Quick2Labs.ai is the AI innovation lab behind the Quick2AI platform and Quick2Sell. We design, train, and deploy AI-native software, custom models, and agentic workflow automation for complex B2B operations.
Most "AI initiatives" stall in proof-of-concept. We engineer for the boring middle — the integration, the evals, the on-call runbook — so your investment shows up in revenue, not slide decks.
Consulting · Implementation
From scoping to shipped. We audit your highest-leverage workflows, design agentic systems around them, and stand up production pipelines that actually run unattended.
Training · Fine-tuning · Evaluation
We build models that fit your domain. Classifiers, routers, embeddings, fine-tuned LLMs — engineered with rigorous evals so you know exactly what you're shipping and why.
Product · Engineering
When off-the-shelf tools stop where your problem begins. We design and build AI-native applications end-to-end — agents, interfaces, orchestration, the whole stack.
Five domain orchestrators. Twenty-one specialized agents. One coordination layer. The same architecture we ship for clients is the engine behind every Quick2 product.
Autonomous Digital Agent Manager
Coordinates all domain orchestrators and 21+ agents across the platform.
Sales Automation Model
12-agent architecture purpose-built for complex technical B2B sales.
Digital Operations Model
Estimating, project management, resource planning, and workflow automation.
Autonomous Customer Experience
Customer lifecycle: onboarding, support, success, and retention.
Agent-builder, Tool-kits, Library & Assembly System
Marketplace and assembly system for pre-built AI agents, tools, and templates.
Quick2AI can be deployed standalone or embedded as the orchestration layer inside your existing systems. We tailor the agent set to your workflows.
Talk to the labSAM — Sales Automation Model
A digital twin of an elite seller, built for complex technical B2B. 12-agent architecture covering prospecting, discovery, technical fit, proposal generation, and pipeline orchestration. Eats its own dog food — we use it to run our sales.
Here to make selling fast, focused, & frictionless.
Enterprise deployment · April 2026
90-day enterprise pilot of Quick2Sell — powered by SAM and THALOS — for a datacenter design/build enterprise client, integrated with their pipeline systems. Shipped on schedule with hand-off documentation, eval harness, and on-call runbook.
Cognitive routing engine
THALOS is Quick2AI's cognitive routing engine. Just as the thalamus routes information throughout the human brain, THALOS intelligently classifies, prioritizes, and routes work to the optimal AI model, agent, workflow, or human resource — reducing cognitive load and accelerating execution.
Under the hood: a custom-built small language model running on NVIDIA Grace Blackwell, evaluating every prompt against 440 public models and dispatching it to the best-fit option — optimized for accuracy, speed, cost, and outcome. Available via API or self-hosted on your infrastructure. Part of the lab's secret sauce.
Fortune 100 industrial technology enterprise
Custom AI-native application with multi-agent orchestration, embedded into the client's operational workflow. Replaced manual cross-functional coordination with always-on agentic decision-making — shipped with full eval harness, observability, and team training.
We're builders. Most engagements move from first call to production in weeks, not quarters. Here's the path:
30-min consult. We map your workflows, surface the highest-ROI AI insertion points, and tell you what's realistic — even when the answer is 'don't build this yet.'
Architecture, data flow, agent topology, and a measurable success metric. You leave with a build plan and a fixed-fee quote, not a retainer trap.
Engineering against the plan in weekly demo cadences. Every artifact ships with evals, logs, and docs. No black boxes you can't operate after we leave.
Production deploy, on-call runbook, eval harness, and team training. You own it end-to-end. We stay engaged on retainer only if you actually need us.
Quick2Labs.ai exists because most "AI consulting" looks like a deck and a Slack channel. We're operators first: we run our own AI products in production, and we build the same way for clients.
That means every engagement ships with the boring infrastructure that determines whether AI actually works — evals, observability, hand-off docs, and a runbook your team can operate without us in the room.
We're picky about who we work with. We take on engagements where the path to measurable production value is real, and we say no when it isn't.
Most engagements move from first consult to production in 4–8 weeks. Our most recent datacenter design/build enterprise pilot — Quick2Sell with SAM and THALOS — shipped end-to-end in 90 days. If your problem is bigger, we phase it; smaller, we move faster. Every phase ends with something in production, not a roadmap.
Rarely. Strategy without engineering accountability is how AI initiatives die in PowerPoint. We'll do a paid 1–2 week discovery sprint that ends in an architecture and build plan you can take to any team — but our value compounds when we also build it.
We're stack-agnostic. In production we run Python/FastAPI for model serving, TypeScript/Next.js for product, and orchestrate via MCP. We've shipped on AWS, GCP, Azure, and on-prem. We pick the stack that fits your ops team — not ours.
Yes — that's the contract. Every engagement ships with eval harnesses, observability dashboards, hand-off docs, on-call runbooks, and team training sessions. If we're indispensable after delivery, we failed.
Yes. We sign NDAs, MSAs, BAAs, and DPAs. We've built systems that never touch external APIs and run entirely inside customer VPCs. We treat your data like ours — which is to say, paranoid.
Fixed-fee, scoped per project. Discovery sprints are typically $15–30K. Build engagements scale with the system's complexity and start around $60K. We tell you the number after the consult, not before — because the right answer depends on what we find.
Book a 30-minute consult. We'll tell you what's possible, what isn't, and exactly what it would take to ship.
Replies within one business day. We respond personally — no SDR templates.
