9.5 / 10SYS-09Computer Vision
Watchtower
Moderates 12M live video streams daily, where the cost of a slow moderation decision is measured in harmful broadcast exposure.
- Streams/day
- 12M streams
- Detection lag
- 1.8s
Case studies — system index
We build the AI backend your idea is actually waiting on.
Not demos. Systems that hold up under load, under audit, and under the constraints that only show up in production.
- Systems
- 12
- Domains
- 6
- Complexity range
- 8.4–9.5
Showing 12 of 12 systems.
9.5 / 10
9.4 / 10SYS-03Real-Time Inference
Sentinel
Scores every banking transaction for fraud inside the critical payment authorisation window, where a slow answer counts as a failed one.
- Throughput
- 6.2k tx/s
- p99 latency
- 38ms
9.2 / 10SYS-01Multi-Agent Systems
Meridian
Runs back-office workflows end to end across 42 specialised agents, with an autonomous supervisor that can halt and roll back mid-flight.
- Agents
- 42 active
- Workflows/day
- 18,400
9.1 / 10SYS-08RAG & Search
Atlas
Resolves complex multi-hop enterprise reasoning by traversing knowledge graph entities first, surpassing conventional vector distance limitations.
- Entities
- 38M nodes
- Hop depth
- Up to 5 hops
9.0 / 10SYS-05Real-Time Inference
Echo
Conducts natural phone conversations and books medical appointments live, where low-latency barge-in matters more than raw model scale.
- Turn latency
- 620ms
- Barge-in
- Supported
8.9 / 10SYS-07Computer Vision
Argus
Catches sub-millimetre manufacturing defects at factory line speed, where a missed frame is scrap and a false positive halts the line.
- Inspection rate
- 120 parts/min
- Frame budget
- 24ms
8.8 / 10SYS-02RAG & Search
Lexicon
Answers legal research questions over 14.2M case filings and refuses to answer at all when it cannot cite the exact grounded passage.
- Documents
- 14.2M
- p95 answer
- 2.4s
8.8 / 10SYS-10RAG & Search
Vantage
Powers sub-80ms vector-native search across 54M e-commerce SKUs where inventory and pricing change faster than batch indexes can rebuild.
- Catalogue SKUs
- 54M items
- p95 search
- 72ms
8.7 / 10SYS-06LLM Platforms
Cortex
Fine-tunes clinical reasoning models strictly inside the hospital's private compliance boundary, guaranteeing zero PHI training data egress.
- Data residency
- In-tenancy
- PHI egress
- 0.0% (Guaranteed)
8.7 / 10SYS-11Real-Time Inference
Pulse
Calculates live personalization features inside a 10ms deadline, sitting directly in the critical path of every public page render.
- p99 read
- 7ms
- Feature reads
- 410k/s
8.6 / 10SYS-12MLOps & Infra
Bastion
Isolates 820+ enterprise B2B tenants on shared accelerator clusters and derives billing from an immutable append-only ledger customer teams can audit.
- Tenants
- 820 enterprise
- Isolation
- Cryptographic
8.4 / 10SYS-04LLM Platforms
Nexus Gateway
Intelligently routes every prompt to the cheapest foundation model clearing the quality bar, failing over silently during provider degradation.
- Providers
- 9 routed
- Routing overhead
- 11ms
Systems are listed by codename. Client names, contract details, and commercial outcomes are published only with permission — the architecture, constraints, and scale described here are what the work involved.
Next step
Your project isn’t a demo. Stop briefing it like one.
Bring us the constraint that worries you most — the latency budget, the compliance boundary, the system nobody wants to touch. That is the conversation worth having first.