// SIGNAL IN THE NOISE

MCP· RAG· LLM· Fine-tuning· Embeddings· Multi-agent· Vector databases· Chain-of-thought· Prompt engineering· DAG· Transformer· GPT· Retrieval· Orchestration· Tokenization· RLHF· Inference· LoRA· Agentic workflows· Tool use· Guardrails· Context window· Semantic search· Attention heads· Few-shot· Reranking· Beam search· Temperature· Top-k sampling· Top-p· Quantization· Distillation· Knowledge graphs· Mixture of experts· MoE· Speculative decoding· KV cache· Function calling· Structured outputs· JSON mode· System prompts· Hallucination· Grounding· Evaluations· Evals· Batching· Streaming· WebSockets· Rate limiting· Cost per token· Claude· GPT-4o· Gemini· Llama· Mistral· Ollama· Hugging Face· LangChain· LangGraph· LlamaIndex· Pinecone· Weaviate· pgvector· Cosine similarity· BM25· Hybrid search· Reranker· Cross-encoder· ReAct· Tree of thoughts· Self-consistency· Reflection· Planner· Executor· Critic· Sandboxing· Tool schemas· OpenAPI· Webhooks· Ephemeral tools· Memory· Long-term memory· Short-term memory· Conversation state· Session tokens· Observability· Tracing· Spans·

The AI expertise
your business needs.
Without the full-time hire.

We audit your operations, find where AI makes a real difference, and build it — from chatbots to autonomous agents.

Get Your AI Audit → See Our Work

Scroll · everything below is already in production

14+ YRS

// Experience

$300M+

// Platform volume

50+

// Projects shipped

100%

// Client satisfaction

// THE GAP

Most businesses are asking the wrong question about AI.

"Where can we use AI?" gets small wins. "What breaks at 10x?" gets leverage.

// THE QUESTION WE START WITH

If you 10x'd your customers tomorrow, where would your business break? That's where we start.

// WHAT YOU GET

Pick a bottleneck. We build the agent.

01 / 03

24/7 customer touch

Inbound that doesn't wait for office hours: questions, leads, bookings, support. Trained on your business, not a generic bot.

02 / 03

Ops without the click-through

The work that eats your team's week — reservations, reports, onboarding, routing — handled through plain conversation, plugged into your existing tools.

03 / 03

Decisions at machine speed

When a call needs more signals than a human can watch — pricing, trading, risk, dispatching — agents reason and act in real time.

// PROOF, NOT PROMISES

Here's what's already running.

Hospitality · AI Operations

An AI agent that runs a safari lodge in the Masai Mara.

Client: Mara Hilltop Safari Lodge
Build: Guest agent + MCP-powered staff ops
Stack: Custom MCP server · Multi-model · PMS

ConstraintSmall team, everything manual. Guest inquiries unanswered at 2am. Staff buried in ops instead of guest experience.

BuiltA guest-facing AI (Ranger) that handles inquiries, quotes, and bookings 24/7. A staff operations agent that manages reservations, check-ins, pricing, and reporting through conversation.

ResultHours of daily manual work gone. Guests get instant responses, any hour.

View project ↗

Message Ranger…

DeFi · Autonomous Trading

An AI agent that trades perpetuals on signals, sentiment and strategy.

Client: Pear Protocol · Agent Pair
Build: Autonomous trading agent on Arbitrum
Stack: On-chain · Sentiment pipeline · Risk engine

ConstraintTrading decisions required constant human monitoring of on-chain data, sentiment, and market conditions — more signals than any human can watch.

BuiltAn autonomous agent that analyzes signals, evaluates conditions, and manages long/short positions on perpetual contracts — independently.

ResultMulti-factor trading at machine speed, 24/7. Real capital, real markets.

View project ↗

Agent Pair · Signal Sentiment divergence +2.4σ · entering pair

Dev tools · Agent-native publishing

A blog platform where the AI agent is the user.

Client: SlopIt — slopit.io
Build: Agent-first publishing platform
Stack: TypeScript · MCP · REST · Static HTML

ConstraintExisting blog tools assume a human at the keyboard — OAuth flows, draft UIs, image uploads. AI agents trying to publish hit a wall of human-shaped friction.

