Swamp Fox Systems

Services & offerings

Below is what we deliver today—structured for clarity, scoping, and delivery. Engagement models include advisory blocks, implementation sprints, and ongoing optimization. Most product platforms we build for clients are in MVP or beta; our Dorchester County portal is an example of a production-live public deployment. Product implementations typically run on Google Cloud Platform, using Gemini and other Google models and Google Cloud APIs as appropriate.

AI & automation

Practical AI that fits your workflows—not buzzwords. We help you choose where automation earns its keep and implement it safely.

  • Use-case discovery and prioritization (ROI, risk, data readiness)
  • Integration design with your existing tools and APIs
  • Guardrails: privacy, access control, and human-in-the-loop where needed
  • Handoff: documentation and light training so your team can operate it

Business optimization

Process and technology alignment so operations scale with revenue—fewer manual handoffs, clearer ownership.

  • Workflow and systems mapping (as-is / to-be)
  • Tooling recommendations matched to team size and budget
  • Metrics: what to measure before and after a change
  • Change management basics so adoption sticks

Cloud optimization

Right-size spend, tighten security posture, and build a roadmap for workloads on major cloud providers.

  • Cost and utilization review (compute, storage, networking)
  • Architecture review for reliability and scaling paths
  • Security and identity hygiene (least privilege, secrets, logging)
  • Migration and modernization sequencing to limit risk

Database optimization

Performance, cost, and reliability for the data tier—whether you run Postgres, MySQL, SQL Server, or managed cloud databases.

  • Schema and indexing review for hot queries
  • Query tuning and slow-query analysis
  • Capacity planning and backup / recovery expectations
  • Recommendations for replication or scaling patterns when needed

Next-generation products

From idea to launch: product discovery, technical architecture, and build-out for web and cloud-native applications.

  • Requirements and MVP scope (what to ship first)
  • System design, APIs, and data model
  • Implementation support or lead development
  • Launch checklist: monitoring, errors, and basic operational runbooks

Right-fit technology

Software selection and integration so you buy or build what fits—no shelf-ware, no one-size-fits-all stack.

  • Requirements workshops with stakeholders
  • Shortlist and evaluation criteria (cost, support, lock-in)
  • Integration planning with current systems
  • Rollout plan and success criteria

Discuss your next project

Share your context—we’ll propose a sensible path and estimate.

Get in touch