We stop the "Feature Factory" churn. We diagnose the root causes of technical debt, fragility, and slow velocity, and surgically implement the architectural patterns that cure them.
Diagnose Your ArchitectureIdentify your operational symptoms to reveal the architectural cure.
The system works fine with 5 users but grinds to a halt during Month-End Close. Timeouts, deadlocks, and spinning cursors frustrate the finance team when they need speed the most.
We solve this by implementing Server-Side Projections with AsSplitQuery.
Instead of loading massive entity graphs, we calculate metrics inside the SQL engine.
The app works in dev with 10 records but crashes in production with 10,000. Developers unintentionally trigger loop-based queries, killing the database with thousands of small requests.
We strictly enforce data access via EF Core Specifications. Our generator creates optimized 'Includes' and 'Projections' automatically, making N+1 queries architecturally impossible.
You terminate an employee, but they remain logged in on their phone for days because the API only checks the JWT signature, not the user status.
We utilize the Security Stamp Validator pipeline. "Lock Account" actions instantly rotate the stamp in the DB, invalidating all active JWTs and cookies immediately across all devices.
"Who can approve transfers over $10k?" You don't know. Security rules are hardcoded in C# attributes. Auditing user access requires reading code, not looking at a dashboard.
We deploy a Database-Driven Permission Matrix UI. Admins can visualize and toggle specific claims (e.g., `Invoices.Approve`) for Roles or Users at runtime without deploying code.
Your dashboard only shows what happened *last month*. Management is constantly surprised by compliance failures or churn because the system offers zero predictive capability.
We embed Linear Regression & Forecasting directly into the dashboard. Using historical vectors, we project future compliance scores and stock needs, turning the dashboard into a crystal ball.
Important requests fall through the cracks. You are violating SLAs constantly, but management only finds out when the client calls the CEO to complain.
We integrate SLA Tracking & Escalation into the workflow. The system measures 'Time-to-Response' in real-time and auto-escalates to VIP queues *before* the breach occurs.
Developers paste 5,000 lines of code into ChatGPT. The AI "hallucinates" APIs that don't exist because it lacks the full architectural context of your monolith.
We implement a Model Context Protocol (MCP) Server. Instead of raw text, we feed the AI a pre-computed Semantic Graph of your codebase, eliminating hallucinations.
Legal blocks AI adoption because they refuse to send source code to the cloud. You are stuck in the stone age because you cannot index your codebase safely.
We run Local ONNX Embedding Models directly on your metal. Your code is vectorized, indexed, and searched entirely within your firewall. Zero exfiltration.
In a distributed system, if Step 4 fails, who undoes Step 1? Developers write ad-hoc try/catch blocks that miss edge cases, leaving data permanently out of sync.
We utilize a Durable Saga Engine with an automatic Compensation Stack. If a workflow fails, the system executes specific 'Anti-Actions' in reverse order to guarantee eventual consistency.
We don't just write code. We deploy a proven architectural ecosystem that guarantees scalability, security, and velocity.
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