Artwork Text: How to Prepare Copy for Design and Production
Artwork text is the approved written content that appears inside a designed asset. It may be a short headline on a social advertisement, the complete copy for a brochure, ingredient and compliance information on packaging, labels in an infographic, or a coordinated set of messages for banners, presentations, email graphics, product pages, and printed material.
The phrase sounds simple, but artwork projects often fail because text is treated as an afterthought. A designer receives an incomplete email, several conflicting documents, screenshots containing old wording, or a legal disclaimer after the layout is almost finished. The result is avoidable rework, weak hierarchy, crowded designs, incorrect versions, missed publication dates, and uncertainty about who approved what.
For founders, marketing teams, ecommerce businesses, agencies, product managers, professional-service firms, and enterprise departments, the practical task is to turn business information into a controlled, production-ready content package. That package should tell the creative team what must appear, what matters most, what can change, who owns approval, and how the finished artwork will be checked.
This guide explains how to prepare artwork text, manage approvals, adapt copy across formats, reduce production errors, and choose between internal staff, freelancers, agencies, or managed creative support. It also shows where Rudrriv design services can support copy preparation, visual design, artwork adaptation, and ongoing production.

Quick Answer: What Is Artwork Text?
Artwork text is the exact copy intended for placement in a visual design. It should contain the final words, numbers, punctuation, labels, disclaimers, calls to action, and supporting information needed for the asset. It should also show the intended hierarchy—such as headline, subheading, body copy, caption, button label, and mandatory footer text.
The safest approach is to approve the message before detailed design begins, keep one source-of-truth document, and assign a named content owner. The designer can then focus on hierarchy, typography, balance, accessibility, and production quality instead of trying to reconcile conflicting copy.
Before approval, review the rendered artwork at its real use size. Confirm factual accuracy, spelling, dates, prices, links, legal statements, brand terms, line breaks, contrast, and export specifications. Where claims or disclosures are regulated, obtain the relevant qualified approval rather than relying on the designer to interpret compliance requirements.
Key Takeaways
- Artwork text is a production input: it should be structured and approved, not scattered across messages.
- Hierarchy matters: distinguish the headline, support copy, CTA, labels, captions, and mandatory statements.
- One source of truth reduces errors: use controlled versions with named owners and approval status.
- Different formats need different copy lengths: adaptation is often better than shrinking the same wording.
- Final checking must happen in the design: correct source copy can still be truncated, misplaced, or hard to read.
- Ownership and revision rules should be written: define who approves facts, design, compliance, and final release.
- The engagement model should match volume: one-off assets, campaigns, and ongoing production need different support structures.
What This Page Covers
- The meaning and components of production-ready artwork text.
- A step-by-step workflow from business brief to approved design.
- Content matrices, version control, proofreading, and stakeholder approval.
- Adaptation for social media, advertising, print, packaging, presentations, and multilingual assets.
- Common mistakes that create rework, delays, or compliance risk.
- Provider-selection criteria, pricing factors, ownership, and handover.
- Practical examples for startup, ecommerce, and enterprise teams.
Table of Contents
- How this guide was prepared
- What artwork text includes
- Step-by-step preparation workflow
- How to build a content matrix
- Adapting copy across formats
- Proofreading and approval controls
- Choosing a delivery model
- Cost and timeline factors
- Practical examples
- Final artwork checklist
How This Guide Was Prepared
This article is based on practical content operations, graphic-design briefing, production artwork, stakeholder review, version control, and supplier-management considerations. It is intended to help business teams create clearer inputs and stronger approval controls before publishing or printing visual material.
Technical requirements can vary by printer, advertising platform, packaging category, country, accessibility standard, and publishing channel. Teams should therefore verify current specifications using authoritative sources such as the W3C Web Content Accessibility Guidelines, applicable advertising-platform documentation, printer specifications, and qualified legal or regulatory advice for claims and disclosures.
Rudrriv can assist with requirement discovery, copy structuring, graphic design, production adaptation, dedicated professionals, ongoing creative support, and managed design teams where those services match the project. The client should still retain final responsibility for factual, legal, product, and regulatory approval.
What Artwork Text Includes
Artwork text includes every written element that must appear in the finished visual, together with enough context for a designer to understand its purpose and priority.
