AI development services for high-stakes environments
When you're accountable for delivering results inside a regulated enterprise, speed to impact still matters. Lean Innovation Labs is an experienced agile development team that works within your compliance processes to deliver AI projects through to production.
See measurable impact from your AI investment, fast.
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Trusted by teams operating in enterprise environments
Problems We Solve
Where AI initiatives break down
A.
Data security and compliance hurdles
AI initiatives stall during internal reviews when data handling and governance are not addressed early. Programs lose momentum when compliance requirements surface late in the process.
Data security and compliance hurdles
B.
Technical integration with existing systems
Enterprise environments rely on legacy platforms and interconnected tools. AI work must integrate cleanly with these systems to be usable in day-to-day operations.
Technical integration with existing systems
C.
Gaps in team expertise
Many in-house dev teams lack experience delivering AI. Technical execution is often disconnected from business outcomes and program goals.
Gaps in team expertise
Our Services
AI development work
Lean Innovation Labs delivers custom AI development for organizations operating under regulatory and operational oversight.
Enterprise AI systems integration
AI capabilities integrated with existing platforms, data pipelines, and internal tools.
Embedded assistants and internal copilots
Custom assistants built into applications your teams already use.
Workflow automation and operational analytics
Automation and decision support tied to measurable productivity improvements.
Document ingestion & data readiness for AI agents
Prepare and structure documents or illustrations as data sources for AI agent consumption and retrieval.
AI roadmap and accelerator engagements
Focused engagements that deliver working prototypes and a realistic production plan.
Technology Partnerships
Technology partnerships and platforms
Experience delivering AI systems across enterprise-grade platforms, including:
How We Work
The Lean7 delivery methodology
A structured approach for delivering AI.
Define success criteria
Program goals and outcomes are established upfront.
Design for real workflows
Solutions are shaped around how work actually happens.
Account for compliance early
Security, privacy, and governance requirements are addressed from the start.
Integrate into existing systems
AI is embedded within current platforms and processes.
Evaluate in real conditions
Performance is measured using operational data.
Develop and deploy
Prototypes are prepared for production use.
Iterate based on results
Systems improve through real-world feedback.
Case Study
Enterprise AI delivered inside a live product
Fullcast
Lean Innovation Labs partnered with Fullcast to embed AI directly into a core enterprise platform, supporting sensitive planning workflows and strict access controls.
Read the Fullcast case study"The Lean Innovation Labs team spent the time to understand our systems and requirements. That made it possible to bring AI into production without disrupting our customers."
— CTO, Fullcast
Why Lean Innovation Labs?
Proven experience
3+ years focused exclusively on AI development, with over a decade building enterprise software.
Speed to execution
An agile external team that moves quickly, adapts to your environment, and drives projects through to completion.
Focus on business impact
Teams prioritize AI work based on where it improves productivity and delivers meaningful ROI.
Open Source
Open source tools we share
We believe AI can improve how organizations operate when it is built responsibly and shared openly. Alongside client work, we develop and open source tools based on real project needs.
Data MCP
Open source tooling that connects AI agents with enterprise data in a controlled way.
Wurf.AI
An AI workforce platform that helps teams scale operations using agentic workers.
Flowscript.ai
A visual builder for defining and automating AI-driven workflows.
InAppBI
Embedded analytics that bring reporting directly into existing applications.
Industries We Serve
Regulated enterprise operations
Schedule a Call
Talk through your environment and delivery goals
Use the calendar below to schedule time with the team. The conversation will focus on your systems, compliance requirements, and operational priorities.