AI-Driven Delivery Life Cycle
AcxWorks
AI-Driven
Delivery.
AI-led execution. Human governance.
Acxhange’s reimagined delivery model — this is how we deliver software. AI is embedded across the full software life cycle, not as a tool, but as a core operating layer working alongside humans across planning, build, test, and production.
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Faster
30–50%
Faster delivery. Cycles compress from months to weeks. AI handles requirements, code, tests, and ops in parallel.
Leaner
25–40%
Lower cost. Fewer hands, more output. Knowledge lives in agents and skills — not individual engineers.
Safer
40–60%
Fewer defects. 60–80% higher test coverage. AI-driven QA catches defects earlier — and in production.
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Built for
New builds · Enhancements · Modernization · Sustained delivery
Built on
Anthropic Claude · AWS · Azure · OpenAI · MCP
AI-Led Execution
Human Governance
Plan · Design · Build · Test · Operate
30–50% Faster Delivery
25–40% Lower Cost
40–60% Fewer Defects
Anthropic Claude · AWS · Azure · OpenAI · MCP
Build Skills Once · Compose Agents Endlessly
AI-Led Execution
Human Governance
Plan · Design · Build · Test · Operate
30–50% Faster Delivery
25–40% Lower Cost
40–60% Fewer Defects
Anthropic Claude · AWS · Azure · OpenAI · MCP
Build Skills Once · Compose Agents Endlessly
Photo — team / delivery / engineering
AI across every phase.
AI executes → Human validates → AI iterates → Outcome delivered
Plan
Requirements, user stories, acceptance criteria
Design
Architecture, service decomposition, technical specs
Build
Code generation, APIs, integrations, refactoring
Test
Functional, regression, edge cases, compliance traceability
Operate
Monitoring, anomaly detection, RCA, suggested fixes
powered by
▼▼▼
Five components. One delivery engine.
AcxWorks — AI-Driven Delivery Life Cycle
Agent Orchestration
Analyst, Architect, CodeGen, QA, Support agents
Skill Library
Reusable AI capabilities across every SDLC stage
Human Governance
Decisions, validations, and approvals at every critical use
Knowledge Capture
Continuous reuse, embedded in agents, skills, and workflows
Continuous Delivery Loop
AI executes, Human validates, AI iterates
AI executes → Human validates → AI iterates → Outcome delivered
Build skills once. Compose agents endlessly.Scale the concept across the enterprise: skills built once, reused by every agent, across every work archetype.Skills compose into agents. Agents deploy into delivery workflows. Work specification + agents + humans = outcome delivered.Enterprise Skill Marketplace
Reusable · Governed
Code Review
Log Parsing
Test Generation
Root Cause
Impact Analysis
Spec Drafting
+ More
compose into
Agent Roster — Assembled from skills
SRE Agent
Dev Agent
QA Agent
Release Agent
deploy into
Work SpecificationIntent · Scope · Outcomes
◄
Agents + HumansCollaborate to execute
◄
Delivery WorkflowOutcome delivered
Build skills once · Compose agents endlessly · Deliver any archetype
Real outcomes. Real systems.
Faster30–50%Faster delivery.Cycles compress from months to weeks. AI handles requirements, code, tests, and ops in parallel.Leaner25–40%Lower cost.Fewer hands, more output. Knowledge lives in agents and skills — not individual engineers.Safer40–60%Fewer defects.60–80% higher test coverage. AI-driven QA catches defects earlier — and in production.
Your toughest delivery.
Hand us a production system that is hard to manage — or a greenfield build that needs to ship faster. AcxWorks slots into both. Within a month, we will have an AI + Human team working in your context, with skills and patterns ready to reuse.
01
Production system
Hard to manage, undocumented, or unstable? Bring it to us.
Within ~1 month: understanding established, support stabilized, incidents handled.
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02
New build
Need to ship a new system faster? Start with AcxWorks.
Agents + skills + humans in parallel — from spec to running software in weeks.
Start a new build →
Talk to us about
Your toughest
delivery.
Production or new build.Hand us a production system that is hard to manage — or a greenfield build that needs to ship faster. AcxWorks combines insurance domain depth with AI-native delivery — strategy that ships, engineering that scales.
hello@acxhange.com · +1 (415) 351-8173
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