Products

Products we ship.
Decision infrastructure + Open-source tooling.

OpsGrid is decision infrastructure for Dynamics 365 Business Central, in active beta.
QHub Wiki is a self-hosted AI knowledge base, open source, $0/month, live at multiple client sites. We built both for our own teams first.

2
Live products
1
Active Beta
2
In the pipeline
OSS + Commercial
Two licensing tracks
Built from real deploymentsEvery product here started as a solution to a real customer problem. Open-sourced or productized only after it proved itself in production.
Two licensing tracksCommercial product when it's a vertical category (OpsGrid for Business Central). Open source when it's infrastructure anyone should be able to run.
Self-hosted by defaultYour data. Your server. Your stack. Same posture across both tracks: no vendor lock-in, regardless of how you pay.

· Active beta

Decision Infrastructure for Business Central

Active Beta · Dynamics 365 Business Central · Microsoft Teams
OpsGrid
Decision infrastructure for Dynamics 365 Business Central. Most BC environments have the data. The gap is governance: named decision owners and a full audit trail. OpsGrid builds that layer into Dynamics 365. Every BC write requires explicit human approval.
Read: Decision Infrastructure vs. Decision Intelligence — what makes them different →
Stack: Business Central · Microsoft Teams · Custom AI agents
Modules: InsightOpsHQ + ActionOpsHQ
Deploy: 2 weeks
Stage: Active beta · 13 spots
60×
faster decisions2.3 days → 1.2 hours
85%
fewer stockout incidents
80%
expedite cost reductionwithin 90 days
97%+
OTIF targetfrom 92%

From one active OpsGrid beta deployment · Dynamics 365 Business Central · mid-market manufacturer · baseline at project start, outcomes at 30 and 90 days. $0 BC writes without explicit human approval.

· Live · Co-Founded & Operated · FMCG & Export Trade

FMCG Trade Operations Platform

Live · Production · Technology Partner & Operator
TradeFlow Crew
Built and operated by IQ. Anveeka Trade — a fast-growing Indian export house — is the domain partner and first live deployment. Designed mobile-first: buyers and operations staff are field-based, and the platform puts actionable order and pricing information on their handhelds. Buyer portal, sales queue, factory queue, rate master, 5-stage role-gated pipeline. Initial infrastructure shipped in 5 days.
Stack: Hono · Cloudflare Workers · SvelteKit · D1 SQLite · Cloudflare Pages
Deploy: 5 days (initial infrastructure)
Stage: Phase 1 live · Phases 2–4 roadmap
Markets: SE Asia · UK · Gulf · North America

New order

Buyer placing a new order

Order tracking

Order tracking — 5-stage pipeline

Sales queue

Sales approval queue

Factory queue

Factory packing queue

· Available · Custom implementation

Conversational ERP for any system

Live · Custom Implementation · Any ERP
AskOps
Conversational ERP interface. Your team sends a message from WhatsApp, Teams, or Slack. AskOps queries your live ERP and responds in seconds. No new app, no screen navigation. Works with SAP, NetSuite, Dynamics 365, Business Central, Odoo, and custom systems.

"Used to call the factory from client meetings to check on an order. Now I check on my phone before I walk in."

— Head of Sales, bespoke garment manufacturer
Stack: Any ERP · WhatsApp / Teams / Slack · Custom AI agents
Deploy: 2–4 weeks
Stage: Available · Custom implementation
Interface: WhatsApp · Microsoft Teams · Slack

Open source · Live

Open-source infrastructure

Live · Open Source · Apache 2.0
QHub Wiki
Ask your company's knowledge base from your browser tab — chat interface, instant answers, without opening WikiJS or searching manually. Self-hosted, unlimited users, $0/month. Your data stays on your server.
Stack: WikiJS · Qdrant · Ansible
LLM: Claude / OpenAI / Openrouter
Deploy: ~30-45 min
Users: Unlimited
Chrome extension — AI answers from any tab
Type a question in the extension and get an instant, AI-synthesised answer from your own knowledge base — without opening a new tab or navigating to the wiki.
Semantic search via Qdrant vector DB
Find the right doc even when the exact words don't match. Qdrant runs locally on your server — no external search API, no data leaving your infrastructure.
Full data sovereignty
Nothing is indexed by third parties. No vendor lock-in. Markdown-first content is portable across any AI platform as the ecosystem evolves.
Any LLM — Claude, OpenAI, or openrouter
Bring your own API key. Claude (Anthropic) recommended for best retrieval quality. Groq available as a free-tier fallback if you need to control costs.
// Powered by QHub · Live in production IntelliconnectQ Bespoke Garment Manufacturing ZapConnectHub Corporate Event Planner

In the pipeline

Coming soon

Each tool below is either live or in development. We open-source when it's production-ready. Subscribe for early access.

