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The Top Tech Moves a Business Owner Can Make in 2026

20 moves across AI, ERP, and the systems that run your business. What smart companies are shipping this year.

95% of AI pilots pay back nothing.
This is what the other 5% did.

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Opening / The 5% problem Why this report exists No. 026

95% of enterprise AI pilots return nothing to the P&L.

The 5% that got paid fixed what was underneath first.

Sources inside: MIT Project Nanda 2025 · McKinsey 2025 · BCG 2024 · Deloitte Private 2026

Contents Every claim cited 20 moves / 3 doors
Door 1 · 09 moves

AI That Actually Pays

  1. 01 Build the company brain: one AI that has actually read every doc, ticket, and policy you own
  2. 02 Run a build sprint, not a training: ship one real internal tool and mint five AI builders doing it
  3. 03 Kill manual data entry: extraction that reads invoices, contracts, and POs straight into your systems
  4. 04 Draft-first support: AI writes the reply, a human hits send, first-response time collapses
  5. 05 Put AI on the revenue desk: research, enrichment, proposal drafts, every call logged to CRM without a rep typing
  6. 06 Ask your data a question in plain English, get the real number back
  7. 07 Redesign one core process AI-first: the move the 5% with real ROI actually made
  8. 08 Ship one agent that finishes a job end to end
  9. 09 Put coding agents in the engineering team, with review gates
Door 2 · 05 moves

The ERP Clock Is Ticking

  1. 10 Start the Dynamics GP / SAP ECC exit now: the migration queue gets longer every quarter you wait
  2. 11 Land on Odoo: an open-source ERP you can actually shape, at a fraction of tier-one cost
  3. 12 Extend, don't rip out: a custom module on the ERP you already have, for a fraction of a re-implementation
  4. 13 Close the books in days, not weeks: automate reconciliations and let the system flag what looks wrong
  5. 14 End swivel-chair operations: wire the ERP to every system that currently gets rekeyed by hand
Door 3 · 06 moves

The Unblockers

  1. 15 Put an API in front of the legacy system so it stops dictating your roadmap
  2. 16 One warehouse, one number: end the Monday fight over whose spreadsheet is right
  3. 17 Clean only the data your AI use case needs, skip the two-year data program
  4. 18 Replace the spreadsheet that secretly runs the business with a small internal app
  5. 19 Use AI to modernize the legacy code nobody dares touch
  6. 20 Move the right workloads to cloud, repatriate the wrong ones

◇ marks a move where an outside build team usually does the heavy lifting.

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