Practical AI development for the way your business actually works.
CitronLab is the AI studio within Thankz. We design and build AI systems, products, workflows, and automations that understand your company, your data, and your daily operations — not generic AI demos.
- Built around your existing tools and data
- Practical AI, not hype — production-ready systems
- Human review where it matters
- Backed by 13+ years of Thankz remote operating experience
“Between us we’ve spent over a decade building remote teams and software businesses. CitronLab is where those two crafts — operations and engineering — come together as one practical AI studio.”
Six concrete shapes of AI work
Most CitronLab engagements combine two or three of these. Always scoped to your workflow — not a feature list.
Custom AI systems
Internal tools, customer-facing products, portals, dashboards, assistants, and automation layers built around your business.
Workflow automation
AI connected into daily operations so teams can review, approve, search, summarize, generate, reconcile, and act faster.
Knowledge systems
AI over documents, records, transcripts, spreadsheets, dashboards, and structured business data.
Document intelligence
Extraction, classification, duplicate detection, compliance checks, and structured outputs from complex files.
Customer-facing AI products
AI-enabled products and assistants built for real users — not just internal experiments.
Private AI architecture
Permission-scoped, client-owned, private cloud, local-first, or on-device AI where needed.
From remote teams to AI systems
Thankz has spent years helping companies build remote teams, improve operations, and scale through better people and better systems. CitronLab extends that operator-led approach into AI development.
People & managed services. Global recruitment, US recruitment, and ongoing operations support for distributed teams.
Practical AI systems. Custom software, workflow automation, knowledge systems, document intelligence, and AI-enabled products.
Capacity + leverage. Better teams, plus systems that help those teams do more with less manual work.
Built around the tools and data you already use
CitronLab works with the systems you’ve got — instead of asking your team to migrate everything into a new platform.
Where AI can create practical value
Anonymized example use cases — realistic but fictional data, no real client names.
Run the day from one dashboard.
Dashboards, daily reports, anomaly detection, workflow queues, and internal AI tools for distributed teams.
Process documents at scale.
Review invoices, contracts, forms, reports, supporting documents, and evidence packs with AI-assisted extraction and checks.
Turn methodology into product.
Proprietary methodology becomes client portals, reports, projections, and repeatable advisory workflows.
Remember every conversation and commitment.
AI systems that understand people, meetings, commitments, context, and follow-up — not just transcripts.
Search private data with cited answers.
Personal, company, or client knowledge with permissions, human review, and local-first deployment where needed.
Five steps, from problem to production.
Each step builds on the last, scoped tightly to what the workflow actually needs.
Understand the problem
Identify what is manual, fragmented, repetitive, risky, or hard to scale.
Map data & workflows
Review systems, documents, users, permissions, rules, handoffs, and outputs.
Design the AI system
Decide where AI should retrieve, classify, summarize, draft, reason — or stay out of the way.
Build & test quickly
Turn the workflow into software: interfaces, integrations, dashboards, automations, and AI features.
Deploy & refine
Launch with logging, access control, human review, cost tracking, and room to improve.
The Thankz team went above and beyond — and the AI work CitronLab built on top of our ops has paid for itself in the first quarter.
Ready to explore what AI could do inside your business?
Visit CitronLab to see selected AI systems, research, and the studio’s approach to building practical AI products and workflows.