Enterprise AI Solutions

Production-grade AI agents, architected by a former CTO.

SFAX (Strategic Frameworks for AI Excellence) designs and ships agentic systems that eliminate manual work, accelerate decisions, and compound operational leverage across finance, operations, marketplaces, and internal teams.

Youssef Ben Mahmoud

Founder & Lead Architect

10+ years leading enterprise AI & tech

Ex-CTO driving agentic AI transformations

Scaled AI roadmaps, budgets & engineering

LinkedIn Top AI Voice (20k+ followers)

End-to-end partner: Strategy to production

Trusted by innovative teams

What we build

Services

Technology that acts as a force multiplier for your team.

AI agents

Production-grade agentic systems built with LLM orchestration, RAG pipelines, and tool-use patterns. Agents that plan multi-step tasks, call external APIs, and operate reliably inside your existing infrastructure.

LLM orchestration and tool-use
RAG over proprietary data sources
Human-in-the-loop approval gates
CRM, ERP, and webhook integrations

Openclaw Agents

We design and build automated workflows and Openclaw Agents that execute multi-step processes, deployed on your own infrastructure or cloud-based, with an LLM gateway for failover, spend control, and full audit logging.

Agent skills and routine orchestration
OpenClaw self-hosted or cloud-hosted
LLM gateway with spend control
MCP connections and observability

Gen AI strategy

CTO-level advisory to identify high-ROI AI opportunities, define your technical architecture, and build an execution roadmap your engineering team can deliver against.

AI opportunity and readiness audit
Architecture and model selection
Build vs. buy vs. fine-tune frameworks
Governance and security

Data and fintech workflows

Auditable, compliance-ready data products for lending, risk, and financial reporting. From open banking integrations and credit underwriting pipelines to reconciliation systems and regulatory-grade data delivery.

Open banking API integrations
Credit scoring and underwriting logic
Reconciliation and financial reporting
Audit trails and regulatory delivery

Case studies

Selected Work

Systems shipped. Impact delivered.

gringo.food

Agentic retail ops

Gringo

Deployed OpenClaw agents to automate core managerial workflows across locations. Store managers now use natural language to instantly generate supplier invoices, extract transaction analytics, and manage daily operations without navigating complex dashboards.

OpenClawagent orchestration

Full-stackretail AI ops

moltsheet.com

AI infrastructure

Moltsheet

Designed and shipped a spreadsheet-native persistence layer purpose-built for agentic systems. Gives LLM-driven workflows a structured, JSON-native store with a CLI and REST API so agents can read, write, and reason over tabular data without a full database stack.

JSON-nativeagent data store

REST + CLIdual-interface API

impactfull.org

AI investment research

Impactfull

Architected a multi-step LLM pipeline that ingests real-time earnings filings, macro data feeds, and alternative news sources to generate structured investment memos. Deployed for hedge fund desks in Paris and Singapore, cutting analyst research time by over 60%.

60%+analyst time saved

Multi-sourceLLM research pipeline

poweredbysous.com

Marketplace finance ops

SOUS

Rebuilt the entire finance operations layer of a home dining marketplace: automated payout reconciliation, dynamic discount engine, invoice generation, dispute resolution workflows, and last-mile logistics billing. Eliminated over $50k per week in manual processing errors.

$50k+weekly errors eliminated

Full-stackfinance automation

vfdgroup.com

Banking data products

VFD Group

Partnered with a Nigerian banking group to build customer data products using transactional behavioral signals, segment-level churn scoring, and retention trigger systems. Shipped across retail and SME banking verticals to reduce attrition and increase product cross-sell.

Retail + SMEbanking verticals

Churn scoringbehavioral ML models

antler.co

Open banking credit

Netarage

Partnered with the Antler incubator to launch this startup, building a B2B lending platform using open banking APIs to automate credit underwriting for freelancers and SMBs. Integrated cash flow analysis and risk scoring to issue short-term working capital facilities, reaching $600k in monthly disbursement volume across 3 pilot partners.

$600kmonthly lending volume

Open bankingautomated underwriting

joinef.com

Retail computer vision

WorldTrack

Partnered with the Entrepreneur First incubator to launch this startup, developing an in-store behavioral analytics platform using computer vision and ML object tracking to map shopper journeys, dwell times, and engagement heatmaps across luxury retail floor plans. Delivered actionable insights to optimize product placement and conversion.

CV + MLreal-time tracking

Retailbehavioral analytics

The builder

Youssef Ben Mahmoud

With 10 years at the intersection of AI and enterprise technology, I've served as CTO leading agentic AI transformations, managing tech budgets, and building the teams that make them work. I help enterprise leaders cut through the noise, make the right AI bets, and ship systems that compound operational value, from strategy to production.

LinkedIn Twitter / X Email

What clients value

Deep Technical Expertise

Architecture and execution across AI agents, complex data pipelines, and enterprise integrations.

Practical ROI Focus

No science experiments. Every sprint is designed to deliver measurable operational leverage and clear business value.

Tight Execution

Direct access to the builder. We communicate proactively, eliminate bottlenecks, and execute with precision.

Long-Term Partnership

We don't just ship code; we build durable systems and act as an extension of your leadership team.

Get in touch

Let's build something that compounds.

Book a practical discovery call. We will map the highest-impact use cases and design a focused build sprint with clear outcomes.

30-min discovery call

Map your highest-impact AI opportunities

Sprint plan + estimate

Clear scope, timeline, and expected ROI

Direct access to Youssef

No account managers, no middlemen

Or reach out directly

youssef@sfax.io

linkedin.com/in/youssbm

Book a build sprint

Usually responds within 24 hours