Operations overview
Complete the work between your systems.
From customer inquiries to evidence-backed quotations, gated approvals, order handoff and follow-ups. Every action is visible and auditable. No autonomous regulated quality decisions.
Priority commercial queue
What the agents actually complete
Example workflow chain
Open a synthetic RFQ and run the steps. Cases include stock shortfall, controlled document requests, restricted account and duplicate requests.
Why this is not just another dashboard
The goal is fewer manual touches: retrieving records, compiling a quote, routing authorizations, preparing customer communication, matching the customer's PO and reconciling outcomes. Forecasting and reporting support decisions, but completed approved work is the product.
Inbound RFQs
5 synthetic scenarios| RFQ | Customer | Product | Status |
|---|
Selected inquiry
Execution timeline ·
Run each step to see what a production agent would need to verify before preparing a quotation.
Normalized customer data
Policy findings
Run activity
Approval workspace
Policy-controlled authority
Only the corresponding role can approve its proposal. Commercial approval never overrides an eligibility block, a supply hold or document release restrictions.
Quote, customer acceptance and ERP handoff
Customer correspondence and follow-ups
Simulated correspondence ledger
Fictional monthly RFQ volume by week
Example values are illustrative, not customer production analytics.
ROI estimator
Model potential administrative capacity value; does not claim realized cash savings.
What we actually measure in a paid pilot
Time to completed outcome
Hands-on minutes from inbound RFQ to approved, accurately sent response; include rework.
Correctness
Field extraction accuracy, policy failures, quote/PO mismatches and duplicate prevention.
Closure
Automated touch reduction, quote acknowledgment, aging, exception clearance and order handoff.
Candidate system integrations
No systems connectedThese are supported product targets, not claims about any specific pharma company's installed systems or permissions. Customer-by-customer technical discovery is mandatory.