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AWS Premier Tier Services Partner
one of 93 in the US, of 130,000 worldwide

AWS AI Services Competency

One agentic process in production, on your real data, in 90 days.

Your team's agent demo took two weeks and still hasn't touched a real customer. It stalled on data nobody defined, a late security review, and nobody able to prove it at volume. Armakuni FDE PODs are a small team inside your business, accountable for one process running in production. A process that runs, not a roadmap.

An island where a road runs from a Day 1 sign, past a barrier raised at Week 4 under a GO sign, to a Day 90 finish line, beside a building signed Your company, a field being harvested and a board signed Your scoreboard with four ticked bars.

What the 90 days leave you with

  • Weeks 1–4

    Decisions and context

    Gate 1: metric and pass mark
    • Your vocabulary mapped, so no AI agent guesses
    • Data access and security review: day one
  • Weeks 5–8

    Built in your AWS account

    Gate 2: running on your data
    • AI agents, tools and integrations on Amazon Bedrock AgentCore
    • Every call metered, on a name
  • Weeks 9–13

    Proved, then shipped

    Gate 3: go-live on the evidence
    • Ground truth at volume, cost per task measured
    • Failure modes named, human checkpoints set
    • Runbooks and an owner on your side
Your POD, ring-fenced
Forward Deployed LeadContextAI agentEvaluation
Yours, the people who decide
Decision ownersSecurityData

The value, in one process

One order pilot: demo day, then a real Monday.

Example
Demo day

12 tidy cases, all right

A real Monday, switched off

214 checked by hand

The same Monday, week 13

205 of 214 right first time; 9 go to a person

More than 500 AWS customer launches
1,300+ engineers

A process in production, not a block of time.

A defined outcome and a defined price; after go-live the POD sizes month to month. 70% of the proofs of concept we scope reach production.

What stays in your account at handover.

Yours

The running process

Yours

The proof

Yours

The head start

Ours

Patterns

Live in your account.AI agents on Amazon Bedrock AgentCore, the gateway, guardrails, identity scopes, runbooks and alerts.

Measured, not estimated.Evals and ground truth to rerun, cost per task, failure rates, and why each design choice was made.

Built once, as code.Your business vocabulary, tools and connectors as code, and the next process scoped.

Test patterns.Never your data. Our access is removed.

How a POD is different

  • A lead who decidesA Forward Deployed Lead in your time zone, an AWS solution architect who builds. No project manager in the middle.
  • The AWS production barYour real data, your governance, 90 days or less. We hold the Generative AI Competency and Agentic AI Specialisation.
  • Upfront about what takes timeIf a security review won't clear inside 90 days, we tell you in week one and plan around it.

What it has done for clients

Ryno Strategic Solutions under 2 of 4 weeks

to production-ready; AWS funded $25,000

PlannedReady
A government case platform 80–90%

of form onboarding automated, a person approving the rest

6 monthsWeeks
A U.S. cinema chain 30%

faster call handling; three chat workflows run by AI agents

BeforeAfter

Book a free FDE scoping workshop.

  • A few hours with a Forward Deployed Lead, free
  • Bring one business process
  • Go or no-go on 90 days, and the pass mark to prove it
  • The data and security path, and AWS incentives

Scan to book
hello@armakuni.com
or ask your AWS account team