Advantage №1
Proof-first, not promise-first
We start with quantifying ROI and design working system. If it can’t pay for itself, we won’t build it.
We design AI systems
that buy back time and
unlock growth
We automate repetitive work across the tools your team already uses.
Tens of millions of dollars
generated & saved.
Advantage №2
AI with guardrails
Your logic stays deterministic and controllable. No black boxes, no forced tool changes.
Advantage №3
Fast build, simple run
We ship in weeks, and offer a light monthly to keep it humming. Outcomes over noise.
Selected work
Our team
We’re quiet builders who think like operators. Strategy + automation + clean UX — so your team gets time back and results compound.
Yuri Kashirin
Partner, Systems Strategy
Khalid Majd
Partner, Solution Architect
We remove friction and tighten the way
work gets done.
By understanding the unique landscape of your business, we craft bespoke systems that drive efficiency and new revenue
- 5+
- years building systems
- 100+
- clients served
- 15+
- different niches
Our process
Step 1
SCAN:
Study the business, Calculate the opportunity, Architect the solution, Narrate the plan. You get a bottleneck map, ROI table, and a build roadmap.Step 2
BUILD:
Ship a push-button system for one priority workflow. Inputs connect, data is validated, AI reads/triages, rules decide, output lands where your team already works.Step 3
OPERATE:
Monitoring, tweaks, model cost coverage, and a weekly “what changed / what to fix next” brief.Step 4
COMPOUND:
When the first workflow pays for itself, we move to workflow #2. Same cadence, same rules: working system, measurable outcome.
FAQ
Do I even have processes for AI?
Almost every company has repeatable loops. Examples: lead generation, lead intake, proposal prep, invoice/document checks, price/stock updates, FAQs, weekly reports, etc.
Why do I need AI implementation?
Stability: fewer manual errors and stuck tasks.
Savings: lower labor time and operating costs.
Revenue: new lead sources and higher conversion from existing traffic.
Edge: faster response, clearer rules, predictable outcomes.
What problems do you tackle?
Recurring workflows that burn time or leak money: intake → decision, data cleanup, handoffs, follow-ups, status/reporting, etc. We pick one loop and make it push-button.
Do you replace our tools?
No. We integrate. Output goes to your CRM, sheets, inbox, Slack, or DB — where people already work.
How fast do we see value?
SCAN (audit) in 7–10 days; first build live in ~2–3 weeks. Early wins show up immediately in hours saved and cycle time.
How do you price?
SCAN (audit) is fixed-fee. Builds are a flat project price (scope-based). Operate is a simple monthly that includes model costs and small improvements.
What if it doesn’t work?
If the build misses the agreed metric, we extend the sprint at no charge to hit it.