BuiltA publishing platform with the agent as a first-class user. Tell Claude or ChatGPT to publish a post, the agent calls the MCP tool, and a live URL comes back in seconds.

ResultZero human steps from AI prompt to live URL. Open-core, live at slopit.io.

View project ↗

MCP · slopit.publish

slopit.publish({
  title: "Why remote work wins",
  body:  "...",
  tags:  ["remote", "work"]
})

→ 200 OK · 142ms

Live at nj.slopit.io/why-remote-work-wins

// THE PROCESS

From first conversation to AI running in your business.

Find the constraint

We dig into your workflows and find the bottlenecks capping your growth. You get an AI Opportunity Map — your top 3–5 opportunities ranked by ROI.

Rethink, don't patch

We don't bolt AI onto your existing process. We rethink it from first principles and build what it should have been.

Build & deploy

Fixed scope, clear timeline, your existing tools. Typical build: 4–8 weeks.

Optimize

We monitor, tune, and improve. We stay until your team trusts it.

Next bottleneck

Removing one constraint reveals the next. We keep going until your business runs fundamentally differently.

// PRICING

Clear pricing. No discovery calls to find out what things cost.

Start here

AI Audit & Quick Wins

$500/month

Your starting point. We find the opportunities and build a quick win so you see the impact first.

Operational audit & AI Opportunity Map
One quick-win deployment per month
Monthly strategy call
Prioritized automation roadmap

Start your audit →

Custom Build

$5K – $50K+project-based

Scoped, built, deployed. Fixed timeline, clear deliverables.

Full development & integration
Testing in your environment
30 days post-launch support
Documentation & handoff

Get a quote →

Managed AI

$1.5K – $3K/month

We keep your AI running well and find the next opportunity.

Monitoring & maintenance
Monthly optimization
Priority support
Incremental development

Talk to us →

// THE TEAM

No account managers. No layers. You work with the people who build.

Founder & Chief Architect

Penn State hackathon winner turned Silicon Valley builder. 14 years at the frontier — crypto since 2014, top 1% on Upwork, $300M+ in platform volume, now AI agents. Based in California.

Upwork Top 1% Talent ↗ LinkedIn ↗ Twitter / X ↗

Direct line California · +1 (717) 683-9393 · call or WhatsApp

Senior Engineer & Delivery Lead

Deep

Leads client delivery end-to-end. The person who makes sure your system works in production, not just in a demo.

// BUILT BY ENGINEERS FROM

ex —LinkedIn

ex —Swiggy

ex —AI Startups

ex —DeFi Protocols

A team of 5. High output, zero juniors.

// 14 YEARS ON THE FRONTIER

We've been building at the cutting edge since before it was a LinkedIn trend.

2012 – 2017

Full-stack era

Marketplaces, dashboards, internal tools.

2017 – 2023

Blockchain & DeFi

NFT marketplaces, DEXes, trading platforms — shipped while most still thought crypto was a scam.

2023 – now

AI agents

Autonomous systems, MCP-powered ops layers, multilingual concierges. Production, not prototypes.

// LET'S BUILD

You don't need an AI strategy.
You need AI that's working.

Or skip the form Call or WhatsApp NJ at +1 (717) 683-9393. California-based.

The AI expertise your business needs. Without the full-time hire.

Most businesses are asking the wrong question about AI.

Pick a bottleneck. We build the agent.

Here's what's already running.

An AI agent that runs a safari lodge in the Masai Mara.

An AI agent that trades perpetuals on signals, sentiment and strategy.

A blog platform where the AI agent is the user.

From first conversation to AI running in your business.

Clear pricing. No discovery calls to find out what things cost.

No account managers. No layers. You work with the people who build.

We've been building at the cutting edge since before it was a LinkedIn trend.

You don't need an AI strategy. You need AI that's working.

The AI expertise
your business needs.
Without the full-time hire.

You don't need an AI strategy.
You need AI that's working.