Bryce Givans · FounderThe team
Givans Global
AI automation and operations specialist team that turns messy, manual workflows into clean, repeatable systems for real estate, legal, and creator-led teams. Known for building CRM, lead, and content pipelines that improve follow-up speed, reduce admin time, and make day-to-day execution feel lighter.
More about us
Over the last few years we've
- Designed and implemented CRM and intake workflows for a multi-location legal services team, cutting double-bookings, standardizing notes, and driving higher close rates on consults.
- Built lead, dialer, and spreadsheet pipelines for a real estate org that reduced manual admin hours, improved response times, and made large call campaigns (30,000+ leads) actually manageable.
People tend to pull us in when
- They're growing, but internal operations still run on memory, siloed spreadsheets, or one person holding everything in their head.
- They want AI and automation that doesn't break what already works, and doesn't overwhelm a non-technical team.
Automation Architect · Apify + Playwright + Clay AI Lead Engine
Jan 2025 – PresentManual lead research was slow and inconsistent. Hours per batch, and the quality wasn't there.
Built an automated scraping + enrichment pipeline (Apify, Playwright, Clay AI) that captures, enriches, and ranks leads by conversion likelihood.
Impact: lead research cut from hours to minutes, higher lead quality, repeatable template for new markets.
Lead Systems Architect · C2C Legal Case Management System
Jan 2024 – Jan 2026Legacy legal services company on paper files and ad-hoc email; CEO working six days a week; no intake, CRM, or SOPs, and cases slipped through cracks.
Interviewed the CEO, mapped the case lifecycle, designed digital intake flowing into a CRM, automated status updates, built a living SOP repository in Notion.
Impact: ~80% digital operations, workload transparency, CEO down from six days to four.
Some projects you can check out
AI Replaceability Test
A 90-second career exposure test with instant scoring, a useful next move, and a result card built to travel.
→Operator Quest
Pixel-art browser game built into the XP desktop.
→The XP Desktop
Our old website: a fully working Windows XP desktop. Only visitors between 30 and 45 could navigate it; everyone else was lost. It stays up because it's still the most creative way we've displayed our work.
→Dark ambient focus music
Generative soundscapes for deep work. In production.
In the studioWe think the next serious wave of software runs on your own hardware. Open-weight models like Llama and Mistral already run offline on consumer GPUs through tools like Ollama and llamafile, and quantization keeps shrinking the compute bill.
Privacy. Prompts, documents, and embeddings never leave the machine. There's no third-party retention policy to audit.
Reliability. No API outage, rate limit, or model deprecation can break your workflow. Software you host keeps working.
Control. You pin the model version and the weights, so behavior doesn't shift under you overnight.
The local-first software essay by Ink and Switch laid out the blueprint: your data lives on your device, and sync is a feature, not a dependency. Simon Willison tracks how fast local LLMs are closing the gap. The tools we release here will run local first.