Code-First Agent Delivery
Build, deploy, and integrate a production agent into Teams in a single working session. VS Code → Azure → Copilot Chat.
Scoped Multi-Source Search
Stop searching everything. Analyze the input first, then target specific sources. The fix for "Copilot found the wrong stuff."
Prompt-Chained Triage
Extract → Classify → Recommend. One prompt chain with YAML playbooks that replaces a manual triage board.
Secure In-Boundary Processing
"Our data can't leave our tenant." MCP connectors + in-memory aggregation + tenant-scoped AI for regulated industries.
Human-in-the-Loop Approval Gates
When agents need a human checkpoint before acting. Approval workflows, escalation patterns, and trust boundaries for high-stakes decisions.
Meeting-to-Knowledge Pipeline
Two agents, one pipeline — from Teams meeting transcript to searchable knowledge base. Built in 2.5 days at a customer hackathon.
Holographic Memory
Every node carries enough redundant context to reconstruct meaning — giving your agent resilient cross-domain recall even when sources go missing.
Cross-Project Knowledge Agent
The build that lands Holographic Memory in Copilot Studio — Azure AI Search index, custom enrichment skill, cross-project system prompt, and a plugin action that turns chat exports into searchable knowledge.
Adaptive Guardrails
Guardrails that learn and adapt to the conversation — not just static deny-lists. Context-aware boundaries that strengthen as risk signals emerge.
Built and validated by ABS Tech Strategy from first-encounter customer scenarios. Each issue extracts a reusable pattern so you can land it — not just learn about it.
Pattern starters and reference architectures.
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