ModelWeav

Stop Renting "General" Intelligence. Own Your Private AI.

We specialize in training sub-8B parameter models that outperform Frontier LLMs on your specific business tasks with high accuracy and lower inference costs.

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The Problem

The "Billion-Parameter Tax"

01

Bloated LLM Bills

Paying for "wisdom" when you just need "extraction." Every token through a general-purpose model is money wasted on capabilities you never use.

02

Privacy Risks

Sending sensitive PII to 3rd-party servers. Every API call is a potential compliance violation and a data sovereignty risk.

03

Accuracy

General models hallucinate on domain-specific tasks. A specialist trained on your data delivers precise, reliable results every time.

The Solution

Your Private Specialist Swarm. We don't build one model. We build your fleet.

The Extractor

Messy PDFs → Strict JSON

100% schema compliance, 0% "fluff." Purpose-built to parse your documents with deterministic, structured output every time.

The Visualist

Pattern Counting & Micro-OCR

Reads tiny text GPT-4 finds "blurry." Trained specifically on your visual data for superhuman accuracy on your edge cases.

The Router

Intent Classification

Sorts 1,000 queries/sec for pennies. A lightweight classifier that routes traffic before the heavy models ever wake up.

The Guard

PII Masking & Safety

Scrubs data locally before it hits the cloud. Your first line of defense runs entirely within your perimeter.

The Summarizer

Long Docs → Key Bullets

Distills 50-page reports into actionable summaries. Tuned on your domain language so nothing critical gets lost.

The Translator

Domain-Aware Localization

Goes beyond word-for-word. Knows your product terminology and keeps tone consistent across every target language.

The Auditor

Compliance & Drift Detection

Continuously checks outputs against your regulatory rules. Flags violations before they reach production.

Your Swarm

Not sure which specialists you need?

We'll audit your workflow and map every task to the right mini-model. You'll know exactly where to displace generic AI with purpose-built specialists.

3 slots left for April

How We Work

From first conversation to a model you own. We're with you at every stage.

1

Free Consult

We start with a conversation to understand your needs, your data, and your pain points, then present a tailored solution. No commitment, no cost.

2

Feasibility Study

We take a sample of your data, train a proof-of-concept model, and present the results with a clear ROI breakdown. You only move forward if the numbers speak for themselves.

3

Full-Scale Training & Deployment

We handle the end-to-end pipeline: fine-tuning, post-training optimization, reinforcement learning, and deployment. Handholding across every stage until you're running independently.

Get a free Model Displacement Report. We'll show you exactly which parts of your workflow can be handled by a specialized mini-model.

3 slots left for April Book a 15-Min Consult

Contact us directly at hello@weavlet.com