A complete content package may include a campaign headline, a supporting promise, feature bullets, product specifications, speaker names, event details, pricing, promotional conditions, social handles, URLs, QR-code destinations, button labels, captions, copyright statements, legal disclosures, image credits, accessibility text, and language variants. The exact combination depends on the asset and the action the audience should take.
Core text categories
| Text category | Purpose | Typical examples | Approval owner |
|---|---|---|---|
| Primary message | Captures attention and communicates the main idea | Headline, campaign proposition, product name | Marketing or business owner |
| Supporting information | Explains the offer or gives useful context | Benefits, features, process, event description | Content or product owner |
| Action text | Tells the reader what to do next | Book a consultation, register, learn more, buy now | Marketing and conversion owner |
| Operational details | Provides facts needed to act | Date, time, location, price, URL, contact details | Project owner |
| Mandatory statements | Supports transparency or compliance | Terms, eligibility, disclaimers, copyright, safety text | Legal, compliance, or authorized business owner |
| Production labels | Supports navigation or interpretation | Chart labels, captions, footnotes, panel headings | Content and design owner |
The table is useful because it separates creative messaging from factual and mandatory content. A designer may suggest clearer hierarchy or shorter wording, but the person authorized to approve prices, claims, specifications, and disclosures should remain identifiable.
Artwork text is not the same as raw notes
Raw notes describe what a business wants to communicate. Artwork text is the edited, ordered, and approved wording ready for design. For example, “mention our new delivery option and include a discount” is a note. “Free next-day delivery on eligible orders over ₹2,000. Terms apply.” is artwork text, provided the statement has been checked and approved.
The transition from notes to artwork text often requires copywriting, fact checking, stakeholder alignment, and channel adaptation. Skipping those steps moves unresolved decisions into the design phase, where every wording change can affect spacing, image selection, typography, and layout.
Step-by-Step Workflow for Preparing Artwork Text
A reliable workflow moves from business intent to approved content before final production, while still allowing controlled feedback at defined milestones.
Step 1: Define the asset and business outcome
Start by naming the asset, audience, channel, and desired action. “Create a banner” is not enough. A stronger brief might say: “Create three LinkedIn image ads for finance leaders in mid-sized companies, promoting a webinar and driving registrations to a landing page.”
Also record dimensions, placement, language, deadline, campaign dates, brand requirements, and whether the asset will be printed, animated, localized, or adapted into other sizes. These details determine how much text is practical and which information must receive visual priority.
Step 2: Gather authoritative source material
Collect approved product descriptions, service details, pricing, dates, biographies, brand terminology, legal wording, destination links, and previous campaign references. Mark which sources are current. Do not ask the designer to choose between several versions without an accountable decision maker.
For data-led graphics, provide the original dataset, measurement period, units, source, and required attribution. For packaging or regulated communications, supply approved statements from the responsible technical, legal, or compliance team.
Step 3: Write for the viewing context
Artwork is scanned before it is read. The main message should therefore be understandable quickly, particularly for mobile feeds, display advertisements, signage, and presentation slides. Put the most important idea first, use concrete language, and remove words that do not help the reader understand or act.
A useful hierarchy is: one primary message, one supporting idea, one action, and only the essential proof or conditions. Longer formats such as brochures and reports can carry more depth, but each page or panel should still have a clear purpose.
Step 4: Structure the copy by component
Label every field so the designer does not have to infer hierarchy. Use headings such as “Headline,” “Subheading,” “Body copy,” “CTA,” “Caption,” “Disclaimer,” and “Footer.” For multi-page assets, add page or panel numbers. For campaigns, give every asset a unique identifier.
Include character guidance where space is constrained. This is especially useful for digital ads, app-store graphics, ecommerce tiles, thumbnails, email banners, and responsive website components.
Step 5: Confirm facts and approval authority
Before design, verify names, job titles, dates, locations, currencies, percentages, phone numbers, URLs, promotional conditions, product claims, and spelling conventions. Identify who can approve each category. A marketing manager may approve tone, while a product owner approves specifications and legal counsel approves a regulated statement.
Step 6: Design, review, and consolidate feedback
The first design review should consider message clarity, hierarchy, brand fit, imagery, accessibility, and practical use. Feedback should be consolidated by one project owner rather than sent as separate, conflicting comments from many stakeholders.