Supplier Invoice Reconciliation Agent
Q3 2026
A drop-in AI agent that reconciles supplier invoices against purchase orders automatically. Reads invoices, matches to POs, flags exceptions, generates a reconciled report — zero manual intervention. Currently deployed with a manufacturing client reconciling 10 suppliers daily.
Origin: Deployed — manufacturing client, bespoke garment manufacturing. Open-source soon.
Get notified →
Employee Lifecycle Automation Starter Kit
Q3 2026
MS Graph + Power Apps templates for automated employee onboarding and offboarding. License allocation, department head alerts, access removal on departure. Based on a live deployment for an MSP managing 4500+ employees across multiple client companies
Origin: Live deployment — Managed Services Provider, serving 7 client companies.
Get notified →
Tell us your challenge
Bespoke
Have a specific operational problem not covered above? Our products start as client deployments — we may already have something in progress, or we scope and build bespoke. Either way, we size it before we quote.
Start a conversation →

Engineering & Infrastructure

Internal tools. Open sourcing soon.

These Ansible playbooks are used by our engineering team on every client deployment. They handle the repeatable, error-prone parts of server setup — SSL, nginx, Docker, VPN — so we're not rebuilding the same foundation each time. Open sourcing because they're good enough to share.

Ansible — SemaphoreUI Setup
Open sourcing soon
Full SemaphoreUI deployment — nginx reverse proxy, SSL via Let's Encrypt, database setup, and pre-vetted playbook library import. Takes a clean server to production-ready in one run. We use SemaphoreUI as the Ansible orchestration UI across all client infrastructure.
Stack: Ansible · SemaphoreUI · nginx · Let's Encrypt. Linked with the common playbooks library below.
GitHub — coming soon
Ansible — n8n Setup
Open sourcing soon
Self-hosted n8n via Docker, with nginx reverse proxy and SSL provisioning. Takes a clean server to a fully operational n8n instance. The setup takes half a day manually. Used for clients replacing licensed workflow automation platforms.
Stack: Ansible · n8n · Docker · nginx. Phase 2 of our MSP automation deployment runs on this stack.
GitHub — coming soon
Ansible — WireGuard VPN
Open sourcing soon
WireGuard server setup with peer configuration, ufw firewall rules, IP forwarding, and client config generation. How our engineering team accesses client infrastructure securely — faster than OpenVPN, no commercial licensing, repeatable across every engagement.
Stack: Ansible · WireGuard · ufw · Linux. Used on every client infrastructure engagement.
GitHub — coming soon
Common Ansible Playbooks
Open sourcing soon
Internally vetted scripts for the foundation every server deployment needs — server hardening, Docker install, nginx base config, SSL automation, firewall rules, backup configuration, log rotation. Linked with SemaphoreUI so they run from the UI. Not experimental — in active use across all client deployments.
Stack: Ansible · Docker · nginx · SemaphoreUI. Foundation layer for all client infrastructure work.
GitHub — coming soon

Get early access

We notify subscribers when a new tool releases — with install instructions, a demo, and a limited early-access managed install offer. No spam. One email per release.

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IQ Analytics Venture · Tech Partner & Shareholder
ZapConnectHub — Logistics Aggregator Platform
IntelliconnectQ is the technology partner and shareholder of ZapConnectHub: a logistics aggregator platform for the South Asian market. We're designing the full AI infrastructure: agentic shipment management and real-time carrier intelligence. This is us building product, not consulting.
Currently in build · Agentic AI for logistics management

Why we open source

We build it. We use it. We share it.

01
It proves we can ship
A GitHub repo with production deployments is more credible than any case study we could write. Real code, real clients, real infrastructure — visible to anyone who wants to look.
02
Shared tools create shared understanding
Companies that use our free tools know how we think and build before they ever talk to us. For many it's also their first real look at what practical AI infrastructure feels like to deploy and own.
03
It's the right thing to do
We built on the shoulders of open source tools: Langgraph, WikiJS, Qdrant, Ansible, Clickhouse, Apache Superset, n8n and others. Everything we ship stands on open source foundations. Contributing back is how that ecosystem stays healthy.

Work with us

See how these products run in your operation

One call — we'll tell you what's feasible, what it connects to, and what a real deployment looks like.

Book a discovery call →

Further reading

From the insights library

See every product in production — 6 live deployment case studies →