Lattice is an agentic AI lab assistant that helps research engineers, platform leads, and CTOs make confident AI infrastructure decisions. It automates research synthesis by processing vendor documentation, benchmarks, and pricing data—providing grounded recommendations with full citations back to authoritative sources.

How does Lattice differ from ChatGPT or Claude?

Unlike general-purpose AI assistants, Lattice is purpose-built for AI infrastructure research. It ingests your specific sources (vendor docs, papers, pricing pages), maintains citation chains, and provides recommendations grounded in your curated knowledge base—not generic training data.

Blueprints are curated knowledge bundles that package vendor documentation, pre-configured scenarios, and recommended stacks. Lattice includes 36 blueprints from leading vendors like Anthropic, AWS, NVIDIA, GCP, Meta, and Mistral.

What's included in the $99 purchase?

The one-time $99 purchase includes lifetime access to Lattice: all three panels (Sources, Lab, Studio), 36 curated blueprints, unlimited workspaces, scenario and stack configuration, artifact generation and export, and all future updates.

Smart AI System Decisions

AI infrastructure decisions, grounded in evidence

Lattice runs privately on your laptop or cloud. Your data, your control.

Only $99 - Lifetime access - One-time purchase

AI Research Agent

Lab Panel

Chat with an AI research agent grounded in your sources. Get recommendations with transparent reasoning and full citations back to authoritative documentation.

Key capabilities:

LangGraph-powered multi-step reasoning

Numbered citations with source context

Scenario and stack-aware prompts

Save responses as reusable artifacts

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Use Case Definition

Scenarios

Define your workload requirements to get targeted recommendations. Specify workload type, latency targets, budget constraints, and compliance needs.

Key capabilities:

Workload classification (chat, batch, code)

SLO targets (latency, throughput)

Budget and cost constraints

Natural language requirement extraction

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Infrastructure Config

Stacks

Configure your AI infrastructure with model selection, hardware preferences, and framework choices. Get AI-suggested stacks optimized for your scenario.

Key capabilities:

Model selection (Claude, GPT-4, Gemini)

Hardware preferences (A100, H100, L40S)

Framework configuration (vLLM, TensorRT)

AI-suggested stack recommendations

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Knowledge Management

Sources Panel

Build a curated knowledge base from PDFs, URLs, GitHub repos, YouTube transcripts, and Google Docs. Every AI recommendation links back to specific source chunks.

Key capabilities:

Multi-source ingestion (PDF, URL, GitHub)

Hybrid semantic + keyword search

Real-time indexing with chunk tracking

One-click citation verification

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Pre-built Knowledge

36 Blueprints

Pre-configured knowledge bundles from Anthropic, AWS, NVIDIA, Google Cloud, Meta, and Mistral. One-click workspace population with sources, scenarios, and stacks.

Key capabilities:

Curated vendor documentation

Pre-defined scenarios per use case

Recommended stack configurations

Filter by vendor, category, or use case

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Artifacts & Export

Studio Panel

Turn AI responses into reusable artifacts. Generate comparison tables, decision memos, and architectural recommendations with multiple export formats.

Key capabilities:

Four artifact types supported

Citations and context included

Export to Markdown, JSON, CSV

Add artifacts back as sources

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Customization

Settings

Personalize Lattice to match your workflow. Configure API keys, model defaults, search behavior, agent parameters, and appearance preferences.

Key capabilities:

API key management for multiple providers

Model defaults and temperature tuning

Search & RAG configuration

Data privacy and export controls

latticelab.io

Learn more

1/7

Curated Blueprints

10+

Vendor Integrations

2,134

Passing Tests

v0.6.2

Latest Release

36 Curated Blueprints from Leading AI Vendors

Anthropic4 blueprints

AWS3 blueprints

Google Cloud3 blueprints

NVIDIA3 blueprints

Meta2 blueprints

Mistral2 blueprints

OpenAI3 blueprints

Azure2 blueprints

Cohere2 blueprints

Hugging Face2 blueprints

A Letter from Team Lattice

To the engineers, architects, and leaders building the future of AI

We know your world.

