OpenXCEL AI: Give your business an AI coworker with company context.
OpenXCEL AI brings company memory, editable skills, tools and approval boundaries into a business-owned AI workspace. Built around a self-hosted Slack coworker, it gives teams a practical way to organize context and define how delegated work should be reviewed.
What it does
Company-context workspace with retained memory and editable skills.
Self-hosted Slack coworker setup for business task intake and tool use.
Connection setup and approval boundaries tied to the intended task and reviewer.
Command Center: Run client delivery from a shared operating workspace.
Command Center brings client ownership, lifecycle milestones, service context and report review into a shared agency workspace. Teams can follow the client journey, inspect provider collection results and move the next handoff forward with clear responsibility.
What it does
Client and staff ownership linked to lifecycle milestones, services and activity.
Provider collection receipts and data-gap visibility alongside client reporting.
Versioned report review with role-based access and separately scoped company knowledge.
Member Onboarding: Give every member setup step a clear checkpoint.
Onboard makes the member setup journey easy to follow from a won Close CRM opportunity through Airtable, Mighty Networks, Intercom and Slack. Its checkpoint interface brings stage status and failure handling into a clear operating view for the team.
What it does
Checkpoint interface mapping the Close CRM handoff to tracking, community, support and team notifications.
Stage and error views for inspecting individual member setup handoffs.
Local retry controls for working through failed checkpoint paths.
ErrorLens: Make broken automations visible and actionable.
ErrorLens gives teams a clear place to investigate workflow failures. Execution details, severity, suggested next steps and incident ownership sit together, while logging and Slack alert paths bring the failure context into the team’s daily operating rhythm.
What it does
Incident review interface with filters, failure detail and assigned ownership.
Failure-context views covering classification, severity and suggested next steps.
Recovery review controls with incident status and a local resolved state.
Member Pulse: See the member journey, not just the latest interaction.
Member Pulse brings a member’s timeline, lifecycle, experience map, interaction stream and tenure into a connected application. Teams can inspect events, explore the inputs behind health signals and view membership patterns across time before choosing their next action.
What it does
Timeline and Stages views with platform lanes, date ranges and event detail.
Experience Map and Pulse Stream views linking touchpoints, interaction context and inspectable health signals.
Tenure views for cohorts, joins, calendars and membership duration.
SIGNAL: Connect AI visibility with the questions buyers ask.
SIGNAL brings buyer questions, AI answer observations, cited sources and referral reporting into a focused visibility workspace. It helps teams inspect where a brand appears, understand the supporting sources and organize the next research or content decision.
What it does
Visibility matrix and project workspace for organizing buyer-question coverage.
Run it twice, get one result. No duplicate contacts, no double bookings.
02 · State gates
Nothing moves until the conditions for it are true.
03 · Recovery
Transient failures retry safely. Everything else is classified, never swallowed.
04 · Human context
When judgment is needed, a person gets the whole story, not just an alert.
The tools I wire together, stack-agnostic and failure-aware: OpenAI, Claude, n8n, Make, HubSpot, GoHighLevel, Vapi, ElevenLabs, monday.com, Power BI, Tableau, Airtable, Supabase, Intercom, Close, Next.js, Vercel, Python, FastAPI, Ollama, DuckDB, Pydantic, GitHub, Cal.com.
Client work · delivered through AiXCEL Solutions
Built in their accounts. Still running today.
Agencies, clinics, communities and investors handed over their lead flow, onboarding and reporting, and kept the systems we built. Counts describe the size of the work, not business results.
Problem. A large set of GoHighLevel locations had to be accounted for before clinic accounts could run from one system.
What we built. An inventory of every location and one role-gated system for accounts and staff.
450 GoHighLevel locations inventoried and reconciled
204 client accounts and 22 staff, role-gated
7 AI call flows, new lead to missed-call callback
Systems that reached their clients, too.
Conversions.ai· AI agency · US 39 n8n workflows and 103 Make scenarios across four client workspaces.
We Scale Creators· Creator growth · US Creator CRM stacks, billing recovery, intake-to-fulfilment pipelines and CAC, LTV and ROAS reporting.
Agency on Fire· Agency coaching · US GoHighLevel CRM automation, funnel templates, lead nurture and student-progress dashboards.
Modern Amenities· Smart vending · Community 216 automations monitored and one six-stage onboarding pipeline across 7 platforms.
ChiroCandy· Healthcare marketing 450 GoHighLevel locations reconciled, 204 accounts on one role-gated system, 7 AI call flows.
Hrmny· Creative agency · Dubai & Riyadh Creative and communications agency across digital, social, brand experience and production.
AI Product Accelerator· Education program Helps professionals launch their own AI product in 90 days, without writing code.
RepStack· Remote staffing Places employer-of-record talent with digital agencies and GoHighLevel SaaS founders.
One Konnector· CRM & lead capture CRM and lead-capture business running its funnels and pipeline on GoHighLevel.
VT Capital· Capital · Cyprus Architected and automated key stages of its AI video production pipeline.
Hire Zim AI· AI hiring Systems work delivered through AiXCEL Solutions.
Realiste· AI real estate analytics Systems work delivered through AiXCEL Solutions.
git log --graph · 7+ years operating
Operator first. Systems specialist by evolution.
I spent years inside sales rooms, client conversations, training programs, and operational handoffs before designing the systems beneath them.
“That history shapes the work: I care whether the exception reaches the right person, whether the interface is clear at 2 a.m., and whether the team can operate the system after the builder leaves.”
Now
AI systems & automation
Architecting resilient CRM, voice, agentic, migration, and delivery systems for service businesses and internal teams.