Use precise comments: “Replace the headline with approved version 3 from the content matrix” is safer than “make the message stronger.” Distinguish text corrections from design preferences, and identify whether a comment is mandatory or optional.
Step 7: Proof the rendered artwork
Proofreading must happen after the text is placed. Check for missing words, incorrect line breaks, duplicated text, hidden overflow, inconsistent capitalization, poor contrast, tiny disclaimers, broken links, and QR codes that do not scan. Review at actual size on the target device or a representative printed proof.
Step 8: Approve a named version and archive the source
Final approval should refer to a file name or version number, date, and approver. Archive the editable source, fonts or font references, linked images, licences, export files, content matrix, approvals, and production notes. This makes later adaptation faster and reduces uncertainty when team members change.
Practical rule
Do not treat “approved copy” and “approved artwork” as the same milestone. First approve what the asset says. Then approve how the final asset presents it.
How to Build an Artwork Content Matrix
A content matrix is a structured source of truth that maps approved wording to each asset, format, language, and approval status.
For a small project, a document may be enough. For a campaign with many assets, a spreadsheet is usually clearer. Recommended columns include asset ID, channel, dimensions, audience, objective, headline, supporting copy, CTA, disclaimer, link, language, status, owner, approver, and notes.
| Asset ID | Format | Headline | CTA | Mandatory text | Status |
|---|---|---|---|---|---|
| SM-01 | 1080 × 1080 social post | Turn complex business work into clear delivery | Explore services | None | Approved |
| AD-02 | 1200 × 628 paid advertisement | Need specialist support for your next project? | Discuss your requirement | Terms apply | Legal review |
| EM-03 | 600 × 300 email banner | Build the capability your team needs | Learn more | None | Draft |
| PR-04 | A4 printed flyer | Flexible expertise for important business work | Request a consultation | Contact and company details | Approved |
The matrix should not become an uncontrolled editing space. Use defined status labels such as Draft, Content Review, Legal Review, Approved for Design, Design Review, and Final Approved. Restrict edits after approval or use change tracking so the team can see what changed.
Version-control rules that prevent confusion
- Give every asset a unique ID and every review file a version number.
- Keep one live source rather than emailing multiple attachments.
- Name a content owner and a final approver.
- Record the date and reason for material changes.
- Close or archive superseded versions.
- Do not accept verbal approval for high-risk or expensive production.
- Reopen approval when a factual, legal, price, date, or claim change is made.
How to Adapt Artwork Text Across Formats
Effective adaptation preserves the core message while changing length, hierarchy, and detail for the channel.
Social media and display advertising
Use a short headline that can be understood without opening the caption. Keep supporting text limited, particularly on mobile. The visual and headline should communicate one idea, while the post copy or landing page carries detail. Platform rules and placements change, so verify current specifications from the relevant platform documentation.
Brochures, reports, and sales collateral
Longer material needs a page-level information architecture. Define what each spread or section must accomplish, then distribute the copy accordingly. Avoid dense pages that try to explain the entire offer at once. Use headings, subheadings, pull quotes, captions, diagrams, and tables to support scanning.
Packaging and labels
Packaging combines marketing copy with operational and potentially regulated information. Separate front-of-pack messaging from required declarations, instructions, warnings, ingredients, specifications, barcodes, batch information, and manufacturer details. Obtain qualified review for applicable market requirements, and test legibility on the physical pack size.
Presentations and pitch decks
Slides should support a speaker or decision process, not reproduce a document. Use one main point per slide, concise labels, and evidence that can be interpreted quickly. Put detailed explanation in speaker notes or an appendix where appropriate. Check that charts remain understandable when projected or viewed on a laptop.
Infographics and data visualizations
Supply chart titles, axis labels, units, legends, annotations, source notes, and the exact meaning of each figure. Avoid using decorative charts that exaggerate differences. For complex data, review the visual with the analyst or subject-matter owner before publication.
Multilingual artwork
Translation changes text length, rhythm, and sometimes reading direction. Build flexible layouts, avoid embedding text inside images too early, and use fonts that support the required characters. A translator should receive context, audience, tone, and space constraints rather than isolated phrases.
For customer-facing campaigns, transcreation may be more appropriate than literal translation. The goal is to preserve meaning, tone, and action while respecting cultural and linguistic expectations. Always perform an in-layout language review before release.
