Systems research & whitepapers

Authored by the SCRL Systems Architecture Group, each whitepaper establishes formal SLA boundaries, p95/p99 latency proofs, database concurrency contracts, and peer-reviewed compliance methodologies across our 4 core architecture pillars.

Request Principal Architecture Briefing →Explore 12 Implementation Guides →Browse 64 Engineering Articles →
SYSTEMS ARCHITECTURE RESEARCH // WP-01 TO WP-08FORMAL SLA PROOFS, CONCURRENCY CONTRACTS & BENCHMARKS

01 · Websites, portals & web apps

Formal proofs and empirical benchmarks on SSR LCP poster isolation, GPU texture ring buffers, and PostgreSQL 17 multi-tenant state isolation.

02 · Search & AI answer citations

Peer-reviewed citation engineering (KDD 2024 / GEO-bench) and dual-chain FFmpeg + EBU R128 broadcast audio-visual pipeline architectures.

03 · Lead capture & 12s follow-up

Sub-12-second omnichannel AI lead qualification DAGs (HBR speed-to-lead decay curves) and constraint-validated B2B quote margin floors.

04 · Hiring co-pilots & workflows

NYC Local Law 144 / NIST AI RMF 1.0 compliant human-in-the-loop candidate scoring and idempotent BullMQ + PostgreSQL 17 transactional outbox state machines.

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What you receive · Plain-English 5-step plan
DAY 0 · INSTANT
Custom website & systems gameplanClear recommendations on speed, structure, and quick wins for your business.
DAY 2 · VISIBILITY
Google & AI search gap checkWhere customers find competitors on Google and ChatGPT—and how to win that traffic.
DAY 5 · SCOPE
Fixed 14–28 day build plan & pricingDeliverables, milestone schedule, and clear return-on-investment breakdown.
DAY 9 · EXAMPLES
Relevant architecture & workflow examplesHow similar teams automated lead follow-up, content, or internal operations.
DAY 14 · CALL
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Fixed 14–28 day engineering sprints · 100% client code & data ownership · Zero retainer lock-in