// AI-Native Forward Deployed Engineering

We Deploy.
Inside
Your Business.

Nexus embeds AI engineers directly into your operations — not to consult, but to build, deploy, and deliver measurable results from within.

14× Faster deployment vs. traditional consulting
$440K+ Operational savings unlocked for clients
100% AI-native team — intelligence baked in
NEXUS AI-Native Engineering Forward Deployed Embedded Operators Outcome-Based Pricing Malaysian & SEA Market From SMEs to Corporates NEXUS AI-Native Engineering Forward Deployed Embedded Operators Outcome-Based Pricing Malaysian & SEA Market From SMEs to Corporates
// 01 — Approach

Deployed Inside.
Not Parachuted In.

01
Discovery & Mapping

We spend the first week learning your systems, pain points, and existing data — building a precise opportunity map before writing a single line of code.

02
Embedded Deployment

Our engineers work inside your environment — alongside your team, using your tools, building AI solutions that fit your existing workflow.

03
Measure & Iterate

Every milestone is tied to a business outcome. We surface metrics, run feedback loops, and continuously refine until the numbers move.

04
Handoff or Expand

At the end of each cycle, you choose: take full ownership of what we've built, or expand the engagement into new business areas.

Phase 1

Diagnostic Sprint — Week 1

Stakeholder interviews, system audit, data pipeline review. Output: an AI Opportunity Brief with prioritised use cases ranked by ROI potential.

Phase 2

Build Cycle — Weeks 2–6

Rapid prototyping → internal testing → staged rollout. All code lives in your repository. Daily standups with your team lead.

Phase 3

Stabilisation — Weeks 7–8

Load testing, edge-case resolution, staff training, documentation handoff. SLA defined and monitored.

Ongoing

Quarterly Recalibration

Strategy review every quarter — new opportunities identified, pricing model rebaselined against outcomes delivered.

// 02 — What We Deploy

Six Domains.
One Embedded Team.

[AI]
AI Automation

End-to-end workflow automation powered by LLMs — from document processing to customer response to internal ops.

[→]
Process Integration

Connect your existing tools and data silos. We build the intelligence layer that sits across your entire stack.

[◈]
Decision Intelligence

Real-time dashboards and AI-generated insights that surface what matters, when it matters, to the right people.

[⟳]
Agent Deployment

Custom AI agents that handle repetitive knowledge work — procurement, compliance checks, reporting, support triage.

[▲]
Data Engineering

Clean, structured, queryable data pipelines. Build the foundation that makes every AI initiative actually work.

[⊕]
Team Enablement

Train your internal team to operate, maintain, and expand the systems we build — so your capability compounds.

// 03 — Pricing

Retainer + Outcomes.
Skin in the Game.

Starter
Embedded Sprint
$1,750
/ month base retainer
+ $650 outcome fee per milestone
  • 1 embedded AI engineer
  • Up to 2 use cases per cycle
  • 8-week engagement minimum
  • Weekly reporting cadence
  • Source code ownership
  • 1 quarterly recalibration call
Enterprise
Strategic Partner
Custom
milestone-based pricing
Structured around your business outcomes (USD)
  • Dedicated Nexus team pod
  • Multi-department deployment
  • Executive reporting suite
  • Full IP transfer on completion
  • HRDF-claimable training component
  • 12-month roadmap planning
  • Quarterly board-ready briefings

See It Working
In the Wild.

Download our case study to see how a Malaysian logistics SME cut manual processing time by 68% and recovered $75K in operational cost within one 8-week Nexus deployment.

↓ Download Free Case Study
Logistics & Supply Chain — Kuala Lumpur
Automated Document Processing for Mid-Size Freight Operator

"The Nexus team was inside our warehouse system within 48 hours. By week 6, my ops manager had more time than she's had in years."

68% Processing time saved
$75K Annual cost recovered
6 wks Time to first ROI
Download Full Case Study →