Controlled AI workflow automation
RuzinCompany designs and builds AI-assisted workflows for business processes that involve unstructured information, business rules, human approval and reliable system updates.
Start with one real workflow. Test it with actual examples. Keep people in control where judgment still matters.
Free · About 5 minutes · No sales call required
Recognise the work
incoming requests or messages
from emails, forms, PDFs or documents
against business rules and required fields
between different tools or systems
before preparing a response
before routine decisions can move forward
using the same manual checks each time
because important steps live in people's heads
The goal is not to remove people from every decision. It is to remove unnecessary manual work while keeping the important controls.
The control path
Many business workflows cannot be solved by adding a chatbot or connecting two applications. They need validation, exception handling, permissions, approval and recovery when something fails.
Accept a request, file or system event.
Turn unstructured input into usable fields.
Check required information and confidence.
Use explicit routing and business rules.
Separate missing, uncertain or unusual cases.
Keep judgment at the right control point.
Prepare or perform an agreed external action.
Record outcomes, retries and failures.
Approval, permissions and failure handling are designed with the workflow, not added later.
Common workflow patterns
Receive requests, classify them, detect urgency and route them to the right next step.
Extract structured information from forms, files and documents, then validate what is missing or inconsistent.
Find relevant internal information, preserve access rules and create answers with traceable evidence.
Prepare actions automatically while keeping final approval and external updates under control.
Collect information, summarise findings and produce repeatable reports with reviewable sources.
Track pending work, prepare follow-ups and prevent routine requests from being forgotten.
These patterns can be combined and adapted to different industries and internal systems.
Interactive evidence
These demos show normal cases, incomplete information, duplicates, permissions, review and failure conditions. Safe interactive demos using fictional company data.
01See how an incoming business request can be extracted, checked for missing information and duplicates, reviewed by a person and prepared for a controlled system update.
Intake, validation, exception handling and approval
Run the intake demo
02See how a workflow can retrieve approved internal material, respect access restrictions, identify unsupported claims and escalate uncertain cases for review.
Knowledge retrieval, permissions, evidence and escalation
Run the evidence demoWorkflow Opportunity Check
Not every repetitive task should be automated. The check identifies whether one workflow is ready for a small pilot, needs further validation or should be simplified first.
Check your workflow You receive the result immediately. Contact details are optional.Ways to start
About 5 minutes
FreeTypically 3-5 working days
Fixed scope · Contact for current pricingTypically 2-6 weeks depending on scope
Quoted after validationSafety and engineering
The workflow is designed around what happens when information is incomplete, a model is uncertain, an external system is unavailable or a person needs to intervene.
A useful no
In these cases, the first recommendation may be to simplify or document the process rather than automate it.
A realistic next step
Use the free check to identify a realistic starting point, or contact RuzinCompany if you already have a specific workflow in mind.