We ship AI that works. Fast.

Five phases. Clear gates. Agents on your live backlog from Day 1.

Built different. By design.

Method, not moment

A delivery structure with gates, owners, and outcomes — tested across real enterprise environments. Not a framework on a slide.

Governance before autonomy

Control plane built first — security, audit trails, and human-in-the-loop checkpoints active before a single workflow scales.

Outcomes you can report upward

KPIs tracked from day one. Every gate tied to a business metric. You’ll always have a number to stand behind.

Let's get to work.

90 days. Five phases. Assessment drives activation.

Kickoff

Charter, KPI baseline, risk register locked.

Assessment

Readiness scored. Go / No-Go gate.

Build & Validate

Agents deployed. Workflow validated.

Scale & Operationalize

Multi-workflow expansion. Adoption tracked.

Operate & Optimize

Governance cadence. Quarterly value reviews.

One pod. Live backlog. Real sprint work.

Launch — Weeks 1–4

Confirm scope, KPI baseline, success criteria

Provision OptimaAI instance + governance controls

Integrate enterprise toolchain

Operationalize 2–3 workflow packs on live items

Weekly evidence pack: KPI deltas + work item links

Run & Expand — Weeks 5+

Expand coverage across teams and repos

Reduce false positives, harden eval checks

Policy-approved automation only (merge/release)

Replicate pod model across products

Standardize governance and KPI packs

Shipped. Measured. Repeated.

Unifying demand forecasting across six product lines

Fragmented projections across sales, ops & finance. Teams overriding forecasts. Planning horizon gaps of 3–12 months.

5 - 10%

MAPE achieved across all product categories

90 Days

Assessment to full production scale

Rebuilding a payment orchestration platform's reporting stack with AI-first engineering

Migrated 45 complex Looker reports to Vue.js 3 in an 8-week deadline

2x

Development velocity — 45 reports delivered in 8 weeks

40%+

Code reuse — client called it a new standard for technology partnerships

Building one platform for chat, voice & agentic workflows

Fragmented tools compounding overhead every sprint. No governance, no cost visibility, no orchestration.

40%

Faster agent delivery

Concurrent interactions supported

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Agentic AI 2026 | A Mid-Market Playbook for Adoption and Scale

From pilot ambition to enterprise-scale execution. 
Grounded in data from ~200 mid-market enterprise 
leaders.

About R Systems

We’re on a mission to reshape the digital landscape, constantly evolving and adapting. Our curious minds seek out new frontiers, driving innovation through collaborative co-creation. By fusing bold ideas and diverse perspectives, we blaze new trails and navigate uncharted waters. 

Our methodology -
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