Blog
Notes on automation, document processing and putting AI to work.
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AI for Sales in 2026: What It Does, Where It Fails
What AI for sales handles in 2026, job by job, with the survey numbers behind it, the ways it still fails, and a glossary of the terms every vendor demo throws at you.
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Invoice Automation: How It Works, Step by Step
How automated invoice processing works in 2026, from intake to payment, with a plain explanation of how LLM and vision models read invoices, where they still fail, and the numbers to track.
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AI Assistants for Work: What They Do Well in 2026
Three kinds of AI assistants now sit in the office: chat tools, assistants inside Microsoft 365 and Google Workspace, and agents that run in the background. Here’s what each does well, where it breaks, and what it costs.
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Structured vs Unstructured Data: Examples, Storage and LLMs
Rows and columns on one side, emails, PDFs and recordings on the other, JSON somewhere in the middle. How the 3 types differ, where each one lives, and why LLMs made converting between them cheap.
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Call Center Automation in 2026: IVR to AI Agents
The 5 layers of call center automation in 2026, what each one handles and where it breaks, the Klarna lesson on keeping humans in the loop, the disclosure rules, and the metrics worth tracking.
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Sales Automation in 2026: A Practical Guide
The 3 layers of sales automation, what to automate at each stage of the funnel, how to automate a whole sales process without losing the humans, and the failure modes to plan for.
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Accounts Payable Automation: The Full Flow in 2026
What accounts payable automation covers in 2026, stage by stage, which tools fit which company size, what AI changed since 2024, and the controls that keep an automated AP desk from paying a fraudster.
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AI vs Automation: What’s the Difference in 2026?
Rules-based automation, AI and AI agents get sold under the same label. Here’s how they differ, a comparison table, where each one fails, and a worked example for a store with 300 order emails a week.
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What Is Unstructured Data? Examples and How to Process It
Emails, PDFs, scans, chats and call recordings hold most of what a company knows, with no fields to query. What unstructured data is, how much of your data it probably is, and the 2026 toolkit for reading it.
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CRM Automation in 2026: What to Automate (and What Not To)
The 8 CRM jobs worth automating first, with HubSpot, Salesforce and Pipedrive examples, what the new AI actions add, and the 7 pitfalls that turn automation into a mess.
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Invoice Processing Software: A 2026 Buyer’s Guide
The 5 categories of invoice processing software, who each one fits, what to look for, which prices are public, and how to test accuracy on your own invoices before you sign.
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AI Implementation: 10 Questions to Answer First (2026)
Most AI pilots stall for boring reasons. Answer these 10 questions on data, owners, approval steps, cost per run and security before you implement anything, then follow the 30-day rollout plan.
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Handwriting OCR: How It Works, Real Accuracy, Best Tools
Multimodal models read neat modern handwriting with under 2% character errors in published tests. Messy, historical and non-English pages are another story. What the benchmarks say, which tools to shortlist, and how to set up the human check.
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BANT Sales Qualification: Dead, or Just Incomplete?
BANT still works as a checklist and fails as a conversation. Here’s what it asks, how MEDDPICC, CHAMP, SPIN and GPCTBA/C&I differ, and which fields AI can now fill from calls and emails.
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What Is Automation Software? Types and Examples (2026)
Automation software runs tasks on a trigger or a schedule without a person doing each step. Here are the 7 categories in use in 2026, with the actual tools, what each costs to start, and a short rule for picking…
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Sales AI Assistant: What It Does and How to Get Value
A sales AI assistant takes notes, updates the CRM, researches accounts and drafts emails. Here’s what the current tools do, 7 tips to get value from day one, and the limits to plan around.
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Types of Automation, From Simplest to Most Advanced
The simplest form of software automation is a rule on a trigger: an email filter, a cron job, a recorded macro. From there the types climb through workflow tools, RPA, process automation, AI steps and finally agents. Here’s each level…
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Automation Strategy for a 10-200 Person Company
An automation strategy for a small company fits on 2 pages: which jobs first, how you’ll measure each, who approves what, and how you add the next one. Here’s how to write it, with the 2025-2026 data on why most…