One of the world's leading aerospace & defense companies took Mantrix from ERP access to a production decision workflow in four weeks — through their security review, with approval gates and a full audit trail. This is how.
Project-driven A&D enterprise. Compliance-heavy: FAR, DFARS, DCAA set the rules. Client identity anonymized under agreement.
A recurring, expensive decision made manually from stale extracts — days of analyst work per cycle, answers arriving after the moment to act.
A production decision workflow on live ERP data: continuous recommendations with evidence attached, approved by named owners, written back with a full audit trail.
Published with client approval. Identity anonymized; all visuals use synthetic data; quantitative results are shared only in direct conversations, with permission.
Embedded on site. One expensive decision chosen with the executive owner. System access established, extraction semantics mapped with the client’s functional owners — which tables, which views, what the data actually means.
First decision workflow running against real data. The client’s specialists challenge every output; derivation logic and edge cases corrected daily. Evaluation dataset drafted with the people who own the numbers.
Approval gates wired to named approvers. Audit trail end to end. Evaluation suite passing against customer-approved test cases. Security review completed with the client’s team.
Live in production with real users. Human-approved write-back operating. Monitoring, kill switch, and rollback in place. Results measured with the client, on their numbers.
The workflow shipped only after passing an evaluation suite built from customer-approved test cases.
Every action requires a named approver. Segregation of duties preserved throughout.
Signal → recommendation → evidence → approver → action → result, logged end to end.
Completed the client’s security review required for production deployment in their environment.
The paired-expert model, in practice: how we staff every deployment →
Bring one expensive manual decision. We'll turn it into a controlled production workflow — measured on your P&L.