Transform your business with AI

Scale without headcount.

You don't need more employees to get more done. We build AI systems that do the work for you, so your business grows automatically.

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Over-Promised. Under-Delivered.

You are drowning in tools
but starved for results.

AI tool fatigue. Teams are drowning in AI apps, tokens, and prompts — not productivity.

Inconsistent outputs. You can't run a business on guesses. 90% accuracy is 100% useless.

Toy pilots. Deploying a chatbot to summarize emails is a parlor trick, not a needle mover.

The gap. Teams treat AI like software when it's intelligence, it requires orchestration to be useful.

"Using ChatGPT" is not a strategy. You don’t need another SaaS subscription or the newest AI tool. You need custom tailored outcomes that save time and protect margin.

Search Party Protocol

We don't just give advice.
We engineer the outcomes.

90 minutes

Validation

We respect your time. In one session, we review your current workflow, margins, and goals. We only move forward if we see a clear path to ROI. If the math works, we start immediately.

Phase 1

Bottleneck Mining

Stop guessing where the problems are. We analyze your metrics to identify where headcount is outpacing revenue, then survey and interview your team to pinpoint the repetitive, morale-killing work that's silently crushing efficiency.

Employee	Department	Status	Date
Bernard Ng	Engineering	Completed	10/31/2023
Méschac Irung	Marketing	In Progress	10/21/2023
Glodie Ng	Sales	Analyzing	10/15/2023
Theo Ng	Customer Success	Completed	10/12/2023

Employee	Department	Status	Date
Bernard Ng	Engineering	Completed	10/31/2023
Méschac Irung	Marketing	In Progress	10/21/2023
Glodie Ng	Sales	Analyzing	10/15/2023
Theo Ng	Customer Success	Completed	10/12/2023

Phase 2

Solution Mapping

We map the friction to meaninful AI tiers: Instant knowledge for unlocking data, smart tools for drafting, coding, and preparing materials, and autonomous agents for fully automated and human-in-the-loop workflows.

Phase 3

The Attack Plan

We don't leave you with a generic strategy deck, we deliver a prioritized roadmap ranked by impact. From quick wins we can deploy now to system scaling that permanently decouples revenue growth from your hiring plan.

DOE Framework

Predictable architecture.
Reliability, not magic.

The Rules

Directives.

Your SOPs serve as the 'source of truth,' ensuring agents follow your business rules, not their training data.

Orchestration

The Brain

We use LLMs strictly for reasoning and routing—figuring out what to do, not guessing how to do it.

Execution

The Hands

Standard, deterministic code handles the actual work. This delivers the high-90s% reliability that businesses actually need.

Execution Model

Forward deployed experts.
We inject intelligence everywhere.

G&A

General & Administrative

Automate the back office. Deploy workflows across finance, ops, HR, and reporting to keep the business running faster with fewer touches.

S&M

Sales & Marketing

Turn GTM into a machine. Embed AI into lead qualification, outbound, calls, follow-ups, proposals, insights, to closes more without scaling headcount.

R&D

Research & Development

Ship faster with fewer bottlenecks. Build agentic tooling that accelerate engineering, product, and research, freeing your best builders to focus on high-leverage work.

Stop experimenting. Start executing.