Which processes are the best candidates for automation?

High-volume, rules-based processes with re-keying or email approvals: intake and onboarding, purchase and expense approval, invoice processing, order entry, scheduling and month-end reporting. The mapping step confirms the return before any build starts.

Do we need to replace our existing systems?

Usually not. Automation connects the systems already in use. Replacement is recommended only when a system cannot be integrated or no longer fits the process.

How is an automation project priced?

Process mapping is fixed price. Delivery is priced as fixed-scope phases, each with a defined outcome, or as a monthly engineering retainer for ongoing automation work.

Who maintains the automations?

DVSN AI maintains delivered automations under a maintenance agreement, with monitoring, logs and alerts, and the client owns the source code and configuration.

Business automation

From manual and error-prone to automated and measurable

Every hour your team spends re-keying data, chasing approvals or rebuilding the same spreadsheet is an hour not spent on customers, growth and the work only they can do. DVSN AI automates the slow, repetitive steps so that time goes back to the work that moves the business forward.

Talk to an engineer

Before and after

What changes

Area	Before	After
Forms and data collection	Paper and PDF forms re-typed into systems	Digital and mobile forms that write directly to your CRM, ERP or database, with validation at entry
Approvals and handoffs	Requests held in email and chat	Routed approvals with status, audit trail and reminders
Data entry between systems	Staff copying records between CRM, accounting and ticketing	Integrations that sync once and reconcile automatically
Reporting	Month-end spreadsheets assembled by hand	Live dashboards fed by the systems of record

Forms and data collection

BeforePaper and PDF forms re-typed into systems

AfterDigital and mobile forms that write directly to your CRM, ERP or database, with validation at entry

Approvals and handoffs

BeforeRequests held in email and chat

AfterRouted approvals with status, audit trail and reminders

Data entry between systems

BeforeStaff copying records between CRM, accounting and ticketing

AfterIntegrations that sync once and reconcile automatically

Reporting

BeforeMonth-end spreadsheets assembled by hand

AfterLive dashboards fed by the systems of record

What is included

What we build

Digital forms and mobile data capture
Web and mobile forms with validation, attachments, signatures and offline capture that write directly to the system of record.
Document and invoice extraction
OCR and LLM-based extraction of invoices, orders, forms and correspondence into structured data, with human review for exceptions.
System integrations
Connections between CRM, ERP, accounting, PSA and ticketing platforms so records are created once and kept consistent.
Approval and notification workflows
Routed approvals with defined owners, escalation, reminders and a complete audit trail.
Scheduled and event-driven automation
Jobs triggered by time or by events in your systems, with retries, idempotency and logs for every run.
Dashboards and exception reporting
Live reporting from the systems of record, with exception queues that surface only what needs a person.

How it is delivered

How we work

Map the process

Each step, hand-off, system and exception is documented as it happens today, with volumes and time spent, so the return is known before any build starts.

Process walkthroughs with the people who do the work
Volumes, cycle times and error rates measured from current records
Systems and data involved at each step
A written case for automation with expected savings

A discovery meeting between an engineer and a client team

Remove the manual steps

Paper, re-keying and email approvals are replaced with forms, routing and extraction that write to the system of record.

Digital and mobile forms with validation at entry
Document and invoice extraction with exception review
Routed approvals with reminders, escalation and an audit trail
Notifications to the people and systems that need them

Integrate

The systems involved are connected so data moves without a person copying it, and discrepancies are reported automatically.

CRM, ERP, accounting, PSA and ticketing integrations
Scheduled and event-driven synchronization
Reconciliation reports and exception queues
Documented data flows for audit and insurance evidence

Measure

Cycle time, error rate and hours saved are reported from the live systems, and the next process is chosen from the data.

Live dashboards fed by the systems of record
Before-and-after comparison against the mapped baseline
Exception trends reviewed at scheduled intervals
A maintained backlog of further automation candidates

What sets DVSN AI apart

Return confirmed before build: The mapping step measures the current process, so the expected saving is written down and agreed before any development is approved.
One team for forms, systems and support: The forms, integrations, devices and identity involved are built and run by the same provider, so there is no gap between the automation and the environment it lives in.
Maintained under agreement: Delivered automations are monitored, logged and maintained by DVSN AI, and the client owns the source code and configuration.

FAQ

Frequently asked questions

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