FORWARD DEPLOYED ENGINEERING
Forward Deployed Engineers embedded at your site, taking AI from the demo room to the production line.
Off-the-shelf products can't solve the last mile: the data is on-site, the workflows are on-site, and so are the real pain points. FDE follows the Forward Deployed Engineer model — AI engineers embed directly in your business, working shoulder to shoulder with frontline teams, so pain points no longer get lost in translation through requirements documents.
From on-site diagnosis and scenario co-creation to rapid prototyping, production deployment, and team enablement, FDE iterates in weekly cycles: a prototype in week one, AI embedded deep in your core workflows within months — and the capability stays with your own team.
Engineers work from your office, mapping workflows and data alongside frontline staff — requirements arrive with zero loss in translation.
A rapid inventory of data assets and workflows to find the highest-ROI entry points for AI — fight the winnable battles first.
A hands-on prototype in one to two weeks, validated on real data — then decide whether to invest at scale.
Permissions, systems, and data pipelines connected — hardening the prototype into a stable, reliable, operable production system.
Pair development, training, and documented methodology — long after we leave, your team runs it with confidence.
After launch, business outcomes are continuously measured and optimized, keeping the value curve climbing.
Group-level AI strategy executed: prove it in a pilot unit, then replicate at scale across the organization.
Deep on the production line and in quality inspection, where AI and industrial data deliver results together.
On-site development in high-compliance environments — data never leaves your domain, and the entire process is auditable.
Start fast without an AI team — we deliver the project and build your team along the way.
Book a 1-on-1 with an expert for a solution and quote tailored to your scenario.
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