Proofreading, Accessibility, and Approval Controls
Quality control should verify meaning, accuracy, usability, and production readiness—not only spelling.
Use a layered review
A layered review separates different questions. The content owner checks message and facts. The designer checks hierarchy and visual execution. A proofreader checks language and consistency. Legal, compliance, technical, or product specialists review the statements for which they are responsible. The final approver confirms that the complete asset is suitable for release.
Check accessibility and legibility
Digital artwork should use sufficient contrast, readable type, meaningful link labels, and alternative text where supported. Do not rely on colour alone to communicate status or meaning. For web content, refer to current WCAG guidance and test the asset in its real interface.
Printed material also needs practical legibility. Consider viewing distance, lighting, paper, finish, type size, line spacing, background complexity, and whether mandatory text remains readable after production.
Validate links, codes, and dynamic details
Open every link. Scan every QR code from the final exported file and, where possible, from a printed proof. Confirm that destination pages are live, mobile-friendly, and consistent with the offer. Check telephone numbers, email addresses, coupon codes, dates, and event time zones.
Protect confidential information
Artwork projects can contain unreleased product information, campaign plans, customer data, prices, internal metrics, or personal details. Share only what is necessary, use role-based access, control external sharing, and remove access after handover. Agree confidentiality and data-handling responsibilities before sending sensitive material.
In-House, Freelancer, Agency, or Managed Creative Team?
The right delivery model depends on complexity, volume, continuity, specialist coverage, and the level of coordination required.
| Model | Best suited to | Strengths | Watch points |
|---|---|---|---|
| In-house team | Frequent work with deep brand and product context | Fast internal access, continuity, direct collaboration | Capacity limits and gaps in specialist skills |
| Freelancer | Defined assets or specialist assignments | Flexible, direct, often efficient for narrow scope | Single-person dependency, variable capacity, limited cross-functional coverage |
| Design agency | Campaigns, rebrands, or multi-disciplinary creative work | Strategy, creative direction, and broader team coverage | Higher coordination needs and possible account-team layers |
| Dedicated professional | Ongoing production embedded with an internal team | Consistent capacity and closer process integration | Requires clear management, priorities, and workflow ownership |
| Managed creative team | High-volume or multi-channel work requiring governance | Broader skills, continuity, quality controls, scalable capacity | Needs defined service levels, intake rules, and performance measures |
A freelancer may be sufficient for one brochure or a small set of social graphics. A dedicated professional may suit a marketing team with a steady queue of assets and established brand guidelines. A managed team is more appropriate when copy, design, adaptation, illustration, presentation work, multilingual coordination, quality assurance, and stakeholder management must operate together.
Questions to ask a provider
- Who will write, edit, design, proof, and approve the work?
- What must the client provide before production begins?
- How are briefs, files, feedback, and versions managed?
- How many review rounds are included, and what counts as a new scope?
- Who owns editable source files, fonts, stock assets, and final exports?
- How are confidentiality, access, and data handled?
- What quality checks occur before delivery?
- How are urgent requests, multiple sizes, and language versions priced?
- What happens at handover or termination?
Artwork Text Pricing and Timeline Factors
Pricing depends on the amount of content, number of assets, complexity of the message, level of copy development, stakeholder review, production requirements, and number of adaptations.
A simple social graphic using approved copy is different from a campaign that needs message development, several concepts, twenty sizes, three languages, compliance review, image sourcing, and editable source files. Ask providers to separate discovery, copywriting, design concepts, production artwork, adaptation, revision rounds, stock or font costs, printing support, and ongoing account management.
Common pricing structures
- Per asset: useful when the output is standardized and scope is stable.
- Defined project fee: suitable for brochures, campaigns, reports, packaging, or presentation work with clear deliverables.
- Hourly or daily rate: useful for uncertain scope, consulting, or specialist production support.
- Monthly retainer: appropriate for a predictable stream of requests and reserved capacity.
- Dedicated or managed team: suitable for ongoing, multi-skill workloads with service levels and governance.
Timelines should include content preparation, internal approval, creative concepting, design, revision, proofreading, adaptation, production checks, and final sign-off. An “urgent” schedule cannot remove the need for factual and compliance review. Where a print deadline or campaign launch is fixed, work backward from production and approval cutoffs.
