Decision Infrastructure · AI Agents · Real-time BI
Your business is scaling.
Your systems aren't.
AI Agents and Decision Infrastructure for Mid-Market Manufacturing & Operations
Decision bottlenecks erode scale and slow execution — we build automation infrastructure that ensures execution systems run continuously, with minimal human intervention, powered by AI agents and real-time BI.
The execution gap
Growth exposes the cracks in your systems
Most enterprises hit the same wall. Not a people problem. A systems problem.
Teams escalate instead of execute. Every answer needs a meeting. Velocity collapses just when you need it most.
ERP, CRM, spreadsheets, vendor portals — none talking to each other. Your leaders make decisions on gut feel and last week's report.
Impressive demos. No operational change. The system still runs on gut feel and email chains six months later.
"This is the cost of misaligned systems — not bad strategy, not bad people. The architecture isn't built to scale decisions."
Conversational operations
Your team just types one question. Your ERP answers.
No new app. No login. No 6-click navigation. Marketing, customer service, and ops teams query live business data in plain language — via chat, from any device.
Productized services
Three tiers. One goal: execution at scale.
Start where it makes sense. Scale from there. Fixed scope, fixed price, clear outcomes.
- Single process end-to-end (invoicing, onboarding, reconciliation)
- BI dashboard: 5–8 live KPIs connected to your data
- Power Apps / n8n / Power Automate — no new logins
- 30-day satisfaction guarantee
- Conversational ops layer add-on available
- Real-time BI dashboards (Power BI / Apache Superset)
- 2–3 agentic AI workflows (Claude / OpenClaw)
- Data pipeline: ERP, CRM, and ops unified
- Supplier / customer integration layer
- 90-day support + satisfaction guarantee
- Ideal: $10M–$200M revenue operations
- Multi-agent AI orchestration (OpenClaw, Claude Coworks)
- End-to-end data engineering: Databricks, Spark, ClickHouse
- Cloud-native infra: AWS / Azure + Kubernetes
- Predictive ML deployed as live operational APIs
- 6-month performance review + full support SLA
See these systems in production: 6 live deployment case studies →
What clients say
Outcomes, not opinions
Real work, real results
What gets built and what it unlocks
Live ERP queries via chat — no app, no login
Marketing, customer service, and ops teams query order status, payment confirmations, and commission data in plain language from their phone. One message. Instant answer from live ERP data.
Fabric invoice reconciliation — automated end to end
Client manually reconciled invoices from 10 fabric suppliers against purchase orders — hours of work weekly, frequent disputes. AI agent now reads, matches, flags, and reports automatically.
4,500+ Employee lifecycle automation
MSP managing onboarding and offboarding manually across 7 client companies. Access removal missed regularly — a compliance and security risk.
5 integrated systems — one manufacturer, built over time
ERPOnline (production tracking), ResellerOnline (self-serve ordering), Supplier Fabric Portal, BI dashboards across all departments — all integrated, all live. AI layer now being added.
Open source tools
Free tools built from our own stack
Built for ourselves first. Then our clients. Now yours — self-host, own your data, no SaaS subscriptions.
cd qhub-wiki
ansible-playbook deploy.yml
How we work
From first call to live system in weeks
Discovery (60 min)
We map your highest-friction workflows, data sources, and decision points. No slide decks — a working session.
Architecture proposal
Clear scope: what we build, what connects where, expected outcomes, fixed-price quote.
Build + integrate
We build in your environment — cloud or on-prem. Weekly checkpoints. No black boxes.
Live + iterate
System goes live. Your team runs it. We stay for support and expansion on your terms.
From the field
Practitioner insights, not thought leadership
Real deployments, real problems, real outcomes. Written for operations leaders, not for SEO.
Watch us build
Tutorials, walkthroughs & client case studies
Short-form video walkthroughs of real deployments. See exactly how we build AI agents, BI dashboards, and automation systems — before you decide to work with us.
Beyond consulting and systems integration
We don't just consult. We build and own.
IntelliconnectQ builds and ships its own platforms — as technology partner, co-founder, and shareholder. This is what separates us from a consultancy and systems integrator.
Ready to build?
One conversation. A clear path forward.
No pitch deck. No proposal before we understand your problem. Just 60 minutes to identify your highest-leverage system to build first.
The Execution Edge
Monthly. For operations leaders building faster on AI. Real case studies, system blueprints, tools — no fluff.