AI Agents & Workflow Automation
Agentic systems that execute multi-step business processes end to end — integrated with your tools, monitored, and safe to run against production workloads.
Most "AI agent" projects never leave the demo
An agent that works in a notebook is not a system you can run against real money and real customers. The gap is orchestration, guardrails, integration, and observability — the engineering that turns a clever prototype into something operations can depend on.
Reliability, not vibes
Production processes need retries, fallbacks, and deterministic checkpoints — not a hopeful prompt.
Humans stay in control
The right steps are automated; consequential ones stay gated for human approval.
It has to touch your stack
Value comes from acting inside your real systems, not summarizing in a chat box.
Agents engineered for production, not for a demo
We design and deploy AI agents that orchestrate real multi-step workflows — reading and writing across your systems, making bounded decisions, escalating when unsure, and logging everything. Built with the same rigor as any production service: monitoring, guardrails, and an audit trail.
Process Orchestration
Multi-step workflows with checkpoints, retries, and clean failure handling.
System Integration
Agents that read and write across your CRM, ERP, and internal tools via real APIs.
Bounded Decisioning
Agents act within explicit limits and escalate the calls that need a human.
Human-in-the-Loop Gates
Consequential actions pause for approval; routine ones run unattended.
Observability
Every run is traced and monitored, so you can see what happened and why.
Audit & Compliance
A complete, reviewable record of every automated action.
What you get
Reclaimed capacity
Free skilled people from repetitive, rule-based work.
Consistency
Processes run the same way every time, around the clock.
Fewer handoff errors
Remove the manual re-keying between systems where mistakes hide.
Controllable autonomy
Automate aggressively where it’s safe, gate what isn’t.
Full traceability
Know exactly what each agent did and when.
Scales with demand
Handle volume spikes without adding headcount.
Recently shipped
Real, in-production work. Clients are described by sector and scale, per NDA — we don't publish numbers we can't stand behind.
An automation pipeline integrating bank-statement processing across 13 banks in ~3 months, now a recurring production workload.
The AI consultant in the corner of this page is ours — the same agent + tool-calling stack we build for clients, running live.
Have a process that’s begging to be automated?
How we work
Feasibility in weeks, production in a quarter — not a nine-month science project.
Step 1: Feasibility
Map the process, find the highest-ROI automation, and confirm it’s safe to automate.
Step 2: Build & Evaluate
Develop the agent with guardrails and test it against real cases and edge cases.
Step 3: Deploy
Ship into production behind monitoring and human-approval gates.
Step 4: Operate & Improve
Watch runs, tighten guardrails, and widen scope as trust builds.
Let's Start Your AI Journey
Ready to transform your business with AI? Get in touch with our experts for a free consultation.
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Location
Sheridan, WY, USA • Barcelona, Spain • Lisbon, Portugal
Why Choose CONE RED?
- AI R&D lab & venture builder — production systems, not slideware
- Feasibility in 6 weeks, production in ~90 days
- Accuracy measured and evaluated — never invented or guaranteed
- Real engagements across financial services, healthcare & retail
- End-to-end support from strategy to deployment
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