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Logiciel / Capabilities / 90-Day AI Program

Ship Production AI in 90 Days.

Implemented. Governed. Secured.

An embedded engineering pod that takes one high-value AI use case from idea to production, without hiring or overspending.

Book a discovery call

Let's scope your first AI win.

A free 30-minute call, no obligation.

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150+
Releases shipped to production
Faster time-to-market
80%
Fewer production issues
95%
Higher support accuracy
The cost of waiting

Delaying AI Is Now a Business Risk.

01

Slower Customer Adoption

Onboarding stalls and activation drops.

Low
02

Lower Expansion Revenue

Upsell stalls against AI-native competitors.

Moderate
03

Higher Churn

Customers leave for outcome-driven platforms.

High
04

Weaker Differentiation

"Me-too" roadmaps blur into the market.

Severe
How the program works

A faster path than hiring a team.

Hiring a team
The 90-Day Program
Speed to production
Recruit and onboard for months
An embedded pod shipping in weeks
AI expertise
Stretch generalists onto AI work
Senior AI engineers + MLOps from day one
Governance
Bolted on right before the audit
Designed in from the first sprint
Data readiness
Models tuned on shaky data
The data layer is hardened first
Risk
New hires, new unknowns
Fixed scope, fixed timeline, proven playbook
What we build

Built for Real Users, Real Data & the Real World.

01

RAG-Based Assistants

Answers grounded in your own documents, with citations you can trust and audit.

02

AI Copilots & Assistants

In-product copilots that speed up the workflows real users do every day.

03

Search & Knowledge Discovery

Semantic search that finds meaning across scattered, siloed knowledge.

04

Workflow Automation

Agentic flows that remove manual steps and move work forward on their own.

05

SaaS AI Agents

Task-completing agents wired directly into your product surface.

06

AI Operations & Monitoring

Evaluation, observability, and guardrails so quality holds up in production.

The pod

A Complete AI Delivery Unit, Ready to Execute.

1
AI / ML Engineers

Model architecture, training, and the inference stack behind every feature.

2
Data Scientists

Problem framing, evaluation, and the metrics that prove a model actually works.

3
Product Software Engineers

Wiring models into a real product surface your users actually touch.

4
MLOps & DevOps Specialists

Pipelines, deployment, and the monitoring that keeps it running in production.

5
Reusable AI Accelerators

Pre-built components and patterns that cut weeks off the build.

6
Delivery Governance & QA

Bias testing, audit trails, and sign-off baked into every sprint.

Engagement options

Designed for Your Stage of Growth.

Pilot
Validate one high-value use case before you commit.
4–6 weeks
  • Use-case scoping & feasibility
  • Data readiness assessment
  • Working prototype
  • Production roadmap & estimate
Start a Pilot
Most chosen
Program
The full 90-day build, idea to production.
90 days
  • Dedicated embedded pod
  • Hardened data layer
  • Production AI feature shipped
  • Governance & security designed in
  • Monitoring, evals & handoff playbooks
Book the Program
Enterprise
Multiple pods scaling AI across the org.
Multi-quarter
  • Multiple parallel pods
  • Shared AI platform & accelerators
  • Org-wide governance framework
  • Capability transfer to your teams
Talk to Us
Built-in safeguards

Execution Without Enterprise Risks.

Speed shouldn't mean shortcuts. Governance, security, and your IP are protected from the first sprint, not patched in before an audit.

  • Senior engineers with real enterprise AI experience

    Engineers who've shipped governed AI before, not juniors learning on your budget.

  • Governance & audit-readiness built into delivery

    Lineage, controls, and documentation produced as you build, not after.

  • Security practices aligned to SOC 2 expectations

    Access, secrets, and data handling your security team will recognise.

  • Your IP, models, and data stay entirely yours

    You own everything we build: code, weights, and documentation.

  • Fixed scope and timeline, no surprise burn

    A defined use case, a 90-day clock, and a price that doesn't drift.

Scope snapshot
Use caseYour highest-value first
Data & stackYour existing systems
TeamEmbedded with yours
ComplianceYour requirements
Day 0Day 90
Scoped, built, and governed to production.
Made to fit

Tailored to Your Unique Needs.

This isn't a template. The pod scopes to your highest-value use case and embeds with your existing teams, stack, and compliance requirements.

  • Works with your existing stack and data
  • Embeds with your product and engineering teams
  • Scoped to your highest-value use case first
  • Built to your compliance requirements
Scope Your Use Case
The 90 days

A clear, proven execution flow.

One high-value use case, taken from idea to production in a single quarter, implemented, governed, and secured as one connected responsibility.

1

Discover & Scope

Align on the use case, data, and the metrics that define success, before a line of model code is written.

Scoping · Weeks 1–2
2

Architect & Prototype

Stand up the data layer and a working prototype real users can try, not slides.

Prototype · Weeks 3–6
3

Build & Harden

Productionize with security, governance, and evaluation baked in from the start.

Hardening · Weeks 7–10
4

Ship & Govern

Launch, monitor, and hand off with playbooks your team can run on its own.

Handover · Weeks 11–13
In their words

What our clients say.

Teams that needed to ship AI fast, and did. Here's what partnering with Logiciel felt like from the inside.

Patrick Fingles

I would highly recommend them to anyone looking to scale quickly or needing support in engineering, product, or QA.

Patrick Fingles
Patrick Fingles
CEO, Leap
Elior Alayev

We don't just call them Logiciel; they're part of the Zeme team. Within the first week they were contributing meaningfully to our codebase.

Elior Alayev
Elior Alayev
Founder & CEO, Zeme
David Buzzelli

The Logiciel team worked tirelessly and built everything we needed, with security and best practices across our entire platform. It allowed us to become #1 in our industry, and we couldn't have done it without them.

David Buzzelli
David Buzzelli
Co-Founder, JobProgress
Is it a fit?

Designed for Teams Focused on Execution.

The program delivers most for teams ready to put AI in front of real users, and isn't the right call for everyone.

  • SaaS teams ready to ship AI to real users
  • Leaders who need production, not another POC
  • Orgs with governance or compliance requirements
  • Teams that want to build internal capability too
  • Pure research with no production goal
  • "AI for AI's sake" with no real use case
  • Teams unwilling to share data or system access
  • One-off prompt tinkering and experiments
FAQ

Frequently Asked Questions.

How can you ship to production in 90 days?
Because the pod is complete on day one (senior AI engineers, MLOps, and governance working together) and we scope to a single high-value use case. No recruiting cycle, no ramp time, and the data and security work happens in parallel, not after.
What if our data isn't ready?
That's normal, and it's part of the work. The first phase includes a data readiness assessment, and the data layer is hardened before any model work, so you don't end up tuning a model on shaky inputs.
How do you handle security and our IP?
Security practices are aligned to SOC 2 expectations and governance is designed in from the first sprint. Your IP, models, and data remain entirely yours. We build inside your guardrails, not around them.
Do we keep everything you build?
Yes. You own the code, the models, and the documentation. We also hand off playbooks so your team can operate and extend the system after the program ends.
What happens after the 90 days?
You have a production AI feature plus the playbooks to run it. From there you can take it in-house, continue with the pod on the next use case, or scale to multiple pods under the Enterprise option.
Let's talk

Let's Discuss Your Growth Strategy.

Tell us about the use case you want to ship. We'll pressure-test the opportunity, scope a working agent, and map the 90-day path to production, implemented, governed, and secured as one.

We reply within one business day