Agentic automation engineering studio · US-based · since 2008
Agentic automation, shipped to production.
We build
We build AI agents, the orchestration that coordinates them with your systems and your people, and the controls that make the whole thing auditable. Real processes, running unattended for real businesses.
Trusted by SeamlessChex, LiveHelpNow, HelpSquad & Electro-Mech — and the makers of aeocontent.ai.
Automating with agents is hard. We make it production-grade.
Where agent and automation programs stall — and how we get them through.
Agent pilots that never reach production
We ship agents with the orchestration, approvals and monitoring a real process needs — not a demo that works on five examples.
Automation that breaks when the UI changes
We integrate through APIs, tools and MCP servers first, keep rules as rules, and use agents only where judgment is needed.
Audit and risk say no
We design to ITGCs and build ITACs into the workflow, so the control conversation happens in week one — not after go-live.
Nobody can say what the agent did
We build every run to record its inputs, sources, model and prompt version, tool calls and approver. Evidence is generated, not reconstructed.
The backlog outruns the team
Senior, AI-augmented pods and reusable accelerators put a first process live in weeks and the next ones faster.
One vendor for the platform, another for the code
We build the custom agents, connectors and services API-first — so they sit alongside the automation platform you already run instead of competing with it.
Agents reason. Automations act. People decide.
An agentic process is not a chatbot with API keys. It is five layers working as one governed system — and we build every one of them.
- Agents reason. Models handle what rules cannot — unstructured documents, ambiguous requests, exceptions — each with a narrow job and least-privilege access.
- Orchestration coordinates. A durable workflow runs the process end to end: sequencing agents, automations and approvals, surviving failures without doing anything twice.
- Automations act. Anything that can be a rule is a rule. APIs, scheduled jobs and UI automation do the repeatable work.
- People decide. Agents propose; a named person approves. High-impact actions sit behind allowlists, rate limits and a kill switch.
- Controls prove it. Validation gates, segregation of duties and a run-level evidence trail — mapped to ITGCs and ITACs — so the process stands up to audit.
What we build
From agents and orchestration to the controls, data and infrastructure underneath — one senior team, end to end.
Flagship
Agentic Automation & Orchestration
AI agents that do real work, and the orchestration that coordinates them with your systems, automations and people — durable, observable, human-in-the-loop.
Learn more →Flagship
Controls-Ready Automation · SOX, ITGC & ITAC
Automation your auditors can rely on. Engineered against IT general controls, with application controls and an evidence trail built into every workflow.
Learn more →New
Agentic Solution Accelerators
Reusable building blocks extracted from systems we built and operate — so a first automated process goes live in weeks, approvals and audit trail included.
Learn more →AI · RAG & Knowledge Agents
Grounded answers, not hallucinations. Multi-tenant RAG and agent systems that answer from your knowledge and cite their sources.
Learn more →Intelligent Document Processing
Turn documents into action. We read invoices, statements, drawings and BOMs, validate what we extract, and route exceptions to a person.
Learn more →Fintech & Payments
Money-movement software, built to bank-grade standards. ACH and eCheck platforms, developer APIs, fraud and KYC controls.
Learn more →QA, Testing & Agent Validation
Automated UI and API tests, evaluation sets and LLM output validation — the release gate for code, prompts and models alike.
Learn more →Cloud & Data Platforms
The backbone under it all. Multi-cloud infrastructure-as-code, least-privilege access, CI/CD, data stacks and tested disaster recovery.
Learn more →Fractional CTO & Automation Strategy
Senior leadership on demand — automation roadmap, process selection, platform choice, operating model and delivery leadership.
Learn more →Need a team, not just a build?
Hire a dedicated pod — Automation & AI, Engineering, QA/UX — that owns your automation backlog end to end. Outcomes, not bodies.
Selected work
Systems we built and operate. All case studies →
Agentic automation · Industrial operations
Guarded operations agent
An operator assistant for a 36-axis industrial line that reads the controller through tools and can propose a write — executed only after a person confirms, behind a kill switch, allowlist, rate limit and audit log. Built ahead of commissioning.
See how it's built →Knowledge agents · BPO Support
Cortex for LiveHelpNow
A multi-tenant RAG platform — a customer-facing agent API, a chat hub, a hybrid-retrieval core, and AI-graded knowledge-gap reports.
See how it's built →Controls · Regulated payments
SeamlessChex
A live ACH + eCheck platform we engineer and operate as its long-term partner: per-application audit logs, an isolated cardholder data environment, and releases gated on end-to-end payment tests.
See how it's built →Why teams work with us
A senior, dedicated team
Senior engineers who've worked together 15+ years — 100% dedicated to your project. No bodyshop, no rotation.
Controls experience on the team
Automation engineers working alongside SOX controls experience — ITGCs and ITACs are part of the design, not a review at the end.
Production, not pilots
We operate what we build. Our agents, pipelines and payment systems run unattended every day, with monitoring and a change process.
Platform-neutral
What we build is API-first and yours to keep — it plugs into the automation platform you have chosen, and covers what the platform does not reach. No lock-in to our tooling.
2–3× faster delivery
Every engineer is AI-augmented — standardized on Claude Code and agent workflows inside a reviewed pipeline, with human review as the release gate.
US company & management
A Florida corporation since February 2008, in active status on the state record, with US-based management in Clearwater, FL — clear accountability.
Our internal AI Lab
We run a production-grade AI agents + chatbot platform on AWS Bedrock purely for R&D — where our engineers sharpen prompt engineering, agent design, QA automation and AI UX. It's never a client project, and we can demo it during onboarding so you can judge our quality firsthand.
See our AI Lab demo →- Experiment with new LLMs, agents & orchestration patterns
- Refine prompt-engineering & evaluation
- Improve QA-automation & agent-validation frameworks
- Explore human-in-the-loop review & approval UX
Built with — trusted by
Have something that needs to ship?
Tell us what you're building. We'll tell you how we'd build it — and what it'll take.