Agentic Workflows That Plan, Execute, Verify, and Escalate
FREDD Studios designs agentic workflows for teams that need AI-assisted execution across multi-step operational tasks, not disconnected chatbot experiments.
- LLM Tools
- Guardrails
- Human Review
Agentic workflows are structured processes where AI agents can plan steps, use tools, inspect results, ask for approval, and continue work until a defined business outcome is complete.
What changes for you
Turn complex SOPs into repeatable AI-assisted execution loops.
Reduce context switching between research, documents, inboxes, and databases.
Create auditable workflows with escalation instead of uncontrolled automation.
How it runs
Step 1
Decompose the SOP
We break the workflow into inputs, decisions, actions, exceptions, and success criteria so agents have a real operating path.
Step 2
Assign tools and controls
We define what the agent can read, write, call, and escalate, then add deterministic checks around risky steps.
Step 3
Test against live edge cases
We run realistic examples, capture failures, improve prompts and code, and document the safe operating procedure.
What you get
- Agent role design and tool access boundaries
- Prompt, memory, context, and retrieval architecture
- Task orchestration with deterministic validation steps
- Human approval checkpoints and failure handling
- Operator documentation and continuous improvement loop
“Since Francesco joined us, our throughput has gone up a lot, and we can finally keep up with what our clients ask for.”
SOP-first
Workflows start from real business procedures, not generic demos.
Guardrailed
Important actions can require validation, logs, and explicit human approval.
Composable
Agents can connect to scripts, APIs, documents, and internal tools.
Questions buyers ask
Anything else goes on the intro call, or by email.
Tell us what you're building.
Twenty minutes with Francesco. If we are not the right fit, you leave with a straight answer and a name or two of who might be.
- No preparation needed
- A straight answer on fit
- A written proposal if we go ahead