§00Forward-Deployed AI Engineering

Deploy intelligence
where work happens

TUNA engineers embed with your team, bringing our own Agent platform. From use-case discovery to production, we ship AI systems that run, measure and improve within weeks.

kb-support-agent · online · cited answers
voice-coach · vi / th / id · live
video-pipeline · storyboard → render
data-hub · ERP write-back ✓
model-router · auto · cost-aware
mcp-gateway · tools connected
kb-support-agent · online · cited answers
voice-coach · vi / th / id · live
video-pipeline · storyboard → render
data-hub · ERP write-back ✓
model-router · auto · cost-aware
mcp-gateway · tools connected
kb-support-agent · online · cited answers
voice-coach · vi / th / id · live
video-pipeline · storyboard → render
data-hub · ERP write-back ✓
model-router · auto · cost-aware
mcp-gateway · tools connected
kb-support-agent · online · cited answers
voice-coach · vi / th / id · live
video-pipeline · storyboard → render
data-hub · ERP write-back ✓
model-router · auto · cost-aware
mcp-gateway · tools connected
§01PARAMETERS
P-01wks
2–6

From discovery to a live POC

P-02%
100

Agent answers traceable to source documents

P-03languages
5

Shipped in ZH / EN / VI / TH / ID

P-04team
1

Owns strategy, engineering and operations

§02CAPABILITIES

Four capabilities. One delivery engine.

From a single Agent to an AI-native organization, we deliver with the same engineering method and platform.

SHEET 01 / 04 · Agent Solutions

Enterprise Agent Solutions

Production-grade agents for support, training, content and specialist design. Connected to your knowledge and systems, with cited answers and auditable actions.

A-01
Knowledge-base support agents · cited
A-02
AI voice coaching · real-time, multilingual
A-03
Video & content production pipelines
Learn more
FIG. 02.1kb-support-agentLIVE
kb-support-agentRAG · cited
How often is routine service due?
Ask anything…↑
hybrid retrieval · top_k 8
page-level citation
eval · groundedness
SHEET 02 / 04 · AI Transformation

Enterprise AI Transformation

Find the AI use cases worth doing, lay the model, data and access foundations, and get your teams using AI every day.

T-01
Use-case discovery & ROI assessment
T-02
Multi-model access · private deployment
T-03
Custom AIGC platform · team AI toolchain
Learn more
FIG. 02.2model-routerLIVE
cost-aware routing
private deployment
MCP toolchain
SHEET 03 / 04 · Digital Transformation

Digital Transformation

No rip-and-replace. A data hub on top of your existing ERP, commerce and finance systems: one entry point, write-back, live dashboards.

D-01
Data hub · integration & write-back
D-02
Operating dashboards · live metrics
D-03
Websites, mini-programs & global storefronts
Learn more
FIG. 02.3data-hubLIVE
Revenue this week▲ live
  • Order sync···
  • Inventory write-back···
  • Finance reconciliation···
single entry point
ERP write-back
live metrics
SHEET 04 / 04 · Forward-Deployed Engineering

Forward-Deployed Engineering

Engineers embed directly with your team. They find problems in real operations, write code, ship and iterate until the system is truly adopted.

F-01
On-site or remote, embedded in your team
F-02
Weekly iterations · visible progress
F-03
Ongoing operations & expansion
Learn more
FIG. 02.4engagement / pilot-01LIVE
engagement / pilot-01on track
Discover
Embed
Build
Scale
W1W2W3W4W5W6● Live
  • v0.1 · use-case mapqueued
  • v0.3 · data connectedqueued
  • v1.0 · pilot livequeued
embedded engineers
weekly releases
eval-driven
§03FORWARD-DEPLOYED ENGINEERING

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.

01

Discover

Week 1

Map workflows with business owners and front-line staff, identify high-value, feasible AI use cases and define success metrics.

Deliverables
  • 01.1Use-case map
  • 01.2ROI assessment
  • 01.3Success metrics
02

Embed

Weeks 1–2

Engineers join your team, connect data sources, knowledge bases and business systems, and set security and access boundaries.

Deliverables
  • 02.1Data access
  • 02.2Security & permissions
  • 02.3Environments
03

Build

Weeks 2–6

Assemble agents and workflows on the TUNA platform, ship a usable version every week and iterate on real feedback.

Deliverables
  • 03.1Working POC
  • 03.2Weekly releases
  • 03.3Eval sets
04

Scale

Ongoing

Expand from pilot to more teams and markets, with monitoring, evaluation and operations that keep the system improving.

Deliverables
  • 04.1Production rollout
  • 04.2Monitoring & evals
  • 04.3Team enablement
§04PLATFORM

The platform is why we ship fast

Every engagement compounds into reusable platform capabilities. You don't get throwaway code. You get a system that keeps evolving.

FIG. 04tuna://platform/agent-studioRunning

Agent Studio

Enterprise agent workbench

Retrieval, tool use, multi-model routing, evaluation and audit: everything needed to build enterprise agents in one place.

Retrieve01
Rerank02
Generate03
Cite04
Eval05
STDOUT0/6
§05DEPLOYMENTS

Deployed where the work is
Asia, Europe and the Americas

Each pin maps to a real engagement: delivered, in progress or at proposal stage. Clients are anonymized by industry.

§06BILL OF MATERIALS

Model-agnostic. Open by design.

We pick the right model and infrastructure for each use case, cost profile and compliance need, with no vendor lock-in.

M · MODELSQTY 08
M-01
Claude
M-02
GPT
M-03
Gemini
M-04
DeepSeek
M-05
Qwen
M-06
Doubao
M-07
Kimi
M-08
GLM
S · STACKQTY 12
S-01
MCP
S-02
RAG
S-03
pgvector
S-04
PostgreSQL
S-05
Next.js
S-06
Python
S-07
Vercel
S-08
Alibaba Cloud
S-09
Volcengine
S-10
Lark
S-11
WeCom
S-12
Docker
§07WORK ORDER

Tell us about your business.
Let's find your first AI use case.

Leave a note and we'll get back to you shortly.

SCOPE
  1. 0130-minute discovery call
  2. 02Use-case & feasibility read
  3. 03Delivery path & timeline
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