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⚙ FORGE — AI-NATIVE SDLC

Build software the way
AI makes possible.

38% of tasks fully AI-replaced. 51% AI-augmented. Human effort concentrated at the 7 gates that genuinely require judgment. Every phase closes with a quantified scorecard.

⚙ Forge Focus Hub — Q2 PI Planning

Market Research Synthesis 🤖 AI Replace
Scope & Architecture ⚡ Augment
Plan Approval Gate 👤 HITL Required
Code Generation 🤖 AI Replace

SDLC-39 · Phase 3 of 7 · 43% complete

38%
Tasks fully AI-replaced
51%
Tasks AI-augmented
7
Irreducible HITL gates
~55%
Avg human effort reduction

WORKSTREAM PATHS

Two ways to start a workstream.

Market Research Driven Auto-Seeded AI Assisted

Core Path

Galvafy generates validated Market Research synthesis, scope, objectives, competitive analysis, pricing, and risk seeds — all auto-seeded before you touch a task.

Customer-Driven SOW Intake AI Driven

Custom / Bespoke Path

Initiated from a customer requirement or Statement of Work. AI ingests the SOW, extracts structure, and seeds the workstream with customer-specific context.

EXECUTION MODES

Every task is classified. No exceptions.

🤖
AI Replace — 38%

Fully autonomous

AI completes the task end-to-end. Human review optional. Examples: env setup, unit test generation, documentation drafting, MR synthesis.

AI Augment — 51%

Human + AI working together

AI generates a high-quality draft or analysis. Human refines, approves, or steers. Examples: architecture decisions, code review, test planning.

👤
HITL Required — 11%

7 irreducible human gates

Tasks that genuinely require human judgment, business context, or accountability. Plan approval, UAT sign-off, compliance review, go/no-go decisions.

● 38% AI Replace ● 51% AI Augment ● 11% HITL

JIRA INTEGRATION

Import your epics. AI does the rest.

Connect your Jira project and Forge imports your epics and stories directly into workstreams. AI maps tasks to execution modes, identifies dependencies, and seeds your backlog automatically.

Epic ImportStory MappingAuto-classificationDependency Detection

Import from Jira

SDLC-39
Market Research
7 stories · 7 in progress
SCRUM Sprint 1
SDLC-57
Analysis
9 stories · 3 in progress
SCRUM Sprint 1
SDLC-65
Design
9 stories · 0 in progress
To Do

PHASE SCORECARDS

Evidence at every phase close.

At the end of every phase, Forge generates a Phase Scorecard showing exactly what AI did, what humans touched, and how long it took vs. baseline.

Phase Scorecard

Market Research — Q2 PI Planning

Phase Closed
7/7
Tasks AI-completed
2.1h
Human hours in loop
-64%
vs. prior baseline

All 7 tasks resolved · 0 blockers · Quality: Excellent

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