AI systems built around the way your business actually works.
CitronLab is an AI studio within Thankz. We design and build practical AI products, workflows, and automations that understand your data, your processes, and your company.
For businesses with real workflows, real data, and real problems to solve.
We work with founders, operators, and leadership teams at established businesses who know AI could improve how they work — but need someone to turn the idea into a secure, usable system.
Your data may live in spreadsheets, CRMs, internal databases, documents, email, finance systems, third-party platforms, or proprietary workflows. We help connect it, structure it, and build the AI system around it.
From AI strategy to working software.
AI strategy
We identify where AI can create practical value by mapping your workflows, data, users, decisions, risks, and outputs.
Custom AI systems
We design and build private AI software: internal tools, customer-facing products, portals, dashboards, assistants, and automation layers.
Workflow automation
We connect AI into daily operations so teams can review, approve, search, summarize, generate, reconcile, and act faster.
AI that understands the work, not just the prompt.
A useful AI system has to know what data matters, what rules apply, who is allowed to see what, and what output the team actually needs.
Knowledge systems
AI over documents, records, transcripts, spreadsheets, dashboards, and structured data.
Document intelligence
Extraction, classification, duplicate detection, compliance checks, and structured outputs from complex files.
Workflow-aware AI
AI embedded into reviews, reports, portals, approvals, dashboards, and daily operations.
Customer-facing AI products
AI-enabled products built for users, not just internal teams.
Private architecture
Local-first, private cloud, permission-scoped, and client-owned systems where needed.
AI governance
Usage logs, cost tracking, permissions, citations, human review, and safe operating boundaries.
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Selected AI systems we've developed.
We are not naming projects, clients, or internal systems publicly for the moment. These anonymized examples show the range of systems we have developed across operations, compliance, knowledge, wellness, advisory workflows, and relationship intelligence.
Document Compliance AI
An AI compliance engine for document-heavy workflows: invoices, contracts, agendas, supporting docs.
Distributed Operations AI
An AI operating system for distributed service businesses — finance, HR, sales, talent, clients in one place.
Private Knowledge AI
A local-first AI knowledge system for complex personal data with cited answers and hybrid search.
Health & Habit AI
An AI-powered health and habit tracker with flexible weekly goals, wearables, and assistive planning.
Advisory Workflow AI
An AI advisory platform that turns proprietary methodology into client portals, reports, and projections.
Relationship Intelligence AI
A relationship-intelligence and personal-memory lineage built around AI that understands people and context.
Built around your logic, not ours.
Understand the business problem
We start with what is manual, fragmented, repetitive, risky, or difficult to scale.
Map data, tools, and workflows
We look at the systems, documents, people, permissions, rules, handoffs, and outputs involved.
Design the AI system
We decide where AI should retrieve, classify, extract, summarize, draft, reason, explain, or stay out of the way.
Build and test quickly
We turn the workflow into software: interfaces, integrations, review queues, dashboards, automations, and AI features.
Deploy, refine, support
We launch with logging, error handling, access control, human review, and room to improve as the system is used.
Years of building AI that understands context.
CitronLab grew out of years of building systems that understand people, relationships, data, workflows, and business context. Our roots are in AI-powered connection and relationship intelligence, and our work now spans operational platforms, document systems, private knowledge systems, wellness products, and bespoke AI software for clients.
Founder, operator, decades of building remote teams and software businesses.
Technology leader behind AI systems, retrieval, data architecture, and software delivery.
Have a workflow AI should understand?
Tell us what is manual, messy, repetitive, or spread across too many systems. We'll help you decide whether it should become an AI system, an internal tool, a customer-facing product, or something simpler.