We design and implement workflows that compress execution time across product, sales, and operations.
The RAI Framework. We identify where AI will deliver the highest ROI across your operations — then build the roadmap to get there.
We connect your real data, build working systems, and deploy MVPs in 30 – 60 days. No slideware. Shipped product.
Continuous iteration. We stay embedded to expand what works, integrate new platforms, and compress your backlog.
A live CRM dashboard was deployed in less than a day, connected directly to Databricks via MCP. By comparing the output to existing product tickets, approximately 75% of roadmap features were implemented in under two hours of structured prompting.
This is what AI execution looks like when connected to real data and real workflows.
Buried in backlog with more requests than bandwidth. AI can compress months into weeks.
Waiting on reporting, visibility, and pipeline intelligence that should already exist.
Stuck in manual workflows that bleed time and introduce errors at every step.
Experimenting with AI but not seeing results. Ready for an execution partner, not another demo.
Identify the highest-leverage workflows where AI will have immediate, measurable impact.
Plug into your real data — CRMs, databases, vendor platforms, spreadsheets. Whatever you have.
Deploy a compressed MVP. Working software, not a proof of concept.
Track outcomes, expand what works, and continuously improve.
For teams requiring tighter control, Recency Labs can deploy AI execution systems on dedicated local hardware (e.g., Mac mini) to retain operational memory and reduce vendor dependency.
Book a 20-minute strategy call. No pitch deck. Just a conversation about your highest-leverage workflows.
Book a Strategy Call