Source support
Does each material statement, action, translation, or visual claim remain linked to the approved source, timestamp, term, brief, or review record?
AI Pilot Experience · Concept Media
Create reviewed visual alternatives for proposals, internal storyboards, generic training, and early communication while keeping every image visibly conceptual and inside approved rights and factual boundaries.
Pilot experience
Proposal, storyboard, training, and early communication work often needs visual alternatives before project photography, approved design information, or specified product imagery exists.
The workflow defines what the image may communicate, which references can be used, what must not be inferred, and how conceptual status remains visible. Official image APIs prepare alternatives with prompt, model, version, reference, and output records.
A named reviewer rejects false project details, misleading progress, unsafe scenes, unapproved identity, brand conflicts, hidden disclosure, and rights issues. Only corrected, clearly conceptual images are released for the named purpose.
Visual walkthrough
Each view shows how source records, system outputs, exceptions, corrections, and human decisions remain connected during the pilot.
Approved brief, reference rights, generation, factual review, visible labeling, and release remain connected.
Alternatives retain brief fit, model and prompt record, rights state, reviewer note, and selection decision.
Project boundary, visible claim, product status, design status, site condition, and correction are reviewed explicitly.
False details, brand conflicts, identity issues, unsafe scenes, missing labels, and rights questions receive owners.
The released package retains brief, prompts, model version, selected image, disclosure, reviewer, and destination.
User journey
The interface can feel simple while the pilot preserves document identity, revision, permission, retrieval, uncertainty, and review evidence behind every result.
Define audience, purpose, message, project relationship, visual type, prohibited claims, disclosure, destination, owner, and expiry.
Record reference identity, source, rights, permission, people, brands, products, project status, and permitted influence.
Choose an official image API by required control, editability, rights, consistency, data handling, cost, and replacement options.
Record prompt, negative constraints, model, version, settings, references, seed where available, output, and processing time.
Check identity, project, place, product, design, progress, condition, activity, safety, branding, text, and disclosure.
Edit approved outputs or regenerate from corrected constraints while retaining rejected versions and reasons.
Name the selected image, reviewer, permitted purpose, conceptual label, audience, destination, version, expiry, and withdrawal.
Keep brief, references, rights, prompt, model, outputs, corrections, approval, release, and withdrawal in client-owned records.
Technology options
The final selection records exact versions, licences, data handling, cost, limitations, replacement options, and the evidence required before use.
| Component | Examples | Pilot role | Boundary |
|---|---|---|---|
| Grok Imagine Image | Current official xAI image-generation endpoint and model | Create or edit image alternatives from the approved brief and references. | Generated detail does not establish project, product, design, progress, condition, or factual truth. |
| Seedream | Current official Volcengine Ark or visual API route | Prepare visual alternatives or edits where its controls match the brief. | Exact endpoint, region, terms, rights, retention, reference handling, and output behavior require verification. |
| Nano Banana | Current official Gemini image-generation model ID | Generate or edit images with approved references and recorded settings. | Friendly names and model IDs change; provider availability does not establish project permission or factual fit. |
| Reve | Current official Reve create, edit, or remix API | Prepare controlled alternatives and edits for the approved communication purpose. | Authenticated endpoint capabilities, terms, cost, retention, and rights require current confirmation. |
| Other official image APIs | Provider APIs that pass identity, rights, privacy, control, evaluation, and exit review | Offer replaceable generation or editing routes. | Marketplace popularity, visual quality, or API availability does not establish rights, accuracy, safety, or release approval. |
| Review and release | Client-owned brief, reference, prompt, output, exception, disclosure, approval, and withdrawal records | Keep generation subordinate to factual, identity, rights, brand, safety, and release review. | Only named approval permits release for the recorded purpose and audience. |
Client-owned pilot outputs
Evaluation evidence
A fluent answer is not the acceptance unit. The pilot tests whether a reviewer can reach the controlling evidence efficiently and detect important failure.
Does each material statement, action, translation, or visual claim remain linked to the approved source, timestamp, term, brief, or review record?
Did the workflow expose missing topics, owners, dates, terms, captions, permissions, references, or required release information?
Measure reviewer time to inspect, correct, reject, resolve exceptions, and approve the final output.
Record unsupported commitments, omitted decisions, mistranslated controlled terms, identity issues, false factual details, and unauthorized release.
