AI doesn't need more compute.
It needs infrastructure that delivers it.
AI doesn't need more compute.
It needs infrastructure that delivers it.
Every frontier model today is bottlenecked not by algorithms, but by the infrastructure that delivers them.
— Dr. Maya Reeves, Co-Founder & CEO
Three bottlenecks every AI deployment hits
Routing chaos
Teams juggle 12 providers with brittle failover and unpredictable latency.
Edge distance
Users wait on distant regions — p95 climbs past 800ms outside the US.
Cost blindness
Spend spikes without quality signal. Finance finds out after the invoice.
Cut the filler
If a card doesn't change the decision, it doesn't earn the pixel.
Stack for scan
Hierarchy first. Decoration second. Decoration never.
One unified inference layer
Smart routing
Real-time selection across 12 providers — fastest, cheapest path per request.
Global edge
50+ nodes. Sub-200ms for 95% of the world's population.
Live cost & quality
Dashboards, latency histograms, quality scoring — before the bill.
Drop in. Route smarter.
Direct OpenAI / Anthropic / custom clients. Manual failover. No shared observability.
Same OpenAI-compatible API. Automatic routing + failover. One pane for cost, latency, quality.
Inference is the new cloud spend line.
Every frontier team is bottlenecked on delivery, not algorithms. NovaSpark turns multi-provider chaos into one contract — with latency and cost visible before the invoice.
Sub-200ms for 95% of the world's population. One pane for quality.
18 months. Zero paid acquisition.
A category being created now
| Segment | 2026E |
|---|---|
| AI API Orchestration | $18.2B |
| Edge AI Serving | $9.4B |
| Inference Observability | $3.1B |
18 months to Series B readiness
Now
Core platform + enterprise SSO.
Q+2
Partnerships with AWS / GCP marketplace.
Q+4
Team 2× · $8M ARR target.
Series B
Category leadership narrative locked.
$14M Series A
Lead $8M · Co-investors filling $6M · 18 months runway to $8M ARR.
Building with teams who feel the pain daily.
Pilot
Pilot
Design partner
AI deserves better plumbing.
investors@novaspark.ai · novaspark.ai