AI-Native Software Delivery

Your on-demand
AI team of analysts, testers, developers.

By putting AI-powered tools in everyone's hands, we've built software delivery that scales on demand. Building software solutions is no longer a bottleneck—it's a competitive advantage.

$100M+
eComm enabled
1000+
Test cases
23 yrs
Enterprise
Agent Activity Live
1,284 actions queued
analystmapped 1,000+ test casesdone
testerregression suite running42%
developerAPI integration · phase 2queued
0
Debug loops
On-demand
24/7
Self-healing

Delivered for global enterprises & their platforms

Overseas Shipping Group Disney Cruise Lines Ashley Furniture Tata Consultancy PwC NetSuite Oracle EBS AWS MicroStrategy
The shift

Software delivery used to be the bottleneck. Not anymore.

Two decades of enterprise delivery taught us where projects stall—requirements churn, offshore QA, fragile pipelines, endless debug loops. AI-powered tooling removes each of them, so one seasoned operator now ships like a full team.

No more
Debugging loops

Agentic workflows diagnose and self-correct instead of stalling a sprint.

No more
Offshore QA

Regression and E2E coverage generated and run on demand, in hours.

No more
Fragile pipelines

Integrations built and documented to survive the next release cycle.

Instead
Self-healing flows

Systems that monitor, adapt, and keep working between engagements.

Solutions

An on-demand team
for every phase.

Each role of a delivery team, available the moment you need it—powered by the WAT framework, Claude Code, MCP and AWS Bedrock.

01 / Analysts

Discovery, requirements & roadmap

Solution-design sessions with SMEs, as-is / to-be process mapping, user stories, KPI definition, and a roadmap that runs from discovery to ROI.

  • Requirement elicitation & gap analysis
  • Process, workflow & data-flow artifacts
  • Epics, backlog grooming & sign-off orchestration
1000+
Test cases mapped & maintained
Discovery → ROI
End-to-end product lifecycle
How we work

A delivery method refined across two decades of enterprise programs.

01

Discovery & Assessment

Business-context analysis, SME sessions, data-readiness review, and a clear-eyed read on where the real bottlenecks live.

02

Design & Architecture

Solution design, integration architecture, agent workflow design, and an implementation roadmap tied to measurable KPIs.

03

Build & Integrate

Production systems, API and file-based integrations, automation, migrations—documented and regression-tested as they ship.

04

Optimize & Scale

Post-go-live monitoring, incident post-mortems, training, and self-healing flows that keep delivering between engagements.

Case Studies

Real programs.
Real outcomes.

A track record of enterprise delivery across shipping, hospitality, retail and consulting—the experience now amplified by AI.

$100M+
eComm revenue enabled
1000+
Test cases mapped
50+
Integrations modernized
Previous 24 mths
Financial data migrated
Overseas Shipping Group NetSuite · JiBe ERP

Turning Accounts Payable from a cost center into a savings engine.

Full NetSuite FIN implementation: automated AP approvals with Squareworks OCR, redefined procurement to a pay-by-terms model, designed Time & Spot-Charter revenue recognition, and built a custom vendor-onboarding portal as the system of record.

$1000s
Saved / period
Days→auto
AP approvals
EBS→NS
2 yrs migrated
Squareworks OCR JPMC payments Nautical Systems API
Disney Cruise Line Versonix Seaware

Modernizing reservations and lifting the platform to the cloud.

Ran discovery and analysis for the reservation-modernization program: requirement elicitation, process and workflow artifacts, and a full current-state map of 50+ on-premise integration points—then moved applications, data feeds and the data warehouse to AWS.

50+
Integration points
On-prem→AWS
Cloud migration
DW
Warehouse moved
Reservation modernization AWS Cloud
Ashley Furniture Industries AX 2012 · MicroStrategy

From site launch to $100M+ in annual eCommerce sales.

Led the eCommerce AX 2012 program from launch to scale—process/gap analysis across SiteCore content, cart, AX financials and order management; defined E2E, regression and UAT; built a six-person BI team and a MicroStrategy 10.2 enterprise rollout.

$100M+
Annual sales
6
BI team built
10.2
MicroStrategy
SiteCore MongoDB ETL EDI integration
Tata Consultancy Services PwC Enterprise programs

Requirements, PoCs and rigorous QA for application & infrastructure projects.

Organized stakeholder sessions to define as-is / to-be requirements, iterated proofs-of-concept with decision makers, authored TFS test plans with heavy regression, and coordinated BRD, change-management and UAT sign-offs to go-live.

As-is→to-be
Requirements
PoC
Iterated w/ execs
BRD→UAT
Sign-off to go-live
Microsoft TFS Regression testing Risk mitigation
Available for new engagements

Let's build your
competitive advantage.

Bring the on-demand team to your next program. Schedule a consult and we'll map the fastest path from discovery to ROI.