Accelerate output by 800% to 3000% using Spec-Driven Development, Subagent-Driven Development, and compliance-first agentic architectures under the direction of Idris Tavassoli.
De-risk agentic tools and optimize developer environment context.
Establish secure, deterministic, and highly responsive local and cloud environments tailored for advanced coding agents (Claude Code, Cursor, Gemini, Custom MCPs).
Audited legacy repository structures and DevOps environments, establishing a deterministic, context-aware engineering strategy. Rolled out advanced AI coding tools (Claude Code) and upskilled developers into high-leverage "Product Engineers" supervising machine-generated outputs.
Managed a 50+ person multi-disciplinary engineering organization across digital innovation portfolios. Spearheaded Symcor's first production machine learning fraud engine, and redesigned Azure cloud architecture patterns, cutting annual infrastructure costs by $1.5M.
Designed and executed an AI-native operational model from day one. Transitioned workflow to Spec-Driven Development using Claude Code and Cursor to accelerate product delivery while maintaining secure, compliance-bound healthcare data structures and SOC 2 constraints.
Leading-edge strategic analysis on engineering operating models and Spec-Driven SDLC transformation.
Multi-file changes and repository-wide audits cannot be solved through a chat window. Subagent-Driven Development utilizes coordinated, specialized parallel agents to tackle distinct parts of an implementation plan concurrently, drastically scaling auditing and refactoring throughput.
When syntax generation becomes free, the bottleneck shifts to system design, requirements clarity, and validation. Learn how to retrain and upskill your engineering organization to manage and review AI outputs effectively.
Iterative debugging and unstructured prompts create silent, compounding technical debt. Spec-Driven Development shifts engineering focus entirely left, treating machine-readable specifications as the ultimate source of truth to guarantee deterministic, scalable AI generation.
We conduct deep technical discovery across your repositories, CI/CD pipelines, and local developer setups to isolate integration bottlenecks. We design bespoke operating playbooks that transition traditional software engineers into high-leverage "Product Engineers."
Introduce absolute mathematical rigor to your code creation cycle. We deploy the OpenSpec framework to write rigid specifications (capabilities, requirements, scenarios) and choreograph concurrent subagent clusters to execute large-scale, automated repository refactorings.
Architect custom Model Context Protocol (MCP) servers to securely bridge database and system contexts to LLM agents. Integrate conversational Voice AI workflows (VAPI, SynthFlow) and design strict, deterministic evaluation grids to safely secure multi-agent pipelines.
Acquire long-term, enterprise-grade fractional technical leadership to guide your fast-scaling venture. We align technology modernizations with business targets, secure non-dilutive grant capital, formulate SOC 2 compliance paths, and supervise AI architectural execution.
Principal AI Architect & AI Engineering Transformation Lead
Entrepreneurial technology executive with over 18+ years of experience leading complex software architecture, enterprise cloud engineering, and multi-disciplinary teams. Idris specializes in modernizing SDLC workflows—transforming traditional software engineering groups into hyper-leverage, AI-native operating environments.
A unique blend of enterprise-grade rigor (directing 50+ engineer orgs, preventing $30M+ in fraud, securing $1M+ in SR&ED grants) and high-velocity venture speed (co-founder of Upliv, lead architect at REalchemy). Idris holds a Master of Philosophy in Computer Science specializing in AI & IoT architectures.