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Datavers.AI TechPub
Datavers.AI
AI-native technical publications & MRO

Engineering knowledge,made actionable.

Turn engineering data into structured, validated technical publications — with AI assisting authoring, illustration, review and maintenance.

The challenge

Technical documentation is still a fragmented workflow.

Different industries.Same problem.Higher risk.

A gearbox at the centre, ringed by the systems its information is spread across: a CAD window, a PLM parts table, an exploded illustration, an authoring view of a maintenance procedure, a CSDB module tree and a publishing panel offering PDF, HTML, DITA and S1000D.
01

Multiple tools

Information across systems.

Engineering data, drawings, procedures and manuals often live across different tools and formats, making it hard to keep everything connected.

  • CAD systems
  • PLM platforms
  • Illustration tools
  • Authoring tools
  • CSDBs
  • Publishing systems
The same gearbox shown twice side by side: the current design marked as the latest revision, and the illustration in its documentation still showing the earlier one.
02

Information drift

When engineering changes, documentation falls behind.

Engineering data evolves, but related documentation and illustrations often don't keep up, leading to inconsistencies and higher risk.

A stack of ring binders on a desk, each spine carrying a different engineering subject, beside rolled drawings and a workstation.
03

Manual effort

Teams spend too much time managing information.

Technical teams spend time structuring, formatting, checking and maintaining documentation instead of focusing on engineering knowledge.

See it in action

TechPub AI, end to end.

A walkthrough of the platform — from the CAD model, through conversion and authoring, to the people who use the information.

Step 1 of 4, Engineering data: a CAD wireframe turbine engine on a workstation monitor, with reference books for CAD, PLM, Engineering Drawings and Parts Information.
The Datavers Platform

01

Engineering Data

Bring together the information behind the asset.

  • CAD
  • PLM
  • 3D Models
  • Engineering Drawings
  • Existing Manuals
  • Parts Data
1234
The platform, end to end

The journey starts at the engineering model.

Author, illustrate, validate, review, publish and access technical information in one connected environment.

AI assists the work. Engineers control the result.

An engineering workstation: a mechanical assembly rendered in 3D beside its technical drawing, a panel of source data, and the published technical pages produced from it.
  1. 01

    CAD to engineering data

    Bring engineering information into the publication workflow.

    A mechanical assembly in 3D beside its CAD drawing.
  2. 02

    Understand

    Parse engineering information into structured, reusable knowledge.

    The same assembly exploded into its parts, with the data layers linking them.
  3. 03

    AI-assisted drafting

    Generate structured technical content based on engineering information.

    A technical authoring view drafting a procedure beside the engineering model.
  4. 04

    Block-based authoring

    Create and manage content without working directly with XML.

    A clean technical-document editor built from typed blocks.
  1. 05

    Figure Studio

    Create technical figures directly from the engineering model.

    An exploded assembly with numbered callouts on its parts.
  2. 06

    Validate & review

    Check content against the official schema and your own rules.

    A validation checklist with each check confirmed.
  3. 07

    Publish

    Deliver technical information in the format your organization needs.

    A digital publication on a tablet beside the printed documents produced alongside it.
Change loop

Engineering changes shouldn't mean starting over.

When engineering or parts information changes, the workflow can identify affected technical content and figures so teams can review the relevant updates.

An engineering model with a change detected on it, tracing through to the content and figures it affects.
After release

A released issue stays relevant.

Changes open a new revision instead of altering the issue in place, and what differs between issues stays visible.

A stack of published technical manuals with their successive revisions marked alongside.
AI-assisted engineering knowledge

AI assists the work. Engineers control the result.

Datavers applies AI across the technical publication lifecycle — helping teams create, understand, validate and maintain engineering information while keeping technical experts in control.

  • AI authoring

    Start with an AI-assisted first draft. Generate structured technical content from engineering information and reference material, then refine it inside the authoring environment.

  • STE & language checking

    Improve technical clarity as content is created. AI can identify language issues and propose clearer technical wording for review.

  • Knowledge assistant

    Ask questions across approved technical information and receive answers grounded in available sources.

AI

  • Content understanding

    Connect engineering information with technical knowledge. Understand relationships between engineering data, components, documentation and procedures.

  • AI validation assistance

    Identify potential issues before publication. Surface content and validation concerns so technical teams can review and resolve them.

  • Revision intelligence

    Keep technical information connected to engineering changes. When underlying engineering information changes, identify the content and figures that may need review.

Engineering model → technical figure

Your engineering model becomes the technical figure.

Work with engineering models and technical publications together instead of moving between disconnected tools.

Explore

Navigate the engineering model and understand assemblies and components.

The 3D viewer showing an exploded turbofan engine, its fan assembly, compressor, turbine and gearbox each callout-labelled.

One model.One source of engineering context.Multiple technical outputs.

Sequence workbench

Removal and installation on one timeline.

A figure and a step per item, in the order the work happens — with IETP animations from the same views.

An unmanned aircraft in flight over a field site, its maintenance manual, exploded part numbers and component list drawn out of it onto panels alongside.

