Learning and environment assessment
We identify learner groups, current proficiency, priority workflows, platform configuration, connected systems, governance responsibilities and adoption barriers.
DataConsultant provides role-based Atlan training for data stewards, analysts, engineers, administrators, governance teams and business users. The service combines practical instruction, guided exercises and adoption planning to help teams use catalog, glossary, lineage, metadata and workflow capabilities consistently within their approved operating model.
Atlan Training Service is a structured capability-building engagement that teaches teams how to use Atlan effectively within their organisation’s data ecosystem and governance model. It typically supports data leaders, platform owners, administrators, data stewards, analysts, engineers and business users. Deliverables can include role-based curricula, instructor-led sessions, hands-on exercises, job aids, administrator guidance, adoption plans and knowledge checks. Business value depends on an appropriate Atlan configuration, access to representative workflows, learner participation and ongoing ownership. Training does not replace platform implementation, legal advice, security testing or vendor certification.
The programme can be scaled from focused role-based workshops to a broader enablement initiative covering platform use, governance workflows, administration and sustained adoption.
We identify learner groups, current proficiency, priority workflows, platform configuration, connected systems, governance responsibilities and adoption barriers.
We deliver guided sessions for administrators, stewards, contributors and consumers, supported by demonstrations, approved exercises and scenario-based discussion.
We help establish champions, support routes, refresher learning, office hours, usage measures and ownership for maintaining materials as the platform evolves.
Scope the learner groups, delivery format, environment requirements and expected outcomes.
Users learn the workflows, terminology and responsibilities relevant to their work rather than receiving generic platform demonstrations.
Potential outcome: reduced time spent finding basic guidance and resolving avoidable usage questions.
Stewards and contributors can be trained on agreed definitions, ownership, documentation and workflow expectations.
Potential outcome: more consistent catalog contributions and review practices.
Consumers learn how to search, interpret context, review lineage and identify accountable owners before using data.
Potential outcome: better-informed data selection and fewer duplicated enquiries.
Training connects governance policy to specific Atlan tasks, approvals and evidence requirements.
Potential outcome: stronger understanding of how governance operates in the platform.
Administrators receive structured guidance on roles, permissions, configuration ownership and change controls.
Potential outcome: fewer avoidable configuration and access-management issues.
Train-the-trainer, champion and knowledge-transfer options help internal teams maintain learning after delivery.
Potential outcome: reduced dependency on ad hoc external support for routine enablement.
Platform value can be constrained when users do not understand how Atlan fits their roles, governance processes or daily decisions.
This can lead to continued reliance on spreadsheets, tribal knowledge and repeated requests to data teams. We connect platform features to concrete user journeys and decision points. Adoption still depends on leadership support, useful metadata and accessible workflows.
Inconsistent descriptions, ownership and classifications reduce trust in the catalog. We train contributors and stewards on agreed standards, examples and review steps. Training cannot resolve unclear policy or missing ownership without additional governance work.
Teams may understand governance conceptually but not how to apply it through Atlan workflows, approvals or evidence. We map learning to approved governance processes and escalation paths. Legal and regulatory interpretations must remain with authorised specialists.
Configuration and support can become fragile when only one or two people understand the environment. We provide administrator learning, runbooks and knowledge transfer where in scope. Access to configuration information and platform owners is required.
Without champions, support channels and follow-up, learners may revert to previous habits. We can include office hours, refresher sessions, adoption measures and champion enablement. Sustained change requires internal ownership and manager reinforcement.
Define the learning intervention that matches your adoption challenge.
The service can support startups, growing businesses, enterprises and regulated organisations using Atlan for data discovery, metadata management and governance.
A multi-domain organisation is introducing Atlan and needs consistent role-based onboarding.
A regulated organisation needs data stewards to document assets and apply controls consistently.
A platform team needs to reduce concentration of operational knowledge.
An established Atlan environment has low usage and inconsistent user understanding.
Business and analytics teams need to find trusted data products and understand context before use.
A global organisation needs internal trainers to scale onboarding across regions and teams.
Modules are selected and sequenced according to learner responsibilities, platform maturity and the organisation’s approved operating model.
For users who need to navigate Atlan, find assets and interpret available context.
Covers: navigation, search, filters, asset pages, owners, terms, classifications, lineage, certifications and usage context.
Inputs: user personas, priority assets, naming conventions and approved examples.
Deliverables: foundation module, exercises, reference guide and knowledge check.
For stewards, owners and contributors responsible for improving catalog content.
Covers: descriptions, ownership, domains, glossary terms, classifications, policies, review workflows, issue escalation and quality expectations.
Inputs: governance standards, stewardship roles, metadata model and approval process.
Deliverables: steward curriculum, scenarios, contribution checklist and workflow guidance.
For platform administrators and technical owners who manage configuration and support.
Covers: role and permission concepts, configuration ownership, connector awareness, support triage, change control and operating documentation.
Inputs: architecture, access model, support process and configuration inventory.
Deliverables: administrator sessions, runbook content, support matrix and knowledge transfer.
Excludes vendor certification, unsupported configuration changes and specialist penetration testing unless separately scoped.
