SOLUTION FDE / FORWARD-DEPLOYED ENGINEERING
FROM CHALLENGE TO CAPABILITY
Start with a recurring problem that crosses systems or teams. Avenrix works alongside business owners and technical teams to understand the real process, build a controlled pilot and transfer an accepted solution.
ILLUSTRATIVE SOLUTION PATHS
These scenarios are starting points for discovery. Measures are selected with your team and compared against an agreed baseline.
Trading & distribution
Connect sales orders, stock, delivery dates and payment terms. Surface shortages, prepare follow-ups and keep shipment decisions with the business owner.
Exception review time, record completeness and follow-up closure.
Procurement & manufacturing
Review credentials, compare quotation lines and connect contracts, orders, receipts and invoice exceptions in one governed workflow.
Quotation comparison effort, reconciliation exceptions and supplier response time.
Professional & business services
Retrieve current policies and technical documents with supporting sources. Prepare work for expert review and route exceptions to the right person.
Answer usefulness, source accuracy and escalation quality.
Multi-site & regional operations
Align the meaning of customers, products, locations and operating rules. Give teams local workbenches within centrally agreed access boundaries.
Definition consistency, reporting effort and permission-test results.
THE DELIVERY JOURNEY
Each stage leaves a concrete output. Scope, timing and responsibilities are confirmed in the engagement proposal.
Map source systems, spreadsheets, policies and real operating steps. Select a business owner, baseline and acceptance measures.
Workflow brief · data inventory · acceptance plan
Validate business objects, relationships and definitions. Configure approved connectors, user roles and sensitive-field controls.
Business blueprint · connector scope · permission matrix
Create the workbench, knowledge workflow or agent. Test normal cases, exceptions and unauthorised actions with business users.
Working pilot · test evidence · review log
Release the accepted scope, train owners and agree support. Retain approved skills and test cases for future improvements.
Accepted release · runbook · training · improvement backlog
AN ILLUSTRATIVE WORKFLOW
A sales request triggers a check across orders, inventory, production and customer records. Every action stays within configured permissions.
Explore AI Business PlatformRetrieve requested delivery dates and compare stock, production plans and packaging availability.
Explain shortages, draft purchasing follow-ups and propose updated dates with the supporting records.
The authorised owner confirms commitments. Record approved updates and assign outstanding exceptions.
DEPLOYMENT & RESPONSIBILITY
Confirm hosting region, model processing, data transfers, retention and support ownership for the selected configuration.
A scoped environment for evaluating selected workflows, with agreed access and data handling.
Run the business application in your environment and define the boundary of any external reasoning services.
Assess application and reasoning services within an agreed private boundary, subject to product and licence scope.
PREPARE FOR OUR FIRST DISCUSSION
Tell us which workflow takes too long, which systems it touches, who owns the result and what a useful outcome looks like. We will use that to scope discovery and a reviewable pilot.
START WITH ONE WORKFLOW
Bring your use case. We’ll map the systems,
controls and acceptance criteria together.