Practical Artwork Text Examples
Example 1: Startup launch campaign
A software startup plans a product launch across LinkedIn, email, and a landing page. The founder supplies a long product description and asks the designer to “make it punchy.” Instead of beginning with layouts, the team defines one audience problem, one product outcome, three proof points, one CTA, and approved limitations. It creates short, medium, and long copy variants for each channel.
The result is a consistent campaign without forcing the same paragraph into every asset. The landing page carries detail, the email banner communicates the launch, and the social ads each focus on one use case. The founder approves claims before design, reducing last-minute rewrites.
Example 2: Ecommerce promotion
An ecommerce team prepares a seasonal promotion with many category tiles and paid ads. Errors are likely because product names, prices, discount rules, and dates change frequently. The team creates a spreadsheet with one row per asset, locks approved fields, and assigns the commercial manager to approve pricing and terms.
Before release, the team tests coupon codes, destination URLs, and mobile readability. It also creates a withdrawal plan for assets when the offer expires. This avoids outdated promotions remaining live after the campaign period.
Example 3: Enterprise report and infographic
An enterprise department wants a public infographic based on an internal report. The original document contains dozens of metrics and technical explanations. A content specialist works with the analyst to select the figures that answer one clear audience question. Each figure receives a unit, period, source note, and plain-language interpretation.
The designer creates a visual sequence, while the analyst verifies that scale and labels do not distort the data. Communications reviews tone, legal reviews external claims, and the project owner approves the final exported version. The source file and data reference are archived for future updates.
Example 4: Multilingual service brochure
A professional-services company needs a brochure in English, Arabic, and French. Instead of translating after the English layout is finalized, the team prepares approved master copy, a glossary, locale rules, and separate language columns. The designer builds flexible components and checks right-to-left behavior for Arabic.
Each language is reviewed inside the final layout by a qualified reviewer. This catches broken line order, missing accents, font problems, and text expansion that would not be visible in a translation document alone.
Common Artwork Text Mistakes to Avoid
Most artwork problems are process failures rather than isolated design errors.
- Starting design before the message is decided: unresolved strategy creates repeated layout changes.
- Supplying text through screenshots: this increases transcription errors and hides version history.
- Using several sources of truth: designers cannot safely reconcile conflicting documents and chat messages.
- Adding mandatory copy at the end: disclaimers and legal statements can require major layout changes.
- Writing one version for every size: small formats become crowded and unreadable.
- Allowing uncoordinated feedback: contradictory comments delay work and weaken accountability.
- Proofreading only the source document: placement and export can introduce new errors.
- Ignoring expiry and withdrawal: outdated prices, dates, and claims may remain in circulation.
- Failing to confirm ownership: missing source files or asset licences complicate future changes.
- Approving without a version number: teams may publish the wrong file.
Final Artwork Text and Production Checklist
Use this checklist before the final asset is published, printed, uploaded, scheduled, or sent to another production partner.
| Check area | Questions to confirm | Owner |
|---|---|---|
| Message | Is the main idea clear, accurate, and appropriate for the audience? | Marketing or business owner |
| Facts | Are names, titles, dates, prices, statistics, links, and specifications correct? | Relevant subject owner |
| Compliance | Are mandatory statements, permissions, and qualified approvals complete? | Legal, compliance, or authorized approver |
| Language | Are spelling, grammar, punctuation, capitalization, and terminology consistent? | Editor or proofreader |
| Design | Is hierarchy clear, text legible, contrast sufficient, and content uncut? | Designer and accessibility reviewer |
| Function | Do links, QR codes, phone numbers, forms, and coupon codes work? | Project owner or QA |
| Production | Are size, bleed, colour mode, resolution, file type, and platform settings correct? | Designer or production specialist |
| Ownership | Are source files, licences, exports, approvals, and handover materials stored? | Project owner |
| Release | Is the approved version clearly named, dated, and scheduled for the right channel? | Final approver |
For high-volume work, convert the checklist into a standard operating procedure. Measure rework, turnaround time, first-pass approval rate, error frequency, and stakeholder response times. These indicators help distinguish creative quality issues from intake, approval, or resourcing problems.
Summary: Artwork Text
Artwork text is the controlled bridge between a business message and a finished visual asset. It should be complete, structured, approved, and adapted to the channel before detailed production begins. A clear hierarchy, one source of truth, named approval owners, and in-layout proofreading reduce errors and make creative work faster to manage.