For teams responsible for embedding Atlan into everyday work.
Covers: learner communications, champion networks, office hours, refresher learning, feedback, adoption metrics and material maintenance.
Inputs: change plan, support model, adoption objectives and available usage data.
Deliverables: adoption plan, champion toolkit, support routes and measurement framework.
The final deliverable set is agreed during discovery and depends on roles, environment access, delivery format and the level of tailoring required.
| Category | Deliverable | Purpose | Client input required |
|---|---|---|---|
| Assessment | Learning needs and role analysis | Prioritises modules by learner responsibilities and current capability | Role list, stakeholder interviews and proficiency information |
| Design | Role-based curriculum map | Defines pathways, prerequisites, sequence and intended learning outcomes | Priority workflows, governance model and platform context |
| Delivery | Instructor-led training sessions | Provides demonstrations, explanation, discussion and guided practice | Learner attendance, access and approved examples |
| Practice | Hands-on exercises and scenarios | Builds confidence through realistic, controlled tasks | Sandbox or approved environment and suitable data |
| Reference | Job aids and quick-reference guides | Supports users after formal sessions | Terminology, screenshots and process validation |
| Administration | Runbooks and support guidance | Clarifies routine operating and escalation practices | Support model, ownership and configuration details |
| Adoption | Champion and communication toolkit | Helps internal teams reinforce learning and onboard future users | Change channels, champion nominees and governance sponsorship |
| Measurement | Learning and adoption measurement plan | Defines practical indicators, baselines and review cadence | Available learning, usage and support data |
We can help distinguish essential training outputs from optional enablement support.
Confirm objectives, learner groups, priority workflows, platform maturity, constraints and success measures.
Review configuration context, governance processes, access arrangements, current skills and available learning assets.
Build role-based pathways, module objectives, demonstrations, exercises and supporting materials.
Deliver instructor-led sessions with explanation, guided practice, questions and role-specific scenarios.
Use practical exercises, knowledge checks, feedback and facilitator observations to identify remaining gaps.
Transfer materials, enable champions, agree support routes and define refresher or adoption activities.
Training is centred on Atlan but should reflect the surrounding data estate, governance requirements and internal controls that shape how users work.
Avoid generic learning by incorporating approved workflows, terminology and controls.
| Model | Best suited to | What it can include | Client participation | Commercial basis |
|---|---|---|---|---|
| Focused workshop | A defined role group or specific workflow | Preparation, instructor-led session, exercises and job aid | Provide context, attendees and access | Fixed scope where requirements are stable |
| Role-based programme | Multi-role rollout or relaunch | Needs analysis, multiple pathways, sessions, materials and checks | Stakeholder input, learner coordination and platform access | Project-based estimate |
| Train-the-trainer | Organisations scaling learning internally | Trainer enablement, facilitation practice, guide and feedback rubric | Nominate trainers and protect preparation time | Fixed or phased scope |
| Adoption support | Teams needing reinforcement after training | Office hours, refresher sessions, champions and reporting | Own communications, support routes and action follow-through | Retainer or time-based support |
| Embedded enablement specialist | Complex programmes with ongoing learning needs | Curriculum management, onboarding, clinics and stakeholder coordination | Provide governance, access and delivery integration | Dedicated capacity for an agreed period |
These examples are illustrative planning scenarios, not client results or fixed commitments.
Situation: A governance team has appointed domain stewards but Atlan responsibilities are new.
Approach: Foundation learning, glossary and metadata contribution, ownership workflows, issue escalation and practice scenarios.
Important condition: Stewardship standards and approval routes must be sufficiently defined.
Situation: Analysts and report users need to locate trusted assets without relying on platform administrators.
Approach: Search, filters, asset context, lineage, owners, certifications and responsible use of metadata.
Important condition: Catalog coverage and descriptions must be useful enough to support discovery.
Situation: A central team needs to scale learning across regions and business units.
Approach: Core curriculum, localisation guidance, train-the-trainer practice, facilitator toolkit and quality review.
Important condition: Regional trainers need time, sponsorship and access to current materials.
Outcomes should be measured against an agreed baseline. Training can influence behaviour and capability, but platform adoption also depends on configuration quality, governance clarity, metadata usefulness and management reinforcement.
A reliable estimate requires initial scoping. Cost is shaped by preparation, tailoring, delivery and support requirements rather than learner count alone.
Number of learner groups, roles, regions, languages and proficiency levels.
Foundation-only learning versus stewardship, administration, governance and adoption modules.
Effort required to align examples, screenshots and exercises to the client configuration.
Remote, onsite, blended, cohort size, workshop count and scheduling constraints.
Sandbox preparation, exercise design, access validation and facilitator support.
Job aids, facilitator guides, recordings, editing, localisation and maintenance expectations.
Knowledge checks, practical validation, learner feedback and reporting requirements.
Office hours, refresher sessions, champion support, reporting and embedded enablement.
Share your learner roles, current Atlan stage and preferred delivery model.
Atlan training is most useful when it connects platform features to data-management responsibilities, business decisions and operating practices.
Use least-privilege access, approved environments, controlled screenshots and secure handling of configuration or architecture information.
