Intelligent automation. Built like software.
We build custom solutions with AI agents, integrations and business rules that turn manual processes into secure, controlled and observable operations.
VALOREN / DISCOVERY AGENT
readyWhat would you like to automate in your business?
More than an agent
AI without control is not business automation.
- 01
Understand
Agents interpret context, language and documents — the part traditional software handles poorly.
- 02
Control
Code defines what is allowed. Authorization, money and critical rules never depend on the model.
- 03
Execute
Integrations perform controlled actions in the systems your operation already runs on.
- 04
Observe
Every important step is traceable, with cost, latency and outcome on record.
How we work
Three stages, from diagnosis to continuous operation.
AI Process Discovery
We find where automation actually creates value before writing code: current process, bottlenecks, integrations, risks and target architecture.
Agentic Automation
We build the automated process with agents, software, integrations and deterministic controls.
Managed AI Operations
We monitor cost, quality and behaviour so the automation stays reliable after go-live.
Use cases
Processes, not industries.
We automate repetitive work driven by rules and context, integrated with the systems you already use.
Intake, reading, classification and data extraction from invoices, contracts and receipts, validated before anything is posted.
Accounts payable, reconciliation and validation with deterministic rules and human approval wherever money is involved.
Request triage and support that queries internal systems, without inventing information it never looked up.
Supplier onboarding, information gathering and consolidation, and repetitive administrative routines.
Routing with the context a decision needs, follow-up on pending items and a full audit trail.
Connecting to old systems or undocumented APIs, isolating that risk from the rest of the process.
Comparing diverging sources, surfacing exceptions and escalating only what genuinely needs a person.
Structured understanding of a request and a qualified record — exactly what this site does.
Method
A predictable path from problem to operation.
- 01
Discover
We map the current process, its bottlenecks, and what is deterministic, agentic or human.
- 02
Design
We design the target architecture, integrations, controls and approval points.
- 03
Build
We build it as real software: tests, observability and limits from the first commit.
- 04
Operate
We track cost, performance and behaviour, adjusting as the business changes.
Security
The agent does not have unlimited authority.
Intelligence is probabilistic; authority is deterministic. The model interprets, the code grants permission.
least privilege
The agent gets only the access the task requires, and nothing beyond it.
deterministic rules
Critical rules, limits and authorization live in code, not in a prompt.
human approval
Actions with financial, commercial or operational impact go through human approval.
audit trail
Every relevant execution is recorded, with who, when and what came out of it.
cost limits
Token budgets and a per-session cost ceiling are part of the architecture.
observability
A single trace connects the request, the model, persistence and the final effect.
Is a process eating too much of your team's time?
Describe the process in a few sentences. We understand the context and prepare an initial estimate — no generic price table, and no promise we cannot keep.
Describe the process