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AI & Automation
We start from the process, not the model. Where AI genuinely reduces manual effort, we build it — with clear boundaries, human review where it matters, and a measurable before-and-after.
AI & Automation
Practical automation applied to the processes that actually consume your team's week — document handling, support triage, data entry and system-to-system handoffs, with a human in the loop where it matters.
What this includes
Most businesses have a handful of processes that quietly consume enormous amounts of time: re-keying data between systems, sorting inbound requests, extracting figures from documents, writing the same reply for the hundredth time. It is expensive, it is error-prone, and it is invisible on any dashboard.
Our approach
We audit where time actually goes, then automate the steps that are genuinely rule-based or language-based. AI handles classification, extraction and drafting; your team keeps the decisions. Everything is logged, reviewable and reversible.
We measure the current process before proposing anything. If automation isn't the answer, we say so.
Confidence thresholds and review queues, so anything uncertain reaches a person instead of going out wrong.
Every automated action is logged with its inputs and reasoning, so outcomes can be explained and corrected.
Capabilities
The specific pieces of work this service covers.
Connecting the systems you already run so information moves without a person carrying it.
Extracting structured data from invoices, contracts, forms and reports, with validation rules.
Internal assistants grounded in your own documentation, procedures and data.
Triage, routing, draft replies and deflection of repeat questions — with escalation paths that work.
Search, summarisation, classification and generation added to software you already run.
CRM, ERP, helpdesk, spreadsheets and internal databases connected behind one automated flow.
Process
Map the current workflow and measure the time, volume and error rate it carries today.
Identify which steps are worth automating and which are better left to a person.
Build a narrow automation for one process and run it alongside the manual one.
Connect production systems, add validation, monitoring, logging and fallback behaviour.
Compare against the baseline, then apply the same pattern to the next process.
Toolkit
Models
Patterns
Automation
Data
Operations
Outcomes
Repetitive work moves off your team's plate, and we measure how much against a real baseline.
Automated extraction and validation catch the mistakes manual re-keying produces.
Triage and routing happen immediately, regardless of who is at their desk.
Volume can grow without the administrative load growing at the same rate.
FAQ
Straight answers to what clients ask before starting this kind of project.
info@cherbix.comYes — that is one of the most common requests we get. We work within your existing stack, add the capability behind a defined interface, and avoid a rewrite wherever possible.
Tell us the outcome you're after and we'll come back with what the work involves, what it costs, and how long it takes.
We reply to project enquiries within 1 business day.