Engineers on the front line, until the system is adopted
Forward-Deployed Engineering is how we deliver. Senior engineers embed with your team and build on real data and real workflows, rather than coding remotely against a spec.
- v0.1 · use-case mapqueued
- v0.3 · data connectedqueued
- v1.0 · pilot livequeued
Requirements are hard to pin down
Business teams can't spell everything out up front, and traditional outsourcing burns budget on rework.
Delivery is the finish line
Nobody maintains the system after launch, and it decays as the business changes.
No in-house AI engineering
A full AI engineering team is hard to hire and expensive to keep.
On-site or remote embed
Engineers join your stand-ups and workflows to understand problems first-hand.
Weekly iterations
A usable release every week, with transparent progress.
Platform acceleration
Proven TUNA platform modules, so time goes into what makes your business different.
Eval-driven
Eval sets built from real business data, with quality judged by metrics.
Knowledge transfer
Docs, code and training handed over in full, so your team can own it.
Long-term operations
Ongoing monitoring, optimization and expansion into new use cases.
We don't hand over a slide deck.
We hand over a running system.
Forward-Deployed Engineering: engineers go to the front line and build on real data and real workflows, with visible progress every week.
Discover
Map workflows with business owners and front-line staff, identify high-value, feasible AI use cases and define success metrics.
- 01.1Use-case map
- 01.2ROI assessment
- 01.3Success metrics
Embed
Engineers join your team, connect data sources, knowledge bases and business systems, and set security and access boundaries.
- 02.1Data access
- 02.2Security & permissions
- 02.3Environments
Build
Assemble agents and workflows on the TUNA platform, ship a usable version every week and iterate on real feedback.
- 03.1Working POC
- 03.2Weekly releases
- 03.3Eval sets
Scale
Expand from pilot to more teams and markets, with monitoring, evaluation and operations that keep the system improving.
- 04.1Production rollout
- 04.2Monitoring & evals
- 04.3Team enablement
- 010Factory digital health check & roadmapOn-site sessions with leadership and IT covering ERP, overseas warehouse, email lead capture, scheduling, training and web. We assessed whether a major MES purchase was needed and delivered a three-month roadmap: ERP first, MES later.VN
Tell us about your business.
Let's find your first AI use case.
Leave a note and we'll get back to you shortly.
- 0130-minute discovery call
- 02Use-case & feasibility read
- 03Delivery path & timeline