Technical publications

What the workflow produces.

Publication types that stay connected to the engineering information behind them — and the legacy manuals the workflow brings in alongside them.

  • Maintenance manuals

    Structured information for maintenance activities.

  • Maintenance procedures

    Step-by-step technical instructions for inspection, repair and replacement.

  • Illustrated parts information

    Parts information connected with detailed technical illustrations.

  • Service bulletins

    Technical information supporting specific service activities.

  • Digital publications

    Interactive technical information for digital environments.

  • Interactive content

    Connect technical information with engineering models and visual content.

Legacy content

Word and PDF become structured modules.

Page by page, figures included. Figures become hotspotted assets traceable to the page; reference documents stay sources, never converted by accident.

From engineering data to mission ready

  • Drones
  • Documentation
  • Operational excellence
Technical knowledge assistant

Ask yourtechnical knowledge.Get grounded answers.

Across manuals, drawings, parts and procedures — access technical information through a conversational interface designed around engineering knowledge.

  • Grounded answers

    Get responses based on available technical sources.

  • Source references

    Trace answers back to the underlying technical information.

  • Engineering context

    Ask about components, procedures, specifications and technical information.

  • Secure access

    Keep access aligned with your organization's information and user permissions.

A gearbox rendered in 3D, surrounded by the records the assistant draws on: an engineering drawing, a parts information card, a maintenance manual page and a BOM extract.
An example exchange with the assistant: a question about a component's inspection procedure, a numbered answer, and the source-reference card naming the manual, section and pages it was drawn from.

Find the information.Understand the context.Take the next step.

Human in the loop

Automation accelerates the work. Expertise controls the outcome.

Technical publications require engineering judgment. Datavers is designed around a human-in-the-loop workflow where AI assists the process and qualified teams review the result.

AI does

Proposes and checks. Never releases.

  • AI generates

    AI proposes technical content and assists with information processing.

  • AI checks

    Potential issues are surfaced for review.

The gate

Nothing reaches a reader until a person has accepted it.

Your people do

Review, approve, release.

  • Engineer reviews

    Technical experts refine and approve the information.

  • QA / approval

    Content moves through the organization's review process.

  • Publication release

    Approved information is prepared for publication and use.

AI does the repetitive work.Your experts remain in control.

MRO

Put technical knowledge where the work happens.

Maintenance teams need accurate technical information at the point of work.Datavers connects technical publication workflows with the information maintenance teams rely on to inspect, service, repair and maintain assets.

Who we serve

Built for engineering-intensive industries.

Datavers TechPub is designed for organizations where engineering information, technical documentation and operational knowledge need to stay connected.

  • Aerospace OEMs

  • MRO organizations

  • Aircraft operators

  • Engineering teams

  • Emerging aviation

Beyond aerospace

The same core supports packs for rail, marine, energy and medical — anywhere documentation has to track the design.

Delivery & standards

It runs where your policy says it runs.

Where it runs, who can open it, what it is built around.

  • Server racks with a cloud above them, lit paths running between the two, and the three deployment shapes marked along the base.
    01

    Deployment

    Flexible to fit your environment.

    • SaaS first
    • Your own cloud
    • Fully air-gapped on request
    • AI self-hosted, or switched off entirely
    Talk to us
  • A lit shield on a plinth in a data hall, ringed by the controls around it: single sign-on, multi-factor, role-based access, encryption and audit logs.
    02

    Access & security

    You stay in control.

    • Roles and tenancy
    • SSO and MFA
    • Off-site backups
    • Security classifications on content
    Talk to us
  • A fanned stack of technical publication sheets over engineering drawings, each sheet carrying a different exchange format.
    03

    Built around

    Standards that matter.

    • S1000D Issue 5.0 / 6.0
    • BREX, DMRL and applicability
    • ASD-STE100
    • STEP AP242, DITA, DOCX, CGM
    See it in the pipeline
Engineering drawings spread across a desk beside a screen showing the same assembly, with a machined component at the end of the bench.

Access model

Reader seats are free.

Shop-floor crews read; authors write. Rolling it out to the whole floor is not a per-head cost.

Outside aerospace the same core runs in plain mode, with packs for rail, marine, energy and medical.

Why Datavers

Engineering expertise. Intelligent technology.One connected workflow.

  • One connected workflow

    Bring engineering information, technical authoring, illustration, validation and publication together.

  • Engineering data at the core

    Start with the engineering information behind the asset rather than treating technical documentation as an isolated activity.

  • AI with engineering context

    Use AI to assist technical authoring, information understanding, validation and knowledge access.

  • Figures from the engineering model

    Create technical views and annotations from the same engineering context used across the workflow.

  • Legacy content modernization

    Bring existing technical documentation into a more structured and maintainable workflow.

  • Built around technical standards

    Support structured technical information and standards-based publication workflows where applicable.

Bring engineering information together

From engineering information to maintenance action.

Bring one assembly — a STEP file and its parts list — and we will walk it through the pipeline with you.

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