no NDAs at first contact.

~2 weeks
02

Architect

Operational requirements turned into deployment shape, data model, integration boundaries, and threat surface.

~4 weeks
03

Deploy

Inside your boundary. On your hardware or controlled cloud. Owned by you, delivered with documentation and runbooks.

~6–12 weeks
04

Sustain

Long-term operational support — updates, audit cycles, capability extensions on the cadence your operation requires.

Ongoing
04 / Industries

Where we operate.

Selective engagements with operators in environments where conventional tooling falls short and the consequences of failure are non-recoverable.

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Engineering environment
Field
Defense-adjacent operations
05 / Insights

Selected perspectives.

Archive arrow_forward
Systems / 2026.03 arrow_outward

On the architecture of operational continuity

How software systems built for continuity differ fundamentally from those built for speed.

8 min read
Infrastructure / 2026.02 arrow_outward

Traceability as a first-order requirement

Why audit-grade traceability must be designed into the data model from inception.

6 min read
Operations / 2026.01 arrow_outward

The integration discipline

Enterprise software environments demand more than API compatibility. They require systems that respect operational context.

7 min read
06 / Engage

Serious environments require serious partners.

We engage selectively. Conversations begin with environment, requirements, and fit— no standard sales process. If your operation can’t afford a non-recoverable failure, we should talk.

Request a conversation arrow_forward How we work