# AI-Forward Deployed Engineers | Syntari

Source: https://syntari-ai.com/advisory-services/deployed-engineers

ADVISORY · AI-FORWARD DEPLOYED ENGINEERS
EMBED
Our engineers. Your team. Shipped capability.
When the work needs builders, not advisors: Syntari engineers embed with your team to ship production AI inside your environment , at your cadence, under your governance.
PIPELINES
Ingestion & data engineering
Pipelines that turn multi-year, analyst-attributed records into a queryable ledger , the substrate every agent depends on.
RETRIEVAL
Retrieval integrity
Engineering the layer that makes citation-or-abstain enforceable rather than aspirational , verified against your source of record.
INTERFACES
Interfaces people use
Research one-pagers, exception queues, pipeline views , adoption by design, built so an analyst uses them without training.
QUALITY
Quality gates
Automated coverage on the paths that carry dollar consequence; parallel-run tooling that proves new capability before cut-over.
INTEGRATIONS
Reliable connections
File exchange and reconciliation with administrators and third-party systems, built for high-reliability environments.
TEAM
The bench behind them
Distributed-systems engineers from Meta-scale infrastructure and elite technical units , 15+ years shipping systems that hold.
Discuss an embedded engagement