Did only the approved version reach the named audience, destination, language, and permitted use?
Measure preparation, transcription, translation, generation, storage, review, correction, monitoring, support, and replacement per accepted output.
Cost drivers
Scaling factors
Use durable source, run, output, review, correction, release, expiry, and withdrawal IDs with queues, retries, and checkpoints.
Preserve project, user, source, speaker, language, image, purpose, audience, destination, retention, and reuse permissions.
Version controlled terms, speaker rules, prohibited claims, disclosure, review roles, and release conditions.
Keep sources, transcripts, translations, prompts, outputs, corrections, approvals, and manifests outside any provider.
Measure payload size, media duration, model calls, rendering, queue latency, timeouts, fallback, reviewer capacity, and cost.
Require separate security, integration, monitoring, recovery, service, training, ownership, rights, and cost approval.
Cross-industry reuse
The reusable capability is permission-aware multilingual retrieval across versioned documents with citations. Each industry keeps its own source authority, terminology, consequence, retention, and qualified review.
Meetings, correspondence, workflow explainers, proposals, site communication, and approved media.
Review: Project, commercial, design, safety, technical, legal, communications, or authorized owner.
Asset meetings, tenant correspondence, training, service explainers, proposals, and property communication.
Review: Property, facilities, compliance, legal, technical, communications, or asset owner.
Technical meetings, actions, training, explainers, proposals, diagrams, and concept communication.
Review: Qualified engineer, technical lead, quality, legal, training, or communications owner.
Design meetings, minutes, training, proposals, storyboards, concepts, and presentation media.
Review: Architect, design lead, technical, legal, brand, or communications owner.
Production meetings, actions, work explainers, multilingual training, proposals, and concept media.
Review: Production, quality, engineering, safety, training, legal, or communications owner.
Service meetings, correspondence, instructions, training, proposals, and customer communication.
Review: Service manager, technical, safety, commercial, training, legal, or communications owner.
Client meetings, correspondence, training, proposals, presentations, and approved knowledge media.
Review: Matter owner, subject specialist, legal, quality, privacy, or communications owner.
Team meetings, decisions, procedures, onboarding, workflow explainers, and change communication.
Review: Process owner, department lead, HR, legal, security, training, or communications owner.
Authority boundaries
Related paths
Continue into the operating, technical, security, and readiness guidance connected to this workflow.
Inspect identity, rights, contribution, disclosure, review, release, and platform controls.
Open pagePreserve sources, derivatives, visible labels, hashes, validation, and manifests.
Open pageSeparate plausible concepts, editable environments, validated simulation, BIM, and approved records.
Open pageReview scope, evaluation, duration, price range, and possible decisions.
Open pageStart with one approved collection
Use general workflow information during the assessment. Do not submit confidential documents, passwords, API keys, authentication codes, or unrestricted system access.
Plain-language route guide
Choose the smallest route that answers your next decision.
The formal service names remain useful for scope and contracts. The plain-language labels explain what each route actually does. These are alternatives, not four mandatory stages.
Operating-Layer Blueprint
Buyer question answered
What should we build, and where should the boundary be?
Typical input
One priority workflow, a named owner, current systems, representative records or files, and known failure points.
Output
A client-owned current-state map, target design, source inventory, implementation boundary, timeline, and fixed quote.
Bounded AI Agent Pilot
Buyer question answered
Can one specific AI-assisted task work reliably enough to justify more?
Typical input
One named task, approved sources and tools, representative cases, a human reviewer, and explicit stop conditions.
Output
A working pilot, evaluation evidence, cost and failure findings, review requirements, and a proceed, revise, or stop recommendation.
Single Workflow Implementation
Buyer question answered
How do we put one recurring workflow into controlled production?
Typical input
A defined trigger and completion point, accountable owners, approximately three core systems, rules, approvals, and test cases.
Output
Connected records, an operating view, integrations, a dashboard, acceptance testing, training, documentation, and handover.
Complete Operating Layer Implementation
Buyer question answered
How do we connect shared data and decisions across teams?
Typical input
Two to five related workflows, shared records, several departments or systems, an executive sponsor, and named operating owners.
Output
A phased operating layer with shared records, permissions, interfaces, integrations, reporting, controlled automation, training, and handover.
Still unsure which route fits?
Describe one broken workflow. The free assessment may recommend a Blueprint, pilot, implementation, a smaller discovery step, or no engagement.