Avoid personal or sensitive data in exercises unless expressly approved and appropriately protected. Use synthetic or sanitised examples where possible.
Define learning objectives, prerequisites, facilitator review, practical checks, feedback and version control for materials.
Training may explain approved controls but does not provide legal advice, statutory audit, certification or specialist security assurance.
The learning experience is stronger when platform access, connected-system context, support ownership and governance processes are ready before delivery.
Confirm learner accounts, permissions, sandbox availability, browser access, connector visibility and any restrictions on screenshots or recordings.
Validate glossary ownership, stewardship workflows, support routes, access approval, issue escalation and material change controls.
Identify sponsors, platform owners, subject-matter experts, trainers, champions and managers responsible for reinforcing new practices.
Representative feedback is presented below to illustrate the delivery qualities organisations value in an Atlan Training Service engagement.
“The programme linked our catalog objectives to the work each role needed to perform. The discovery sessions helped separate essential steward learning from broader platform topics, and the resulting curriculum gave sponsors a clear view of prerequisites, ownership and the support needed after launch.”
“Workshops brought governance, analytics and engineering stakeholders into the same conversation without making the content too technical for business users. Questions were handled constructively, decisions were recorded, and revisions to the exercises reflected our actual discovery and data-consumption workflows.”
“Our stewards needed practical guidance on ownership, glossary terms, classifications and review steps. The training translated those responsibilities into clear Atlan activities and escalation routes. It also highlighted where our policy and decision rights needed clarification before we expected consistent behaviour.”
“The facilitator did not treat every feature as equally important. Learners were given practical criteria for choosing trusted assets, interpreting lineage, checking ownership and understanding certifications. That focus made the sessions useful for day-to-day decisions rather than a tour of the interface.”
“The train-the-trainer work gave our internal team a repeatable structure for onboarding new users. Practice delivery, facilitator notes, question-handling guidance and the handover pack were especially useful. The team was also clear about which technical topics required vendor or implementation support.”
“Communication was organised from discovery through delivery. Materials were shared for review, comments were tracked, and revisions were made without losing the learning objectives. The final job aids and support recommendations gave our programme team a practical basis for follow-up and adoption reporting.”
The service can include learning needs analysis, role-based curriculum design, instructor-led sessions, guided demonstrations, hands-on exercises, job aids, administrator knowledge transfer, train-the-trainer support, adoption planning, office hours and measurement guidance. Final scope is agreed after reviewing learner roles and the Atlan environment.
Typical participants include data stewards, data owners, governance professionals, analysts, data engineers, architects, platform administrators, compliance stakeholders, product managers and business users who need to discover, understand, document or govern data.
Yes. Subject to access and security constraints, training can reflect your terminology, connected systems, metadata model, business glossary, classifications, workflows, roles, policies and priority assets. Tailoring effort is considered during scoping.
Hands-on exercises can be included when a suitable sandbox, training tenant or controlled environment is available. Exercises should use synthetic, sanitised or specifically approved data and must respect learner permissions and information-security requirements.
Yes. Separate pathways can be created for administrators, engineers, stewards, analysts, governance teams and business consumers. Shared foundation content can be combined with role-specific modules and scenarios.
Yes. Training can be integrated into rollout planning, provided the platform configuration, governance processes, learner access and priority workflows are sufficiently stable. Learning content may need controlled updates as the implementation changes.
Yes. An adoption-focused engagement can examine learner feedback, usage patterns, support themes, workflow friction and role clarity before designing targeted refresher learning, champion support and reinforcement activities. Training alone may not resolve configuration or operating-model problems.
Administrator enablement can cover configuration ownership, roles and permissions concepts, support triage, change practices, operating documentation and knowledge transfer. Exact technical topics depend on the environment and should not be treated as vendor certification.
Yes. Train-the-trainer support can include facilitator guidance, delivery practice, feedback, a trainer handbook, content adaptation rules, learner-question handling and quality checks. Internal trainers need sufficient platform knowledge and protected preparation time.
Training can be remote, onsite or blended. The suitable format depends on learner location, cohort size, security restrictions, exercise requirements, facilitation needs, travel and scheduling constraints.
There is no reliable fixed duration without discovery. Timing depends on learner groups, curriculum depth, environment readiness, tailoring, workshop count, availability, review cycles, language needs, exercise design and post-training support.
Pricing is influenced by learner numbers, roles, preparation effort, curriculum depth, environment tailoring, delivery format, materials, assessment requirements, language, location and follow-up support. DataConsultant can provide a written estimate after initial scoping.
Useful inputs include learner roles, training objectives, platform configuration context, connected systems, priority workflows, governance standards, approved examples, access arrangements, support ownership and available adoption or usage data.
Training should use least-privilege access and avoid unnecessary exposure of sensitive data, credentials, architecture details or personal information. Synthetic or sanitised examples are preferred. Recording, screenshots and environment access should follow client policy and contract terms.
No. Training helps people use and support the platform, but it does not replace platform implementation, connector engineering, vendor certification, legal advice, statutory audit, penetration testing or specialist cybersecurity work unless those services are separately scoped and appropriate.