Research
Insights on AI workforce design, agent craft, and operational intelligence.
Featured
All Posts
AI agents in Ottawa: next up, July 23 — and August 27
Our first Ottawa AI agent builders’ dinner is done — a small table, a great conversation. Here’s where and when the next two happen.
How to Log AI Agent Emails to Salesforce, HubSpot & Zoho CRM (No Integration Required)
Every email your Karmaflow agent sends can log itself to Salesforce, HubSpot, or Zoho CRM automatically — no API, no integration build, no engineering ticket. One BCC address, set once.
AI agents in Ottawa: an invitation to dinner
Karmaflow is building the platform for people who build AI agents — and we are hosting a small dinner in Ottawa for the people already shipping them.
Three Years. One Platform. Here’s What We Built.
Three years ago we set out to build an AI workforce you could trust with real customers, real money and real brand risk. Here is what three years built — twenty capabilities, one operating layer.
What’s Keeping Your Business from Scaling — and How AI Agents Can Help
Growth adds revenue. Scaling adds revenue without adding headcount. Here’s where AI agents fit — plus a free scaling diagnostic from Carleton University.
Canada’s AI Moment Has Arrived. Now Comes the Hard Part: Adoption.
Canada’s new AI for All strategy signals a shift from AI research to AI adoption. Here’s why businesses need governed, agentic AI infrastructure to turn AI into real productive capacity.
AI Agents 2026: The AI Workforce Is Here — How Agent Orchestration Platforms Enable 10× Team Capacity
A practical 2026 field guide to AI agents: orchestration platforms, multi-agent workflows, governance, and how teams scale execution capacity 10× without adding headcount.
Structured Outputs & Function Calling: Beyond Chatbots
A practical guide to structured outputs and function calling—how to build AI agents that reliably update your CRM/CMS, with guardrails that stand up in production.
Deflection Is Dead. Resolution Is the Future of Customer Support.
AI in support isn’t about dodging tickets anymore. The next wave is resolution-first: agents that see, reason, act in your systems, and prove they solved the problem—safely and measurably.
Agent Craft: Designing Convincing Voice Agents
A practical framework and three prompt examples—simple to advanced—for crafting customer‑service voice agents on Karmaflow.ai, with narrative guidance and workflow patterns.
AI Conversation Analytics: Knowledge Graphs Beyond Dashboards
AI conversation analytics turns customer conversations into decisions. Ask qualitative questions in plain English; Karmaflow compiles them into knowledge-graph queries and returns charts plus plain-English answers — no SQL, no BI backlog.
AI Dashboards Without SQL: Build BI Models From Plain-English Prompts
Build AI dashboards without SQL. Define outcomes in plain English; Karmaflow turns your prompts into a knowledge-graph data model, KPIs, and live charts — with executive examples across marketing, operations, finance, healthcare, manufacturing, and HR.
AI Voice Agent Compliance: SSML & TTS Guardrails That Sound Human (2026 Guide)
How to build an AI voice agent that sounds human and stays TCPA, HIPAA, and FCC compliant. SSML prosody patterns, PII redaction, consent disclosures, and a ship-ready testing checklist.