Agentic Software Engineering
Adopt AI coding agents as an enterprise engineering capability.
Help engineering organizations adopt AI coding agents securely — from readiness and tool evaluation through secure pilots, enterprise rollout, MCP integration, DevSecOps transformation, and developer AI governance.
Practice Pillars
How Agentic Software Engineering is structured for enterprise teams
Assess fit, pilot with controls, scale the operating model, and govern continuously — so agentic workflows become managed capability rather than shadow IT.
Assess and select
Evaluate engineering maturity, repository risk, and tool fit across GitHub Copilot, OpenAI Codex, Claude Code, and Cursor before committing to an enterprise platform bet.
Pilot with controls
Run bounded secure pilots with approved repositories, instruction files, security gates, training, and baseline metrics that prove value without widening blast radius.
Scale the operating model
Roll out identity, policies, MCP controls, champions, analytics, and governance so agentic workflows become a managed enterprise capability — not shadow IT.
Govern and improve
Codify approved tools and models, human-review requirements, audit trails, and continuous optimization for productivity, cost, and security posture.
Consulting Packages
Engagements that move from assessment to governed scale
AI Coding Readiness Assessment
Engineering maturity, repository classification, data-handling review, security posture, use-case prioritization, tool shortlist, and an adoption roadmap with an initial value model.
Book readiness assessmentAI Coding Tool Evaluation
Structured comparison of GitHub Copilot, OpenAI Codex, Claude Code, and Cursor across codebase understanding, security, administration, integration, cost, and auditability.
Request tool evaluationSecure Engineering Pilot
One or two teams, approved repositories and workflows, repository instructions, security controls, training, baseline metrics, and a pilot report leadership can act on.
Plan a secure pilotEnterprise Rollout
Identity and access, team configuration, approved models, repository onboarding, MCP controls, security policies, champions, analytics, and a durable operating model.
Design enterprise rolloutRepository Intelligence
AGENTS.md, CLAUDE.md, Copilot instructions, Cursor rules, architecture guidance, security rules, and pull-request standards that make agents reliable on your codebases.
Improve repository intelligenceMCP Integration Factory
Use-case discovery, MCP server design, schemas, authZ, audit, approval workflows, client integration, testing, documentation, and support for production MCP tooling.
Build MCP integrationsAgentic DevSecOps
Agent-assisted issue analysis, test generation, PR creation, code and security review, dependency updates, CI failure analysis, vulnerability triage, and runbook generation.
Transform DevSecOpsDeveloper AI Governance
Approved tool and model matrices, repository classification, source-code handling, MCP and command-execution policy, human-review rules, audit requirements, and incident handling.
Establish governanceSupported Platforms
AI coding platforms we help enterprises adopt
GitHub Copilot
Enterprise Copilot adoption with governance, instructions, and measured productivity.
View platformOpenAI Codex
Codex agent workflows, repository context, automation, and secure enterprise rollout.
View platformClaude Code
Terminal agents, CLAUDE.md intelligence, MCP integration, and DevSecOps assistance.
View platformCursor
AI-native IDE rollout with rules, agents, MCP controls, and enterprise administration.
View platformRelated Solutions
Deeper solution tracks for governance and MCP
Agentic Software Engineering
Full enablement journey from readiness through governed scale.
Explore solutionDeveloper AI Governance
Tool matrices, repository tiers, MCP policy, and audit standards.
Explore solutionEnterprise MCP Integration
Secure MCP factory for production agent tooling.
Explore solutionStart Here
Ready to shape an agentic software engineering program?
Share your current coding-tool landscape, security constraints, and rollout goals. We'll help design the right assessment, pilot, or governance path.