# Aperis Technologies Inc.

> Aperis Technologies Inc. works alongside founders, leaders, and teams to turn emerging technology and AI into practical, everyday operational workflows that deliver measurable value.

## About Aperis Technologies Inc.

- **Website**: https://aperistech.com/
- **Blog (Field Notes & Applied AI Case Studies)**: https://aperistech.com/blog/
- **Full Markdown Knowledge Base**: https://aperistech.com/llms-full.txt
- **RSS Feed**: https://aperistech.com/blog/rss.xml
- **Contact**: info@aperistech.com
- **What We Do**:
  1. **Applied AI & Workflow Design**: Getting hands-on with AI. We work with clients to test ideas, prototype workflows, and put practical AI tools to work on real operational problems.
  2. **Independent Advisory & Board Perspective**: A straightforward sounding board for founders, executives, and boards—grounded in decades of experience across both technical delivery and operations and the enterprise vendor side of technology decisions, commercial agreements, and practical AI adoption.

## Published Field Notes & Applied AI Case Studies

- [Decomposing Complex Tasks into Deterministic Workflows](https://aperistech.com/blog/posts/decomposing-complex-tasks-into-deterministic-workflows) ([Markdown](https://aperistech.com/blog/posts/decomposing-complex-tasks-into-deterministic-workflows.md)) (2026-11-09): Single, complex prompts often fail to produce consistent results for professional account work. By breaking these goals into a chain of discrete, structured tasks, organizations can scale output while maintaining quality, as seen in the significant cost and volume gains reported by Copy.ai.
- [Synthesizing Fragmented Telemetry for Operational Triage](https://aperistech.com/blog/posts/synthesizing-fragmented-telemetry-for-operational-triage) ([Markdown](https://aperistech.com/blog/posts/synthesizing-fragmented-telemetry-for-operational-triage.md)) (2026-10-27): Fragmented CRM and telemetry data often hide the root cause of operational delays. By using frontier models to extract and synthesize these disparate logs into structured recommendations, Cox Automotive more than doubled their consumer lead responses and test drive appointments.
- [Reducing Risk in Legacy System Modernization through Structured Specification Extraction](https://aperistech.com/blog/posts/reducing-risk-in-legacy-system-modernization-through-structured-spec) ([Markdown](https://aperistech.com/blog/posts/reducing-risk-in-legacy-system-modernization-through-structured-spec.md)) (2026-10-26): A well-known architectural pattern using grounded retrieval and human-in-the-loop verification allows teams to safely extract specifications from legacy code. The published results from DXC Technology illustrate how disciplined execution of this established approach can drastically reduce the time required to implement regulatory updates.
- [Balancing Automated Extraction with Human-in-the-Loop Governance](https://aperistech.com/blog/posts/balancing-automated-extraction-with-human-in-the-loop-governance) ([Markdown](https://aperistech.com/blog/posts/balancing-automated-extraction-with-human-in-the-loop-governance.md)) (2026-10-20): Combining structured data extraction with confidence-gated human approval is a well-established industry pattern for ensuring reliability in high-stakes workflows. Reviewing the published results from Qonto illustrates how disciplined execution of this architecture can significantly accelerate back-office operations without sacrificing accuracy.
- [Structured Context Synthesis for Operational Oversight](https://aperistech.com/blog/posts/structured-context-synthesis-for-operational-oversight) ([Markdown](https://aperistech.com/blog/posts/structured-context-synthesis-for-operational-oversight.md)) (2026-10-16): Grounding probabilistic LLMs in a structured data model is a well-established industry pattern for ensuring factual reliability in automated summaries. The documented case study on how Asana implemented this approach to synthesize work metadata illustrates that disciplined execution of these fundamentals leads to significant gains in operational velocity.
- [Addressing LLM Reliability Through Grounded Retrieval and Gated Escalation](https://aperistech.com/blog/posts/addressing-llm-reliability-through-grounded-retrieval-and-gated-esca) ([Markdown](https://aperistech.com/blog/posts/addressing-llm-reliability-through-grounded-retrieval-and-gated-esca.md)) (2026-10-16): Probabilistic models require grounded retrieval and confidence-gated handoffs to ensure operational reliability in production. Reading about how Intercom implemented these established industry patterns illustrates that disciplined execution of these fundamentals leads to high resolution rates and reduced response times.