2021 to 2024
Sales leadership & training
Led teams, designed operating rhythms, and trained more than one hundred candidates across real estate organizations.
107 people trained across a 16-month leadership role · self-reported
2020 to now
Yardim Foundation
Directing food and ration support: a human system where reliability is measured in families reached, not dashboards shipped.
748 ration packs mobilized in the COVID-response food program · self-reported
2019 to 2021
Investment advisory
Translated complex property decisions into clear client choices across residential and commercial transactions.
AiXCEL builds lead follow-up, client onboarding, reporting and monitoring inside each client’s own accounts, with a person approving every client-facing step. Founder-led, and built to be handed over with a runbook.
Four services · one approval layer · one set of numbers
Every automation watched by deterministic checks. Failures arrive with the cause and a fix to approve.
Product
OpenXCEL AI
Business-owned AI with company memory, connected tools and role-based assistants. First deployed in my own agency, instead of renting a system I couldn’t inspect.
86% lower monthly model bill
25K requests run in September
13 client jobs a week in Slack, each approved by a person
AI search visibility audits. SIGNAL records what AI answer engines say about a business, which sources they cite, and whether the visits they send become qualified enquiries.
Cross-system revenue assurance · Verified 10 Aug 2026
Marketing Revenue Assurance
Ten bounded specialists reconcile advertising delivery, CRM state, funnel movement, and collected cash, then propose a recovery plan without changing any external system.
12 of 12 golden scenarios · 31 automated tests · 81.93% measured coverage · 25 Postman assertions · Signed serverless approval receipts · Docker and PostgreSQL acceptance
Twelve bounded stages compare seller confidence with exact buyer language, stakeholder coverage, and dated commitments, then stop at a sales manager decision.
12 of 12 golden deal states · 53 automated tests · 83.97% measured coverage · 28 live Postman assertions · PostgreSQL checkpoint restart proof · 0 external mutations
Eleven bounded stages separate attributable creative signal from sample, audience, placement, funnel, lag, fatigue, and data-quality confounds, then stop before publishing or changing spend.
13 of 13 golden scenarios · 68 automated tests · 82.76% measured coverage · 18 evaluation measures · 34 production Postman assertions · 0 platform mutations
Twelve bounded stages test audience authenticity, campaign fit, conflicts, rights, safety, historical evidence, budget, and concentration, then stop at a campaign manager decision.
13 of 13 golden scenarios · 70 automated tests · 85.38% measured coverage · 18 evaluation measures · 34 production Postman assertions · 0 external writes
Governed model access and release evidence · Verified 11 Aug 2026
Agentic Systems Gateway
A deterministic policy gateway gives nine deployed systems free replay, visitor-owned NVIDIA NIM or OpenRouter access, signed receipts, and an evidence-qualified evaluation registry without exposing an owner-funded model key.
Fixed provider allowlist · HMAC receipts · 85 automated tests · 18 of 18 evaluation measures · 40 production Postman assertions · 0 production 5xx
Workspine· Flagship product · In progress A private desktop work-memory system that turns fragmented activity into a navigable timeline of context, decisions, and evidence.
MANHAJ· Delivery engine · Private system A system factory and control plane for turning repeatable delivery knowledge into governed modules, agents, and releases.
Enterprise OS· Client system · Anonymized A layered operating model joining permissions, delivery, finance, state gates, and observability without exposing client internals.
Self Healing Automation· Reliability system · ErrorLens · Public proof ErrorLens turns workflow failures into structured events. It classifies errors, retries safe cases, escalates with context, and records what needs fixing.
Make → n8n Factory· Migration factory · Documented scope A migration program that classifies 108 workflow candidates into reusable families, then validates behavior instead of copying spaghetti.
Resilient Onboarding· Cross-platform operations · Anonymized A checkpointed onboarding architecture spanning CRM, billing, calendars, messaging, and human handoffs. Recovery is part of the design.
Open source · 6 public repos
Repos you can inspect. Not claims you have to trust.
Small, focused systems that expose the architecture, the safety rails, and the real run path.
FlowSentry ↗· AI OPS Deterministic n8n failure detection with local LLM root cause analysis and Slack ready digests.
Ticket Triage AI ↗· HUMAN IN LOOP KB grounded ticket classification, priority, routing, and drafts with approval before customer delivery.
SQL Analyst Agent ↗· DATA AGENT A schema aware, SELECT only analyst that reads errors, repairs its SQL, and makes every attempt visible.
Paper Scout ↗· RESEARCH New arXiv papers become a referenced briefing, comparison table, open questions, and interactive topic map.
VoiceLine AI ↗· VOICE A local voice receptionist that extracts intent, schedules an appointment, and returns a spoken confirmation.
Extractor Pipeline ↗· DOCUMENT AI Messy documents become validated records through schema checks, model repair, and explicit failure logs.
Field notes · what I’m finding now
Practitioner guide · August 11, 2026 · 9 min Automation governance for inspectable systems ↗ Connect CRM state, AI decisions, delivery gates, workflow migration, and error recovery through explicit owners and evidence.
Buyer guide · July 22, 2026 · 7 min How to choose an AI automation agency ↗ Evaluate diagnosis, controls, evidence, ownership, recovery, and handover, not demo count.
Build in public · 8 channels
Watch the builds between the case studies.
Reels, walkthroughs, source and notes from systems in progress. Pick a channel.
Build in public · 8 channels
Watch the builds between the case studies.
Reels, walkthroughs, source and notes from systems in progress. Pick a channel.