01 · Subscription
Lead Operations ↗
Every enquiry captured, scored, routed to an owner and followed up on a clock until a call is booked.
Home / Agents and systems
Agents and systems
Agentic systems with a person approving where it matters, and the products built for AiXCEL.
AiXCEL Solutions ↗ · Founder
The company I built to hand systems over.
AiXCEL builds GTM operations, lead follow-up, onboarding, reporting and monitoring inside each client’s own accounts, with a person approving every client-facing step. Founder-led, handed over with a runbook.
GTM operations · four services · one approval layer
02 · Sprint
Client Onboarding ↗
From signed contract to live client without the chase. Anything that touches the client waits for approval.
03 · Subscription or Sprint
Dashboards & Daily Pulse ↗
One agreed view of spend, leads and revenue, and a pulse in Slack each morning.
04 · Subscription
Monitoring & Alerts ↗
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
Product
SIGNAL
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.
Modules inside the services: Onboard ↗ · ErrorLens ↗ · Pulse ↗ · AI Model Router ↗
Ten flagship agentic systems · verified public demos
Agents that stop where a person should decide.
A production-minded revenue and creator operations portfolio proving controlled multi-agent orchestration, evidence, typed APIs, human approval, evaluation, observability, replay, and cloud deployment.
Multi-agent campaign planning · Verified 5 Aug 2026
Creator Campaign Command
Five bounded roles turn a campaign objective and budget into an evidence-linked creator plan, then stop before outreach or spend.
LangGraph + FastAPI · 5 bounded roles · 3 scenario shapes · Objective-sensitive ranking · Approval gate before outreach or spend
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
B2B forecast control · Verified
Deal Rescue & Forecast Truth
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
Creative measurement and learning · Verified
Creative Learning OS
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
Multilingual content operations · Verified 5 Aug 2026
LanguageMix Studio
Timed English scripts become distinct Urdu, Roman Urdu, or Arabic review packages with voice register, safety checks, and native-language approval.
FastAPI · 3 source scenarios · 3 locale routes · 3 registers · 27 meaningful combinations · Native-language approval
Independent evaluation · Verified 5 Aug 2026
Agentic Systems Evaluation Lab
A live black-box evaluator tests deployed systems for contracts, evidence, approval gates, boundaries, idempotency, and latency.
3 target systems · 7 weighted checks · 4 baseline and fault scenarios · Arbitrary URLs blocked
Pre-publish decision support · Verified 5 Aug 2026
Content Performance Forecaster
A reproducible historical baseline returns forecast ranges, confidence, cohort fallback, and input sensitivity before publication.
500 licensed records · 400 training rows · 100 holdout rows · Versioned ridge models · No LLM claim
Governed revenue operations · Verified 10 Aug 2026
Revenue Signal Graph
Seven bounded agents convert fragmented account evidence into an explainable qualification, speed-to-lead decision, and human-reviewed action proposal.
LangGraph + FastAPI, PostgreSQL path · 12 of 12 golden scenarios · 31 automated tests · 85.30% measured coverage · 18 Postman assertions · $0 replay inference
Creator and talent campaign control · Verified
Creator & Talent Campaign OS
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
Flagship systems and case studies
- 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.
Next system · open to AI GTM roles and outbound builds
Show me where the pipeline breaks.
If replies stall, routing leaks or nobody trusts the attribution, we start there, with written findings before anything is built.
Book an outbound audit ↗Send me where it breaks ↗
Or ask an AI about me first: ChatGPT ↗ · Claude ↗ · Perplexity ↗ · Google AI Mode ↗ · Grok ↗ · Copilot ↗