4,200 customers a year — 90% onboarded touchlessly.
A sales operations team onboarding approximately 4,200 customers per year needed to turn customer setup information into complete, verified SAP customer records quickly enough to avoid delaying the first order.
Artificio digitizes the process from the first interaction. The business can describe its onboarding requirements using natural-language prompts and create an online customer registration form. A secure link is sent to the customer by email so structured data can be entered digitally and required evidence can be uploaded in the same experience.
Artificio then reads supporting documents, validates configured tax-exemption information and addresses, checks existing SAP data for potential duplicate customers, performs configured credit screening, assembles the customer master, and can prepare a proposed credit limit for approval. Clean records move through the straight-through path; failed or ambiguous checks arrive for review with the exact field and reason identified. Using the supplied metrics, 90% of customers are onboarded touchlessly, while the setup cycle moved from approximately 2 days to 12 minutes for clean records.
A signed deal can still wait days for the customer master.
Winning the customer does not automatically make the account ready to transact in SAP. Sales operations may still need legal/entity information, bill-to and ship-to addresses, tax status, contacts, payment terms, credit information and supporting documents before the customer master can be approved.
When those inputs arrive through email and attachments, internal teams must interpret the documents, re-key information, validate tax and address details, search for existing customers, complete credit checks and route approvals. A clean customer can spend most of its onboarding time waiting between people rather than being actively reviewed.
The business objective was therefore broader than OCR: digitize customer intake, validate the setup, govern credit and exceptions, and make the customer SAP-ready fast enough to remove onboarding as a barrier to the first order.
- ✕Sales emails a setup spreadsheet or document pack.
- ✕Customer sends information and attachments back.
- ✕Sales operations re-keys master data.
- ✕Addresses and tax status are checked manually.
- ✕Teams search SAP for possible duplicates.
- ✕Credit information is reviewed separately.
- ✕Missing data triggers email follow-up.
- ✕Approvals move through inboxes.
- ✕The first order waits for customer creation.
- ✓Business creates the required form using prompts.
- ✓Customer receives a secure link by email.
- ✓Structured data is captured digitally at the source.
- ✓Supporting documents are uploaded in the same flow.
- ✓Tax, address, duplicate and credit checks run automatically.
- ✓Proposed credit limit enters the approval workflow.
- ✓Exceptions show the exact field and reason.
- ✓Clean customers follow the straight-through path.
- ✓Approved customer master is created in SAP.
The delay happened before the first sales order ever reached SAP.
The customer-master transaction itself was not the entire two-day problem. Time was consumed collecting data, interpreting setup packs, finding missing information, validating fields, screening credit and waiting for approvals.
Clean customers and exception customers received much of the same manual treatment. That meant sales operations spent valuable time processing routine setups instead of concentrating on customers with genuine tax, credit, duplicate or data-quality issues.
Artificio changes the operating model: capture clean data digitally wherever possible, use document intelligence where evidence is still required, automate deterministic checks, and reserve human attention for exceptions and governed approvals.
Start digital, use documents as evidence, and finish with a governed SAP customer.
1. Create the onboarding form using natural-language prompts
Sales operations does not have to begin with a fixed generic customer form. The business can describe the information it needs — fields, sections, required documents and onboarding questions — and use Artificio to create an online registration form for that process.
This allows different onboarding experiences to be designed around business requirements rather than forcing every customer through one static setup pack.
2. Send a secure registration link
The customer receives the form link by email and enters structured information directly. Required supporting documents can be uploaded as part of the same onboarding flow.
3. Understand the supporting evidence
Artificio reads the documents that still matter — for example tax-exemption evidence or other configured setup documents — and extracts the fields needed to compare evidence with the digitally supplied information.
4. Validate and screen
Configured checks can validate tax information, normalize or verify addresses, identify possible duplicate customers in SAP, and perform the customer's approved credit-screening process.
5. Propose credit and route approvals
The workflow can assemble the information used by the customer's credit process and present a proposed credit limit for authorized approval. Artificio does not independently replace the enterprise's credit policy; the proposal follows the customer's configured rules, data sources and approval authority.
6. Create the approved SAP customer
Once required checks and approvals are satisfied, Artificio submits the verified customer-master data through the approved SAP integration path and retains the SAP response with the onboarding history.
The onboarding process can begin with a conversation instead of a spreadsheet template.
A business user can describe the customer information needed for a particular onboarding process and use prompts to create the digital form. The form can include structured fields, conditional questions, required sections and document-upload requirements.
Describe the customer information you need → create the online form → email the customer a secure link → collect digital data and documents → validate and screen → route credit/exception approvals → create the approved customer in SAP.
This matters because the highest-quality data often comes from collecting it structurally at the source. Document AI is then used where documents are genuinely required as evidence, rather than forcing every piece of customer information through OCR.
