More capacity.
Better performance.
Lower costs.

Examples drawn from real project work and deployment experience, with outcomes calculated for the scenarios shown.

01AI workflow assistant

2,517.5 hours of team capacity returned.

Time returnedFour months

2,517.5Hours saved

$125,875Capacity value · USD

6,439 conversations supported

An AI assistant that works alongside your team, helping people find answers and complete recurring tasks. People stay in control while the assistant reduces repeated manual work.

Four months · $50/hour capacity valuation

Behind the numbers

June 9–October 1, 2026 · 6,439 conversations · 80% engagement.
Capacity valuation: 2,517.5 hours × $50/hour = $125,875 USD.
100% of 409 analyzed questions answered; 96% of sampled answers classified as good quality.

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02Website transformation

From 11 URLs to 66 launch-ready pages.

Room to growPre-launch

11 → 66URLs to launch-ready pages

Before11

Delivered66

94 → 98Performance score

1.2s → 0.9sLoad performance

A brochure website rebuilt around the services customers search for. Design, content, technical SEO, and conversion paths came together in one delivery.

Pre-launch website comparison

Behind the numbers

Pre-launch comparison · May 16, 2026 · 11 existing URLs to 66 launch-ready pages.
Desktop Lighthouse: performance 94 → 98, accessibility 81 → 92, best practices 92 → 100.
Largest Contentful Paint: 1.2s → 0.9s.

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03AI cost architecture

An $86,800 monthly AI cost opportunity.

Monthly token costsMonthly comparison

86.8%lower token cost

Astra API$100,000

Qwen3.8 Max API≈ $13,200

≈ $86,800/monthMonthly reduction

Match your workload to a lower-cost model and deployment setup. Compare managed APIs, private GPU hosting, and local hardware around cost, control, and task quality.

$100,000/month reference · token costs

Behind the numbers

Same monthly volume: 5B input + 1B output tokens.
Monthly API costs in USD for the same token volume
Monthly cost Astra Qwen3.8 Max
Input $50,000 $8,250
Output $50,000 $4,951
Total $100,000 $13,201
Standard API pricing · Qwen global regions · Reviewed October 1, 2026.
Monthly token costs: $100,000 → $13,201. Difference: $86,799/month, $1,041,588/year. Charts round to the nearest $100.

Monthly API costs in USD for the same token volume
Monthly cost	Astra	Qwen3.8 Max
Input	$50,000	$8,250
Output	$50,000	$4,951
Total	$100,000	$13,201

GPT-6 Astra pricing ↗Qwen3.8 Max pricing ↗

Evaluate an AI cost decision for your workload.

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What could your team gain?

Book a 15-Minute Call Our security approach ↗