From Business Intent to Production

7 deterministic steps — with enterprise context, compliance guardrails, and AI assistance baked in throughout.

Agentic SDLC at Enterprise Scale

Intent

Application Purpose & Context

App Profile

Capabilities & Features

HITL

Architecture

Generate Design

HITL

Task Plan

Specs & Tasks

HITL

Generate Code

Connect & Generate

Code Reviews

Review & Scorecard

HITL

Deploy

Generate IaC & Deploy

User Requirements
Deterministic Architecture
AI Coding Agents
Human in the Loop (HITL)
Compliant Deployment

4 Phases. 7 Steps. Production-Ready.

From architecture description to deployed, compliant code — every step governed, traceable, and AI-accelerated.

Phase 01
Define

Establish the foundation — your architecture, governance rules, and compliance requirements in a structured format.

1

Describe Your Application

Describe your application capabilities — define business context and constraints.

2

Set Governance & Compliance

Encode governance rules, security policies, SOC2/HIPAA/GDPR requirements as enforceable constraints.

Phase 02
Architect

ACE AI ingests your application context and generates enterprise-grade architecture, designs, capabilities, and implementation plans.

3

Generate Application Context

ACE CoPilot generates capabilities, features, components, requirements, and a full implementation plan.

4

Architecture Review & Approval

Stakeholders review AI-generated designs through structured approval workflows before any code is written.

Phase 03
Build

ACE MCP reads the approved task list, selects tasks, and generates production-ready code with full traceability and compliance guardrails.

5

MCP List Projects & Tasks

ACE MCP connects to AppFaktors, lists projects and tasks, and picks the next set of approved task to implement.

6

Generate & Validate Code

AI coding agents generate code grounded in approved architecture — automatically tested and compliance-validated.

Phase 04
Deploy

Human architects review AI outputs, approve changes, and ship production-ready code with tests, docs, and deployment artifacts.

7

Review, Approve & Deploy

Final human review triggers automated deployment — code, tests, IaC, and docs all generated and shipped together.

Enabling the Future of Agentic SDLC for Enterprise

AppFaktors ACE gives your organization a centralized, intelligent agentic SDLC platform — from application concept to design to code to deployment — all with compliance.

Framework

Architecture Meta Model Framework

A deterministic information system modeling framework that captures your enterprise architecture in structured, information system model — giving AI agents the context they need to generate production-ready artifacts.

  • Deterministic system modeling
  • Structured enterprise context capture
  • Governed architecture definitions
  • Foundation for all downstream generation
AI Studio

AI Studio

Purpose-built AI environment tuned for Enterprise Architecture and SDLC workflows. Generate architecture designs, code, tests, and deployment artifacts grounded in your enterprise context.

  • Tuned for Enterprise Architecture
  • Context-aware code generation
  • Architecture-grounded AI recommendations
  • Multi-model orchestration
Workflows

Workflow Designer

Purpose-built workflow designer for Enterprise SDLC agentic flows. Orchestrate multi-step AI agent pipelines with human-in-the-loop approvals at every critical stage.

  • Visual agentic flow builder
  • Human-in-the-loop approval gates
  • Multi-agent orchestration
  • Customizable SDLC stage workflows
Integrations

Integration Hub

Connect ACE to your existing DevOps ecosystem and ITSM tools. Pre-built connectors for CI/CD pipelines, issue trackers, cloud providers, and service management platforms.

  • CI/CD pipeline connectors
  • Jira, ServiceNow, and ITSM integrations
  • AWS, Azure, GCP cloud connectors
  • REST API for custom integrations
Compliance

Compliance Policies as Code

Embed compliance policies directly into every stage of the SDLC. SOC2, HIPAA, GDPR, and custom policies are enforced automatically — not bolted on after the fact.

  • Policy-as-code engine
  • SOC2, HIPAA, GDPR enforcement
  • Automated compliance validation at every stage
  • Audit-ready compliance reports
Standards

Standards & Reference Library

Centrally manage best practices, skills, and constraints that guide AI agents. Your enterprise standards become the guardrails for every generated artifact.

  • Centralized best practices repository
  • Reusable architecture patterns
  • Skill and constraint definitions
  • Enterprise-wide consistency enforcement
Architecture as Code

The Methodology That Eliminates Rework

AaC is AppFaktors' systematic approach to grounding AI in enterprise context — ensuring every generated artifact is production-ready, compliant, and aligned with your architecture from day one.

See It In Action

Business context captured in structured format

Governance rules enforced automatically at every generation step

Compliance requirements baked in — not added after the fact

Human approval workflows keep architects in control

Architecture drift detection keeps code and design in sync

Full audit trail for every AI decision and output

Your Agentic SDLC. Done right.

Schedule a call with our team to see how AppFaktors ACE eliminates AI rework, enforces governance, and accelerates your enterprise AI transformation.

SOC2 Type II Certified · Enterprise grade security