Your clients' data isn't ready for AI agents. You know it. They don't.

SDC Certified Practitioner Program

You have the expertise to see the problem. You don't have a structured way to diagnose it, price it, fix it, and get paid for it on a recurring basis. That is what this program gives you.

See the Plan Create Account + Fund $10 → Sign In to SDCStudio

Two audiences, one credential

The curriculum, exam, and credential are the same whether you serve external clients or your own organization.

External Practice

Independent Consultants

Solo practitioners and small consulting firms (1-5 people) who serve SMB clients in a specific sector - healthcare, legal, financial services, manufacturing, non-profits - and want a structured way to deliver semantic data infrastructure outcomes and build a recurring revenue practice.

Internal Practice

Corporate IT Staff & Data Architects

Data architects, engineering leads, and IT managers inside organizations who use the framework to assess and improve their own data estate. The credential is "Practitioner," not "Consultant" - no client-facing implication, no HR friction. Same toolkit, same diagnostic, applied internally.

The problem you can see but can't sell

You already know that data infrastructure is the bottleneck for every organization you work with. But "your data architecture is fragile" is not a pitch your clients will buy.

The external problem

A client deploys an AI agent. It hallucinates because the data underneath has no structure, no provenance, no governance. The agent sends the wrong email, invents a feature, makes a decision nobody can trace. The client blames the AI. You know the real problem is the data.

Your internal problem

You keep billing hours for custom integration work that starts from scratch every time. You watch the same problems recur at the next client. You know the fix, but you don't have a framework that makes it sellable at SMB price points - a structured diagnostic, a repeatable delivery model, and a deliverable that doesn't require rebuilding everything.

In the age of AI agents, this isn't optional anymore.

78% of organizations have AI agents in production. The EU AI Act enforcement deadline is August 2, 2026. Your clients' CTOs are being asked for structural governance - governance bound to the data, not managed in a dashboard. Nobody in your competitive set can deliver it. Yet.

We built the framework. You deliver it.

Axius SDC spent 25+ years engineering deterministic semantic data infrastructure for the moment machines became the primary consumers of structured data. The demand exists now. We can't deploy it to every SMB in the world. You can.

Empathy

We have watched the same data failures you have - in healthcare where the consequences are measured in lives. We know what it feels like to see a problem clearly that nobody is paying you to fix.

Authority

25+ years of engineering. 20+ peer-reviewed publications. 165+ citations. 20+ international standards (W3C, OASIS, OMG, ISO, IETF, IANA). Deployed across healthcare, defense, government, and enterprise. The framework is not theoretical. It is in production.

The plan: three steps

A structured path from diagnostic to recurring revenue.

1

Diagnose

The SDC Maturity Map: a six-dimension diagnostic that scores your client's data infrastructure against an open, standards-based reference model. 90 minutes. One radar chart. A one-page report. You sell this as a standalone $2,500-$5,000 engagement.

2

Build

Deploy bespoke applications on the client's own infrastructure. Every model generates a context graph with structural governance - workflow, attestation, provenance, and decision traces built in. The client owns everything.

3

Steward

Data doesn't stand still. Every change is a billable touch - 30 min to 4 hours, $1,500-$3,000, mostly remote. No forced migrations. No forced upgrades. Recurring revenue that compounds.

What happens if this isn't solved

Your clients deploy AI agents on ungoverned data. The agents hallucinate. The hallucinations get saved to persistent memory. The system teaches itself fabricated facts. Nobody notices for weeks because the failure is silent.

A regulatory audit finds no provenance trail. The EU AI Act requires evidence at the millisecond of inference. The client's dashboard-based governance cannot produce it.

Meanwhile, your competitor who learned to deploy structural governance is building a component library in your vertical that you cannot replicate without doing the same 12 months of work.

What success looks like

Your first engagement in a vertical is real work for real money. Your second reuses 60-70% of what you built. Your fifth reuses almost everything. Meanwhile, every client you've already onboarded keeps generating recurring revenue every time their data changes. The compounding works in two directions at once.

No forced upgrades, ever.

The application only changes when the client asks for a change, on their timeline. SaaS vendors upgrade on their schedule - your client controls theirs.

No data migrations, ever.

New schemas evolve in place. Data never moves. Every SaaS migration loses something. Your client's data stays on their infrastructure from day one.

