AI agents that survive production
We design, build, and operate custom AI agents and automation pipelines — with the guardrails, evals, and observability that separate a demo from a system you can trust with real work.
Get in touchWe design, build, and operate custom AI agents and automation pipelines — with the guardrails, evals, and observability that separate a demo from a system you can trust with real work.
Get in touchPlatform
A full-stack AI engineering practice. We handle the part everyone underestimates: not building the agent, but making it reliable enough to run your workflows every day.
Bounded-autonomy agents
Agents that reason, plan, and act inside guardrails you define — autonomous where it's safe, escalating to humans where it isn't.
What We Build
From single-workflow agents to orchestrated fleets — we ship the systems, then keep them reliable as your data and business change.
Agents that reason, plan, and act inside guardrails you define — customer support, research, back-office workflows. Autonomous where it's safe, escalating to humans where it isn't.
When one agent isn't enough: specialized agents that hand off work, share context, and operate under central coordination — the orchestration layer that does for agents what Kubernetes did for containers.
An agent you can't test is an agent you can't trust. We build eval suites, regression tests, tracing, cost monitoring, and alerting — so you know exactly what your agents did, why, and what it cost.
End-to-end workflow automation that eliminates repetitive work and human error. We pick the right tool for the job — sometimes that's an agent, sometimes it's a deterministic pipeline. We'll tell you which, honestly.
Agents are only as useful as the systems they can reach — and the data behind them. We connect AI to your CRM, ERP, warehouse, and internal tools with scoped permissions and full audit logs, and build the retrieval layer that makes your agents accurate instead of confidently wrong.
A clear roadmap, not a slide deck: which workflows are actually automatable, in what order, with what ROI — and which ones you shouldn't touch yet.
Our Process
A focused, transparent process that gets working AI into production fast — without the enterprise consulting bloat.
We map your workflows, audit your data and systems access, and identify where automation actually pays off in your context. We also tell you what not to automate yet. No generic playbooks.
We design, build, and eval-test your system — iterating with your team weekly. You see traces, test results, and costs at every step. Nothing ships until it passes the evals we agreed on together.
We deploy to production with monitoring, alerting, and rollback from day one. Then we stay: tracking drift, tuning performance, and expanding scope as the system earns trust.
Why FarotoAI
We're not a generalist agency or a SaaS vendor. We're AI engineers who build bespoke systems for your exact problem — and stick around to run them.
Data pipelines, retrieval, agent orchestration, deployment, monitoring — one team, end to end. No handoffs between a strategy team and a delivery team.
Most projects go from discovery to production in under 8 weeks. Week one ends with a working prototype against your real data, not a requirements document.
No proof-of-concept theater. Every system ships with evals, guardrails, audit trails, and rollback — because 40% of agent projects fail, and it's almost always the ones built without them.
Our agents act on their own where it's safe and escalate to humans where it isn't. You define the boundaries; the system enforces them and logs everything.
Clear milestones, visible traces, measurable eval scores. You'll never wonder what the agent did or why. No black boxes, ever.
Every system is tied to a number we agree on up front — hours saved, error rate, cost per task. If we can't measure it, we won't pitch it.
Results
247-item invoice batches matched against ERP records at 99.2% accuracy, with anomalies escalated automatically.
12 hrs/week → 20 minutes
Inbound tickets classified, enriched with account context, and routed — with the agent drafting responses for human approval on edge cases.
First-response time down 74%
Get started
The first conversation is a working session, not a pitch — we'll tell you honestly whether an agent is the right tool, what it would take, and what it should cost. Free, no strings.
Or email us directly at hello@farotoai.com