phData Forge

phData Forge is our AI-native delivery system that governs how every phData engagement is scoped, built, and executed. AI drives first drafts at scale, while our experts provide the judgment, quality, and strategy that ensure outcomes improve with every engagement.

Methodology + Tooling: Codifying Our Expertise

Forge Skills, Forge Agents, Forge Accelerators, and Forge Studio aren’t abstractions. They are the tangible assets deployed in every engagement. Every component is purpose-built for delivery and available for projects from day one of the engagement.

phData Forge

AI-native delivery methodology, standards, and tools that power every engagement.

Forge Agents

Purpose-built AI agents that execute across the delivery lifecycle: architect agents, developer agents, tester agents, and more running simultaneously across workstreams.

Forge Catalog

The curated repository of agent skills, plugins, and AI tooling behind every Forge engagement. Pull, use, contribute; the Forge Catalog gets sharper, stronger, faster, and more optimized with every project.

Forge Studio

The interactive UI in the phData Toolkit, Forge Studio, is the purpose-built interface that enables teams to access, run, and interact with Forge’s AI capabilities in a structured, visual environment.

Why phData Forge Works

Whether you’re starting a net-new platform or scaling a mature cloud environment, Forge is built to move faster without cutting corners.

AI-First Delivery

Agents are the first author of every artifact, requirements, code, tests, and documentation, freeing consultants to focus on what only humans can do.

Parallel Execution

AI agents operate across multiple workstreams simultaneously, compressing timelines that traditional delivery models cannot match.

Compounding Systems

Every engagement feeds new learnings back into the methodology. Forge gets smarter with each project, creating a durable advantage that off-the-shelf AI tools cannot replicate.

Expert Judgment, Applied

Consultants shift from production to judgment: reviewing output, validating quality, making architectural decisions, and keeping stakeholders aligned at every step.

Standardized Excellence

Forge Skills, our codified, practice-specific agent playbooks, ensure every agent operates with the right context and adheres to phData delivery standards.

Measurable Outcomes

Clients are seeing meaningful improvements in delivery velocity, with faster development cycles and more efficient execution.

Customers are expecting AI to be incorporated throughout the entire service delivery lifecycle. phData Forge is our answer. It augments our deep human expertise with specialized agents, enabling us to deliver greater time-to-value to customers while improving the quality and confidence of our solutions. We are no longer the initial creators of artifacts; we are the expert guides, validators, and ultimate guarantors of the output.

— Adam Fokken, CTO, phData

I. Discovery & Design

Start with clarity.
Forge gets you there.

From the first stakeholder conversation, AI is already working; transcribing meetings, drafting user stories, surfacing architectures, and documenting every trade-off. Our consultants lead the conversations that matter.

Stakeholder Alignment

AI captures and structures every session so nothing gets lost in translation.

Backlog & Requirements

Stories, acceptance criteria, and priorities arrive structured and ready to build.

Architecture & Design

Architectures and designs generated, validated, and documented.

Forge a plan in just days.

Discovery is where speed is won or lost. Forge compresses weeks of workshops into days, combining AI-drafted requirements and architectures with the kind of expert judgment that ensures what gets built is exactly what the business needs.

Stakeholder
Sessions
Use Case
Ideation
Data
Discovery
Platform
Architecture
Intelligence
Strategy
Data Model
Design
Forge Skills
Mapping
Backlog +
Roadmap

II. Build & Deploy

Agents build. Experts ship.

Forge Agents execute across parallel workstreams; writing code, generating tests, and producing data pipelines while our consultants own the quality gate. Nothing ships without human sign-off.

Build

  • Parallel Agent Execution

  • Code & Scaffold Generation

  • AI-Written Test Suites

  • Isolated Branch Development

Validate

  • Automated Preliminary Checks

  • Human PR Approval

  • Coverage & Linting Gates

  • Continuous Integration

Deploy

  • AI-Build CI/CD Pipelines

  • Monitoring Configs & Runbooks

  • Alert Threshold Tuning

  • Human-led Release Coordination

III. Transfer & Repeat

Delivery that multiplies.

Every engagement closes with measurable outcomes, fully enabled teams, and a more capable phData Forge. Our consultants, with the help of AI, present business value, transfer knowledge, and feed new skills back into the Forge Methodology, raising the performance ceiling for every engagement that follows.

KT & Enablement, Perfected

AI generates training materials, FAQs, and walkthroughs from your codebase. Our consultants lead live sessions, adapt materials to your audience, and ensure your team owns what was built.

Prove Value, Forge Ahead

Every engagement ends with a clear view of outcomes, including delivery velocity, time-to-value, and business impact. We present the results, build the case and roadmap for what’s next.

The Forge Flywheel

Reusable Forge Skills, refined methodologies, and proven delivery patterns are contributed back to Forge, so your next project starts ahead of where the last began.

Projects forge better capabilities.
Better capabilities accelerate projects.

Speed that compounds. Daily.

phData Forge is live and we’re just getting started.

Data Coach is our premium analytics training program with one-on-one coaching from renowned experts.

Accelerate and automate your data projects with the phData Toolkit