Read the full economics: how the compounding works →

Who this is for

Strong fit
  • • Independent consultants and small firms (1-5 people) serving SMBs in a specific sector
  • • Knowledge graph and context graph consultants wanting a deterministic alternative with governance, provenance, and decision traces
  • • Ontology engineers, FHIR practitioners, and master data consultants looking for a sustainable solo business model
  • • Internal data architects who want the same credential and toolkit
  • • Former corporate data engineers considering independent practice
Not a fit
  • • Generalists who want to serve every sector (compounding requires vertical focus)
  • • Pure-play data engineers without client relationships
  • • Vendors of competing data quality products
  • • Anyone looking for a credential without a practice
  • • Anyone expecting predictable monthly revenue from day one

What you get

SDC Maturity Map framework - six-dimension diagnostic with floor constraint principle Production toolchain - SDCStudio, SDC Agents, generated Django apps with context graphs 9-module curriculum (~14-16 hours self-paced), open source, free forever Engagement collateral - proposal template, governance executive summary, all rebrandable Sales collateral - leave-behind, sales deck, email sequences 100,000 SDCStudio credits ($100 worth) added on certification Public directory listing as an SDC Certified Practitioner Community access - Discord with SDC Bot assistant, office hours, peer support

How it works

No application form. No committee review. The curriculum is free forever. You are never paying for knowledge - only for the credential.

Tier 1: Aware

Free, always

Read the framework. Read the curriculum. Use the framework with your existing clients however you see fit. No signup, no obligation, no certification. Apache 2.0.

Tier 2: Certified

The credential + business model

  1. 1. Browse - Read the economics, the framework, and the curriculum. Free.
  2. 2. Register - One step: create your account and fund your wallet with $10, which lands as 10,000 credits. The credits are yours to spend and fund your first component mints.
  3. 3. Study - Click "Practitioners" in your menu. 9 modules, self-paced.
  4. 4. Certify - Pass the exam. Get certification, 100,000 credits, directory listing.

Certification pricing

Item Cost
Curriculum, framework, all materials Free, always (Apache 2.0)
SDCStudio credits (yours to spend) $10 minimum purchase (10,000 credits)
Certification exam $500, one time
Credits added on certification +100,000 credits ($100 worth)
Your time ~14-16 hours study + 90 min exam

Ready to certify?

The exam fee is $500. Review the format and retake policy, then pay securely when you are ready.

Exam Details & Retake Policy Pay the $500 Exam Fee

No revenue share. No exclusivity. No commission structure. Axius SDC makes money on the infrastructure that powers your deployments. You make money on your engagements.

Foundation Documents

Practitioner Economics

The two compounding axes, the worked 3-year example, and why the fifth client costs almost nothing to deliver.

SDC for Graph Practitioners

Building knowledge graphs or context graphs by LLM extraction? SDC generates context graphs automatically with structural governance - decision traces, provenance, and attestation built in.

SDC Maturity Framework

Six dimensions of semantic data readiness, scored 1-5. The diagnostic instrument you use with clients. The floor constraint principle explained.

Program Overview

The two-tier structure (Aware to Certified), what certified practitioners get, what the program costs, and how to begin.

Curriculum

Nine self-paced modules. Approximately 14-16 hours of study. Open source, free forever.

1. Semantic Data Fundamentals

Floor constraint, two-level modeling, minimum knowledge modeling, context graphs, where SDC fits.

2. SDCStudio: Your First Model

Account setup, uploading data, AI processing pipeline, reviewing models, generating outputs.

3. Components, Clusters & Publishing

SDC type hierarchy, Component Wizard, semantic linking, versioning, context graph generation.

4. The Six Dimensions

Definitions, level criteria, the floor constraint principle, reading the radar chart.

5. Conducting an Assessment

Engagement shape, interview question banks, artifact review.

6. Scoring & Presentation

Rubric, biases, executive summary, presenting to mixed audiences.

7. Prescribing Interventions

Intervention catalog, sequencing, the per-touch stewardship model, context graph deliverable.

8. Deployment

SDC Agents SMB setup, pipelines, assembly review, client handoff, infrastructure requirements.

9. Building a Proposal

Proposal structure, milestones, success metrics, client-facing vocabulary, the per-touch product.

About Axius SDC

Axius SDC, Inc. is the steward of the Semantic Data Charter and the SDC ecosystem. We serve organizations at every scale: enterprise customers deploy SDCStudio Sovereign on their own infrastructure, businesses with internal IT teams build directly on SDCStudio, and independent practitioners deploy SDC-powered outcomes for SMB clients who lack in-house data architecture expertise. The Practitioner program is how SDC reaches the long tail of organizations that will never have a data architect on staff.

The relationship is positive-sum by design: the more practitioners deploy, the more SDCStudio component mints we serve, the better the catalog gets, the easier the next practitioner's first engagement becomes.

There is no revenue share, no exclusivity, no commission structure. The framework, the curriculum, the templates, and the open-source software are all Apache 2.0. If you stop working with us tomorrow, you keep your component library, your client relationships, your applications, and your credential.

Three ways to start

Read the Economics

The most important page on this site. Free.

Read the Framework

Six dimensions. Standards-based. No signup.

Create Account + Fund $10

$10 buys 10,000 credits, yours to spend on your first mints. Then start studying.

Already have an account? Sign in to SDCStudio

Questions? contact@axius-sdc.com or Tim Cook on LinkedIn