Reliable digital workers
Production Agentic Systems
Not another AI chat. An operating layer that completes real work.
We build production agentic systems that take full ownership of bounded workflows—delivering verified, high-accuracy results that scale your operations without adding headcount.
AI chats answer questions. They don’t run processes or guarantee quality.
When teams try to automate real operations with AI chats, employees end up spending hours copying data between tools, fact-checking every paragraph, and babysitting prompts. Without end-to-end accountability, AI creates more manual review work instead of saving time, while hallucinations risk reaching clients.
A completed, verified outcome instead of hours of manual coordination.
We take a bounded, repetitive operational process and delegate it to accountable digital workers from start to finish. Every deliverable is checked against your company’s quality criteria before acceptance, hallucination risks are eliminated before reaching clients, and your operational capacity scales without adding headcount.
What changed
- Full workflow ownership: tasks run from initial trigger to verified completion without manual handoffs
- Near-zero client-facing hallucinations: deliverables are checked against strict business rules before release
- Operational scale without headcount: process capacity grows without hiring more coordinators
- Predictable cost per task: visible unit economics and capped budgets with zero surprise bills
- Enterprise policy enforcement: permissions and compliance rules strictly respected on every action
- Stable quality over time: task accuracy stays consistent even when underlying AI model providers change
Reliability is a business guarantee, not prompt luck.
Automated quality benchmarks
Real-world business tasks verify accuracy and output quality before any system update touches live operations.
Fact-grounded verification
Outputs are anchored to your verified business data and policies, eliminating invented facts and risky hallucinations.
Explicit acceptance criteria
Every deliverable must pass predefined business checks before being accepted as done.
Permission before action
Enterprise access controls ensure agents only perform authorized operations on your systems and data.
Strict budget circuit breakers
Hard caps on computing costs and execution depth prevent runaway expenses and infinite loops.
Human sign-off on exceptions
High-stakes decisions and edge cases automatically pause for manager review with complete context.
You receive completed, verified work units—not open-ended chat drafts.
Managers and teams trigger workflows directly from their existing software and receive finished, audit-ready deliverables with visible costs and verification evidence. Your people step in only for high-value strategic approvals or true exceptions, rather than managing prompts all day.
Ways to work together
Agentic Build & Handover
Certo designs the workflow, builds the agentic system, establishes continuous quality benchmarks, and transfers a fully tested system to your team.
You own the codebase, operational datasets, and infrastructure. We train your team to run and evolve it independently.Managed Agentic Operations
Certo builds and operates the agentic workers, monitors accuracy and model drift, and guarantees verified work outputs against agreed service targets.
Pay per objectively accepted unit of work with clear criteria for quality, throughput, and exception handling.Have a high-coordination workflow slowing your team down? Let’s automate it reliably.
Tell us about a multi-step process where people spend hours copying context, checking rules, or coordinating handoffs. We will design and deploy accountable agents with rigorous quality controls and full auditability.