Use structured data for the setup — and documents to prove what needs proof.
| Input | Example information | Workflow role |
|---|---|---|
| Online customer form | Legal name, contacts, addresses, business details | Primary structured customer data |
| Tax-exemption evidence | Certificate / jurisdiction / identifier | Validation and supporting evidence |
| Address information | Bill-to / ship-to / legal address | Normalization / configured validation |
| Credit information | Configured financial / credit inputs | Screening and credit proposal |
| Existing SAP customer data | Names, addresses, identifiers, organizational context | Duplicate detection |
Validate the fields that can block invoicing, tax treatment and delivery later.
Artificio compares digitally supplied customer information with the supporting evidence and configured validation sources. Tax-exemption data can be checked for completeness and consistency under the customer's process, while addresses can be normalized or validated using the approved rules/services available to the workflow.
A missing certificate, inconsistent identifier, invalid address or mismatch between the form and evidence becomes an explained exception before the customer master is activated.
Do not create another customer number when the account already exists.
Before SAP creation, Artificio checks the relevant customer population for potential duplicates using configured identifiers and customer attributes. Likely matches can stop the straight-through path and route to sales operations or master-data review.
Credit screening runs according to the customer's configured policy and approved data sources. The workflow can combine the resulting information with the customer setup context so the credit decision becomes part of the same onboarding process rather than a disconnected email chain.
Assemble the credit decision with the customer master — without removing human authority.
For customers requiring credit, Artificio can prepare a proposed credit limit based on the inputs and rules configured by the business. The proposal is presented to the appropriate authorized reviewer before activation where approval is required.
This keeps the automation bounded: Artificio gathers the evidence, applies configured logic, explains exceptions and routes the decision, while the enterprise retains control over credit policy and approval authority.
The 10% needing attention arrives with the problem already identified.
At the supplied 90% touchless rate, the sales operations, credit or master-data teams can focus on the smaller population that fails automated checks. The reviewer can see the original customer input, supporting evidence, extracted values and the specific reason the workflow stopped.
| Exception | What Artificio surfaces | Typical owner |
|---|---|---|
| Potential duplicate | Candidate SAP customers and matching context | Master data / Sales Ops |
| Tax-exemption mismatch | Submitted value versus supporting evidence | Tax / Sales Ops |
| Address issue | Submitted address and validation result | Sales Ops |
| Credit review required | Customer inputs, screening result and proposed limit | Credit management |
| Missing required document | Required evidence not supplied | Customer / Sales Ops |
| SAP creation rejection | Attempted master data and SAP response | Master data / IT |
Only a verified, approved customer reaches the SAP creation step.
Approval routing can vary according to customer type, sales organization, company code, requested credit, tax condition or other configured business rules. Clean customers that satisfy the approved straight-through policy can move quickly; records requiring judgment remain human-in-the-loop.
After approval, the customer is created through the supported integration method for the customer's SAP landscape. Depending on the S/4HANA design, the process may involve the relevant Business Partner/customer roles and organizational extensions. SAP remains the authoritative system of record.
Customer-facing digital intake connected directly to governed SAP master-data creation.
This architecture means the process does not have to start with documents. Artificio can create the digital intake experience, collect structured customer data, gather required evidence, coordinate internal approvals and complete the SAP transaction as one workflow.
The exact SAP creation approach depends on the customer's ECC or S/4HANA landscape, vendor/business-partner model, enabled interfaces, organizational structure and governance. Artificio works through the enterprise's approved integration path.
Touchless customer onboarding still follows enterprise credit and master-data policy.
The straight-through path applies only when configured completeness, tax, address, duplicate, credit and approval conditions are satisfied. Records outside those boundaries are routed to authorized reviewers.
The workflow can retain the form version, customer submissions, uploaded documents, extracted evidence, validation results, duplicate candidates, credit-screening results, proposed credit limit, reviewer decisions, approvals, SAP request/response and resulting customer reference.
About 3,780 customers a year can follow the touchless path.
At 4,200 customers per year and a 90% touchless rate, approximately 3,780 customers per year can follow the touchless path, leaving roughly 420 customers per year for exception handling or additional approval based on the supplied metrics.
For clean customers, the supplied cycle-time metric moves from approximately two days to 12 minutes. I interpret “to first order” conservatively as customer onboarding/setup readiness for the first order, rather than claiming that Artificio completes the customer's entire order-to-delivery cycle in 12 minutes.
The larger business impact is that customer-master administration is less likely to become the bottleneck between a commercial agreement and the first SAP sales transaction.
Customer onboarding should start with digital collaboration — not wait for a document to arrive.
This case demonstrates a broader Artificio pattern. The platform can create the customer-facing experience itself, collect structured information and documents, understand supporting evidence, validate the data against enterprise rules and systems, coordinate internal decisions, and complete the resulting SAP transaction.
That is materially different from document processing alone. Document AI is one capability inside an end-to-end customer onboarding workflow.
Prompt-built customer form → email registration link → digital data + document collection → tax & address validation → duplicate & credit screening → proposed credit limit → exception/approval workflow → approved SAP customer → ready for first order.