aixcl is an applied AI studio. We build operational platforms where AI does real work — agentic governance for builders, WhatsApp-native workforce for ops managers. Both audit-grade by design. The X in our name is the multiplier between AI and what your operation is trying to become. Our job is to engineer it.
Not aspirations. Convictions — about where AI is heading and how a business gets there. The things we'd argue for in front of a board. Each one is a position we've earned by building, not by speculating.
Most AI tools generate answers. We engineer decisions — replayable, reversible, regulator-ready. Audit is not a feature we added. It's the reason customers buy.
Every team is a decision factory. Most are running 1990 throughput against 2026 expectations. We close the gap.
A model that works on stage is a science project. A model that works on Monday morning is a system. We only ship the second kind.
AI alone is potential. AI × Operations × Audit = compounding excellence. We build the multiplications, not the inputs.
Long roadmaps are an admission you don't know what works. We ship in four weeks, learn, ship again. Compounding beats planning.
You know your operations; we know where AI is heading and how to build it. The best answer always starts with understanding your business — then tailoring, never templating.
Anyone can describe where AI is going. The value is in connecting that trajectory to the one concrete move a business can make now. We trade in both — and never one without the other.
aixcl is small by design. One studio lead. A small bench of named advisors. A roster of contract engineers and operators who join per engagement. We're a studio, not a startup — and we plan to stay that way.
G. Khatib started aixcl in 2026 after a decade of building AI systems that actually shipped — for operators in logistics, finance, and healthcare. The thesis behind the studio is the thesis behind every successful applied-AI engagement they've run: speed is table stakes, audit is the moat, and operations is where AI earns its keep.
Before aixcl, Gal led AI engineering at [prior company], where the team's systems processed several billion dollars in operational decisions annually — with a clean audit record across two regulatory reviews. Earlier work included [prior company] in [city], focused on document intelligence for the financial-services sector.
aixcl's advisors are operators who've run the kind of teams we build for. They review every pilot brief, sit in on customer reviews, and tell us when we're about to build the wrong thing.
Ran an operations org of 3,400+ people through digital transformation. Now writes about decision velocity and audit-grade AI. Joined Q1 · 2026.
Led the bank's first regulated-AI program. Audit-pass record at two ECB inspections. Helps aixcl think about regulator-readability. Joined Q1 · 2026.
Shipped evaluation frameworks and audit-trail systems used by three regulators. Reviews every Warden release. Joined Q1 · 2026.
aixcl is run like a workshop, not a SaaS company. We work in tight loops, in close partnership with operators. Six principles govern how every engagement is run.
Every engagement is structured as 4-week sprints, each with a clear deliverable. Customers can exit at any milestone, no penalty. We earn the next sprint by shipping the current one.
Customer data never leaves the customer's cloud. Our software runs inside your AWS / Azure / GCP — or on-prem for enterprise. We never train on your data, ever.
aixcl Warden (the credential broker for AI agents) and aixcl Remote (WhatsApp-native workforce). We say no to engagements that don't fit either. The studio's job is to deepen what we build, not stretch across categories.
We embed alongside your ops team — not as consultants, but as shipping partners. By engagement end, your team owns the system. We're a phone call away, not a permanent line item.
Every engagement ends with a post-mortem — what worked, what didn't, what we changed about the product. We publish anonymised versions. The studio learns in public.
Our pricing is on the website. Pilots are fixed-fee. Production is per-decision. Enterprise is annual. We don't do bespoke discounts. Same price for everyone, every time.
Every inbound email to hello @ aixcl.com reaches a founder. We reply within 48 hours. If we're not a fit, we'll tell you in the first reply — and point you at someone who is.