AGENT
GUARD
PLAN
EVAL
TOOL
MEMORY

Production AI engineering · 2026

We ship AI systems that actually run in production.

AI that moves the numbers that matter — more revenue, lower costs, faster cycles. We ship systems tied to your P&L, not pilots that stall in a slide deck.

Premium Robots · Live Ops00:00:00
VISITOR|LOCATING…
▲ ·····
LATENCY|P95
···ms
01s
IP ···↓ ··· MBPS
AIR QUALITY|LOCAL AQI
––AQI
GoodHazardous
PM2.5PM10O₃NO₂SO₂CO
▲ ·····
WEATHER|LOCAL CONDITIONS
––°C
▲ ·····
Aerostack Runtime3 Workflows · 421 Events/Hr · Avg Conf 0.93

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Ready
Production capability
180+ systems shipped
RAG + hybrid search
Multimodal · vision + audio
HIPAA · GDPR
On-prem / VPC deployment
RAG architecture
Fine-tuning
Eval-first delivery
Realtime · voice agents
Model routing
Observability
Senior engineers
RAG + hybrid search
Multimodal · vision + audio
HIPAA · GDPR
On-prem / VPC deployment
RAG architecture
Fine-tuning
Eval-first delivery
Realtime · voice agents
Model routing
Observability
Senior engineers

Services

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Industries

Where we’ve shipped this work.

How we operate

Built like infrastructure, not like a demo.

  • Evals from day one — quality measured before launch and after.
  • Model routing, fallbacks, and cost dashboards baked into every system.
  • Observability so you can answer 'why did the agent do that?' in seconds.
  • A real rollback path on every release. No heroic ops needed.
premium robots · live ops READY
08:11DEPLOYsales-agent · v2.4
09:18EVALtask-success ▲ 0.92 · ticket-deflect
10:25ROUTEClaude → Llama · 38% cost down
11:32INDEXrag-v2 · 4.1k docs · 11.2s
12:39ROLLBACKv2.3 → v2.2 · 1-click · ok
13:46SHIPclaims-agent · canary 5%
TASK SUCCESS
94.2%
P95 LATENCY
238ms
GUARDRAIL HITS
0.4%

Start a project

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You’ll get a reply from an engineer who’d be on your build — usually the same business day.