1
01Business scoping
Audit Flash
Workflow analysis, targeting of profitable use cases, and technical maturity evaluation.
The success of a transformation project is decided before the first line of code.
We transform your operational processes and fragmented data into intelligent, scalable and secure infrastructure.
Scattered AI ideas
01Teams list use cases, but no one scores value, feasibility and risk.
Workflows
02Teams copy, paste, consolidate and check the same data every week.
Disconnected tools
03CRM, ERP, files and inboxes each keep part of the process.
Data governance
04Sources exist, but access, formats and rights slow the build.
Sovereignty & Compliance
05GDPR, permissions and sensitive data enter the discussion too late.
Understanding
06Support at every stage of the transformation.
Four entry points, one delivered system.
Each domain has its page, deliverables and use cases. The path stays clear: understand, rank, build, transfer.
Expertise 01
Diagnostic & Roadmap
You need to choose the first AI build with business, data and risk criteria.
- Workflow map
- Value, feasibility and risk scoring
- Build roadmap
Final impact:
You leave with an execution plan your leaders and teams can use.
Expertise 02
Data & IT Readiness
The build depends on sources, permissions, formats, tools and security rules.
- Source inventory
- Rights and access matrix
- EU target architecture
Final impact:
Technical and compliance blockers surface before development starts.
Expertise 03
AI & Internal Tools
A business workflow needs a reliable agent, portal or automation.
- AI agents
- Business dashboards
- Connectors and internal interfaces
Final impact:
Teams use a system connected to their tools and keep control of usage.
Expertise 04
Adoption, Training & Run
The system must run, stay monitored and remain clear for the teams.
- Mapping
- Cost and quality monitoring
- Focused training
Final impact:
The client keeps the code, documentation, access and operating ability.
Our intervention formats.
A fixed contractual and technical framework to reduce risks before the development phase.
2
02Technical preparation
Data architecture and use-case validation
Validation of data sources, technical security, and hosting prerequisites before any development.
3
03Deployment strategy
Business integration roadmap and first automations
Prioritization of processes to automate, delivery sequencing, and expected return on investment.
4
04Software engineering
AI Agents & Custom Tools
Development of intelligent agents, business dashboards, portals, and implementation of human controls.
5
05Deployment and handover
Production Release & Operations
Secure deployment, monitoring setup, technical documentation, and complete skills transfer.
6
06Strategy & Security
AI Governance and Consulting
Security processes, regulatory compliance, regular audits and strategic steering committees.
Delivered client cases.
Three system formats already scoped or delivered: simple back office, automated CRM, enterprise AI roadmap.
Automated back office for a small operator
Client data collected from email, Drive and forms, document checks, automated reminders and synchronization into a master Excel/Google Sheets file that the admin team can run from.
// Impact
Admin work centralized in one master sheet
Full CRM for a premium mobility operator
CRM structuring, internal process automation, commercial chatbot, customer support and a multi-year AI roadmap to evolve the operating stack.
// Impact
Sales, support and operations in one system
AI roadmap for a large financial account
Mapping Finance, Compliance, Credit, Legal and Risk, scoring value/effort/risk, inventorying data, framing AI governance, training ambassadors and sequencing deployment waves.
// Impact
90+ use cases qualified and prioritized
Enterprise standards for production.
Scaling up requires rigorous compliance. We handle security, data governance and operability at the source.
GDPR Compliance
Anonymization of user flows, compliant hosting and a strict policy of not storing secrets.
Access Management
Role-based access controls (RBAC) to limit database access and strict control of API tokens.
European Infrastructure
Data hosting and transit based in Europe, generally with Supabase and Cloudflare, for clear sovereignty.
Documentation & Runbooks
Systematic delivery of operational runbooks, architecture diagrams and incident recovery instructions.
Cost & Metrics Tracking
Monitoring of consumption, tokens, latency, success rate and model quality drift.
Intellectual Property
100% ownership transfer for all source code, cloud configuration and databases.
Adoption and Handover
Technical training sessions and practical workshops to guarantee full autonomy for your internal teams.
AI Security
Audit and limitation of hallucinations through strict guardrails, prompt evaluation schemes and human control.
Resources for decisions.
Guides, scoring criteria, AI security, ROI and business process automation.
Frequently asked questions.
Questions that come up before a first AI audit or business build.
When does Lucid-Lab get involved in an AI project?+
Lucid-Lab gets involved upstream of need definition and helps you define the builds, construct the system, deploy it and prepare the handover.
What does the Audit Flash contain?+
The Audit Flash is a first approach that defines your need, an approach, your budget and the applicable solutions.
What are the deliverables at the end of a mission?+
It depends on the stage, but the core deliverables are development and technical documentation.
Do you work with tools already in place?+
Yes. We connect CRM, ERP, files, internal databases, inboxes, no-code tools or business APIs when those bricks fit the need. We work with partners on developed solutions when incompatible tools without connectors block operations.
Can sensitive data be kept sovereign?+
Yes. We can frame EU hosting, adapted models, permissions, logs and access rules according to the sensitivity level of the use case.
Does the first exchange commit us to a full project?+
The first exchange qualifies the need. If the build sits outside our value zone, we say it and point you to a better suited solution.
Book a call
Let's talk for 30 minutes
about your project.
Audit, strategy or build: share your context. Together we identify what makes sense for you.
- ✓Free discovery call
- ✓Immediate response and confirmation
The Lucid-Lab method.
Driven by top management, digital and AI transformation moves forward in short cycles with handover from day one.
Audit and mapping of your real processes.
Collect organizational context and qualify high-impact use cases.
AI build scoring: the perfect balance between value and risk.
Securing access, data and compliance.
Support designing a robust, monitored and scalable technical architecture.
Development and integration by use case.
Training and knowledge transfer.
AI governance and consulting.