The most reliable process separates content approval from design approval, documents version status, verifies the final rendered asset, and archives editable sources and permissions. Businesses should choose a freelancer, agency, dedicated professional, or managed team according to workload, complexity, required disciplines, and governance—not simply the lowest per-asset fee.
When artwork text affects regulated claims, product safety, financial information, healthcare communication, legal rights, or other high-risk decisions, use the relevant qualified reviewers and authoritative requirements. Design support can organize and present approved information, but it should not replace accountable professional approval.
Frequently Asked Questions About Artwork Text
What does artwork text mean in a design project?
Artwork text is the complete written content that must appear in a visual asset, prepared in a form a designer can place accurately. It can include headlines, supporting copy, labels, prices, dates, disclaimers, calls to action, contact details, captions, packaging statements, and accessibility information. Good artwork text also indicates hierarchy, required wording, optional wording, and any legal or brand restrictions.
Should artwork text be final before design starts?
The core message, mandatory statements, names, numbers, dates, prices, and legal wording should be approved before detailed design begins. Minor line edits may still occur, but late structural changes often cause reflow, new layouts, image changes, and additional review cycles. When final approval is not possible, clearly mark draft fields and agree which changes are included in the scope.
Who is responsible for proofreading artwork text?
Responsibility should be explicit. The client or designated content owner normally approves factual accuracy, legal wording, product claims, prices, dates, and names. The designer should check visual accuracy, obvious typographical errors, line breaks, truncation, and consistency with the supplied copy. For regulated or high-risk material, use a qualified legal, compliance, medical, or technical reviewer where appropriate.
How should artwork text be supplied to a designer?
Provide editable text in a structured document or spreadsheet rather than screenshots or marked-up images. Separate content by asset, panel, page, language, and priority. Include approved spellings, punctuation, capitalization, links, phone numbers, disclaimers, and version status. A simple content matrix is usually clearer than a long email thread.
What is the difference between copywriting and artwork text preparation?
Copywriting creates or improves the message. Artwork text preparation converts approved copy into a production-ready content package for design. The second task includes hierarchy, labels, variants, mandatory statements, character constraints, version control, and placement guidance. One specialist may perform both tasks, but the deliverables and approval responsibilities should still be separated.
How do I manage artwork text for multiple sizes or channels?
Create one source-of-truth content matrix with a master message and channel-specific variants. Define maximum headline length, supporting-copy length, CTA wording, required disclaimers, and safe abbreviations for each format. Do not simply shrink the same copy into every size. Smaller formats usually need fewer words and a clearer priority order.
How should multilingual artwork text be handled?
Use professional translation or transcreation where the message, culture, or regulatory context requires it. Keep each language in a separate, clearly labelled column or document, and identify text direction, locale, currency, number formats, required fonts, and approved terminology. Allow additional space because translated text can expand or contract significantly.
What should be checked before artwork is approved?
Check the final rendered asset, not only the source document. Verify every word, number, date, URL, QR code, product name, price, disclaimer, symbol, accent, line break, and contact detail. Confirm contrast, legibility, safe margins, image licences, brand compliance, dimensions, colour mode, bleed, and export settings. Record approval against a named version.
How many revision rounds should an artwork project include?
There is no universal number, but the agreement should distinguish content corrections from design revisions. Two structured rounds are common for defined projects, provided the brief and text are reasonably complete. Additional rounds may be needed for complex stakeholder review, multilingual work, packaging, or regulated content. Scope, response times, and extra-change charges should be written down.
When can Rudrriv help with artwork text and design production?
Rudrriv can support projects that need copy refinement, content structuring, graphic design, production artwork, adaptation across formats, multilingual coordination, or ongoing creative capacity. The appropriate model may be a defined project, dedicated professional, ongoing support arrangement, or managed creative team, depending on volume, turnaround, channels, and governance needs.
Need help preparing artwork text and production-ready designs?
Share your asset types, channels, audience, existing copy, brand guidelines, required sizes, languages, deadlines, and approval process. Rudrriv can help structure a defined design project, dedicated-professional arrangement, ongoing creative support plan, or managed team with clear responsibilities and delivery controls.
Discuss your requirementAt Rudrriv, we make it easier for businesses to access the right expertise, execute important work, and scale with confidence.