Production Benchmarks

Technical Benchmarks

Real builds. Real metrics. Every deployment powered by battle-tested Accelerators with enterprise-grade security and sub-200ms system latency.

18-day deploymentLegal Tech / Contract Intelligence

Enterprise RAG Benchmark (Legal)

accuracy

98%

latency

<2s

queries

50K+

Problem Space

A legal tech founder came to us with a real problem: their enterprise clients were buried in 500+ page contracts and needed instant clause retrieval. The catch? Zero hallucination tolerance. One wrong citation and the deal is dead.

Accelerator Solution

We shipped a Hybrid RAG architecture combining Pinecone for semantic similarity with BM25 for exact match recall. Custom 32K context window management for full-document reasoning. Clause-level confidence scoring with citation tracking and enterprise-grade security with SOC2-ready audit logging.

Results

98% retrieval accuracy validated against human legal review

<2s system latency on complex multi-clause analysis

Zero hallucination incidents across 50K+ production queries

Founder closed Series A within 60 days of demo

Stack

LangGraphPineconeGPT-4 TurboNext.jsSupabase
14-day deploymentHealth & Fitness Tech

Real-Time Vision + Voice Agent

latency

<150ms

pilots

3 signed

rating

4.9★

Problem Space

Fitness founder had a killer idea but a hard deadline: real-time exercise form correction with voice coaching, and a major investor demo in two weeks. No pressure.

Accelerator Solution

We combined our Vision stack with Voice AI infrastructure. MediaPipe pose estimation running at 60fps, Vapi.ai voice with <200ms system latency, end-to-end encryption for HIPAA readiness. Natural turn-taking models with no interruptions.

Results

<150ms end-to-end latency from pose detection to voice feedback

Human-parity voice coaching with seamless user experience

3 enterprise pilots signed before the demo ended

4.9★ rating from 200+ beta users

Stack

MediaPipeVapi.aiReact NativeFastAPIReplicate
10-day sprintInvestment Analytics / VC

Agentic Market Intelligence System

time saved

40+ hrs

signals

500+

throughput

1M+/day

Problem Space

VC firm had analysts burning 40+ hours weekly on manual competitor research. By the time reports were done, the data was stale. They needed real-time intelligence that scales.

Accelerator Solution

LangGraph multi-agent orchestration with parallel tool execution. Streaming ingestion via Kafka for real-time signal processing. 128K context window management for comprehensive synthesis. Automated report generation with confidence-weighted citations.

Results

40+ hours of manual research → 60-second comprehensive summary

Real-time monitoring across 500+ market signals

System processes 1M+ data points daily without breaking a sweat

Client pipeline grew 3x within first quarter

Stack

LangGraphClaude APIPineconeApache KafkaD3.js
14-day deploymentFashion E-Commerce

Visual Gen-AI Commerce Platform

engagement

+35%

cost cut

95%

ttfb

<100ms

Problem Space

Fashion founder needed a complete e-commerce platform with AI-generated product imagery. Traditional studio shoots were killing margins and slowing launches. They needed to ship yesterday.

Accelerator Solution

Full SaaS Shell with Visual Product Factory. Next.js 15 for sub-100ms TTFB, Supabase for real-time inventory sync, Flux.1 on Replicate for on-demand imagery at scale. Enterprise-grade CDN with global edge caching. Stripe Connect for marketplace payouts.

Results

35% lift in engagement with personalized visuals

95% cost reduction vs traditional studio photography

Full platform shipped in 14 days, not 14 weeks

First profitable month within 60 days of launch

Stack

Next.js 15Supabase AuthStripe ConnectReplicateFlux.1

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