You spend weeks reading vendor docs, comparing benchmarks, and building spreadsheets to justify decisions. When leadership asks "why this vendor?", you need evidence, not intuition. But the AI landscape changes faster than any team can track, and your research contains sensitive information you can't paste into a chatbot.

Lattice changes this.

An agentic AI lab assistant that runs privately on your machine. Your data never leaves your control. Research depth of a dedicated analyst, in minutes instead of weeks.

36 curated blueprints from leading AI vendors, ready with one click
Source-grounded recommendations with citations to specific documentation
Scenario-aware analysis for your latency, budget, and compliance requirements

$99 for lifetime access. No subscriptions. No vendor lock-in. No data leaving your machine.

Smart AI system decisions, grounded in evidence.

Team Lattice

P.S. Watch our walkthrough or read our blog to see Lattice in action.

See Lattice in Action

Watch a complete walkthrough of how Lattice helps you make confident AI infrastructure decisions with grounded recommendations.

Three-Panel Interface for AI Research

Lattice combines knowledge management, AI-powered analysis, and artifact generation in a unified interface designed for AI infrastructure decisions.

Sources Panel

Multi-source knowledge ingestion with hybrid semantic and keyword search. Every recommendation links back to specific source chunks.

PDFs, URLs, GitHub, YouTube, Google Docs
Real-time indexing with chunk counting
Citation tracking to source documents

Lab Panel

LangGraph-powered research agent with transparent reasoning. Get grounded recommendations citing specific source chunks.

Multi-step reasoning with thinking traces
Conversation-to-scenario extraction
@ mentions for source references

Studio Panel

Save chat responses as reusable artifacts. Generate tables, comparisons, and decision documents for stakeholder review.

Save responses as named artifacts
Export to CSV, JSON, Markdown
Track artifact history and versions

36 Curated Blueprints

Pre-built knowledge bundles from Anthropic, AWS, NVIDIA, GCP, Meta, and Mistral. One-click workspace population.

Vendor documentation pre-packaged
Pre-configured scenarios and stacks
AI-powered blueprint discovery

Scenario Configuration

Define workload types, SLO requirements, budget constraints, and compliance needs. Get stack recommendations that match.

Chat, RAG, Agentic, Embedding workloads
Latency, throughput, availability targets
SOC2, HIPAA, GDPR compliance

Stack Management

Configure model providers, framework selection, and hardware options. Pre-built stack templates for common patterns.

LangGraph, LangChain, custom frameworks
Cloud provider and region selection
GPU type and instance sizing

Built for AI Infrastructure Decisions

Lattice helps research engineers, platform leads, and CTOs make confident decisions with grounded recommendations and full citations.

Research Engineers

"I need to evaluate three embedding models for our RAG pipeline. I want to compare accuracy, latency, and cost—with citations to actual benchmark data."

With Lattice:

Upload papers, pricing docs, model cards. Get comparison tables with full provenance.

Platform Leads

"My team needs a recommendation for which LLM provider to use. I need to factor in latency requirements, budget, and compliance needs."

With Lattice:

Configure scenarios with SLOs, budget, compliance. Get stack recommendations meeting all constraints.

CTOs & Technical Leaders

"I need to present our AI infrastructure strategy to the board. I want clear cost projections and vendor comparisons—backed by credible sources."

With Lattice:

Generate executive-ready artifacts. Track decision provenance back to sources.

Simple, One-Time Pricing

Get lifetime access to Lattice with a single purchase. No subscriptions, no recurring fees.

$99

One-time payment • Lifetime access

Full access to Sources, Lab, and Studio panels
36 curated vendor blueprints (Anthropic, AWS, NVIDIA, GCP, Meta, Mistral)
Unlimited workspaces and source ingestion
Scenario configuration with SLOs, budget, and compliance
Artifact generation and export (CSV, JSON, Markdown)
All future updates included

Frequently Asked Questions

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