New Agentic automation — agents & orchestration · SOX-ready controls (ITGC & ITAC) · solution accelerators →

About

Agentic automation, built on 18 years of shipping

Data Subsystems is an agentic automation engineering studio. We design, build, and operate agents, the orchestration around them, and the systems underneath — and we've been shipping since 2008.

Our story

Data Subsystems, Inc. — a Florida corporation, originally Shortov Consulting, Inc. — was founded in 2008 by Alex Shortov (legal name Oleksiy Shortov, as listed on the state record) — see the founder's experience and project catalog. We began as an elite senior development team filling the gap between freelancers and big IT shops: enterprise-grade custom software, delivered quickly, at real value.

What changed is the work. We've gone from custom websites to shipping multi-tenant RAG and agent platforms, an operator assistant for industrial machinery that proposes actions and waits for a person to approve them, pipelines that run unattended every day, a live ACH payments platform, and AI that reads engineering and financial documents. The constant: we ship to production, and we keep it running.

Today we're an agentic automation engineering studio. We build AI agents and the orchestration that coordinates them with systems and people, and the controls that make the result auditable — drawing on years of running regulated payments software, where every change and every transaction has to be accounted for. We turn what works into reusable solution accelerators, and we build our own products alongside our clients'.

Company record · State of Florida

Incorporated in 2008 — and on the public record ever since

You don't have to take our word for how long we've been around. Data Subsystems, Inc. is registered with the Florida Department of State, Division of Corporations, and the record is public.

Legal name
Data Subsystems, Inc.
Entity type
Florida profit corporation
Document number
P08000018983
Incorporated
February 21, 2008
Status
Active
Former name
Shortov Consulting Inc. — renamed by amendment filed February 24, 2010
Officer of record
Oleksiy Shortov (known professionally as Alex Shortov) — President & Director
Annual reports
Filed every year, 2009–2026
Principal office
Clearwater, Florida

Record details as of September 2026. If the link asks for a search, enter document number P08000018983 at search.sunbiz.org.

Our team

A US company with US-based management in Clearwater, FL — and a senior engineering team that's worked together for 15+ years: automation and applied-AI engineers, full-stack engineers, architects, data and DevOps specialists, QA, and designers — with SOX controls experience (ITGCs and ITACs) on the team, so automation is designed to be audited from the first workshop.

Incorporated Feb 2008 · FL doc. P08000018983 US company · Clearwater, FL Senior team · 15+ yrs together UpWork Top Rated Plus

How we work

  • Evidence over hype. We build AI that's grounded in your real data and cites its sources — no hallucinated answers.
  • Agents propose, people decide. Rules stay rules, agents handle judgment, and anything irreversible waits for a named approver.
  • Auditable by default. Every run leaves a record — inputs, versions, checks, approver — so controls can be tested, not just asserted.
  • MVP fast, then harden. A working, qualitative MVP as early as possible, with CI/CD throughout.
  • We operate what we build. Post-launch monitoring, support, and iteration — not just a handoff.
  • Bank-grade habits everywhere. Security, testing, and disaster-recovery discipline carried from our fintech work into every project.
  • Long-term partnership. Most of our clients stay for the next thing.

How to work with us

Two engagement models, one senior team.

Outsourcing

We deliver the project

Full-cycle delivery — architecture through build, QA, and long-term support. You get outcomes; we own the how.

Outstaffing

We join your team

Dedicated senior engineers embedded in your workflow — your standups, Slack, and sprint. 100% dedicated, no rotation.

Hire a Pod

A cross-functional pod

Engineering + QA/UX + Growth + AI in one combinable pod that owns your roadmap.

Explore Pods →

Core technical skills

Our engineers combine modern programming expertise with solid systems knowledge.

Backend: Node.js · Go · Python · Bash Frontend: React · Next.js · TypeScript Cloud: AWS (ECS · Lambda · CloudFront · Route 53) Data: PostgreSQL · DocumentDB · ClickHouse · Qdrant DevOps/IaC: AWS CDK · Terraform · GitHub Actions · CircleCI · Docker · Kubernetes AI: OpenAI · DeepSeek · Claude · AWS Bedrock · LangChain Automation: agents · tool calling · MCP servers · durable workflows · human-in-the-loop queues Controls: ITGC-aligned delivery · ITACs in the workflow · run-level audit trails

This combination lets us design, deploy, and maintain AI agents that connect data, automate logic, and scale in production — backed by an internal AI Lab on AWS Bedrock where the team sharpens prompt engineering, agent design, and QA automation (demo-able during onboarding).

Let's build something that ships

Tell us what you're building. We'll tell you how we'd build it — and what it'll take.