AI Integration

AI workflows your team can trust after the demo.

We turn one real Microsoft 365 workflow into reviewed automation with approvals, logging, and a support path.

No black-box chatbot bolted onto sensitive work. Start with one bottleneck: invoices, intake, follow-ups, reports, or SharePoint search.

Owner-led from DelmarMicrosoft 365Approval-firstNo black-box rollout
Working website, not AI theater.We ship one supportable workflow your team can actually own.
Starts smallOne bottleneck, real examples, clear owner.
Review gatesDraft before send, queue before record change.
Audit trailInputs, output, approval, exception history.

Use AI where the work already lives.

Practical automations for owner-led teams using Outlook, Teams, SharePoint, CRM tools, and accounting workflows.

Abstract red workflow core representing reviewed AI automation
Reviewed workflow coreOne controlled automation, not a black-box rollout.
Abstract red and black AI workflow core with no laptop or fake interface text
Workflow coreClean ComfyUI visual: no laptop, no fake interface text.
Sales follow-up

Teams calls into CRM next steps

Summaries, tasks, and follow-up drafts created from meeting notes with review before sending.

  • Action items assigned
  • Draft email prepared
  • CRM update queued
Knowledge

SharePoint files into searchable answers

Permission-aware answers from SOPs, proposals, and client folders without exposing private libraries.

  • Respects folder access
  • Cites source documents
  • Flags stale content
Operations

Intake forms into routed work

Turn form submissions into triaged tasks with priority, owner, and missing-info checks.

  • Priority suggested
  • Owner recommended
  • Missing info requested
Reporting

Weekly updates without spreadsheet assembly

Pull status from approved systems and draft a plain-English report your team can edit.

  • Status pulled safely
  • Drafted for review
  • Exceptions highlighted
CRM hygiene

Cleanup queues instead of messy bulk edits

Find duplicates, stale deals, and missing fields; queue changes for approval instead of auto-mutating records.

  • Duplicate candidates
  • Stale opportunity list
  • No surprise bulk edits
Guardrails first

AI should not get unsupervised access to sensitive work.

Every build starts with risk, permissions, audit trail, fallback, and who is allowed to approve the output.

If AI is the wrong tool for the workflow, we say so before you spend money building it.
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Least-privilege accessConnect only the mailbox, folder, list, or app the workflow truly needs.
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Human approval gatesDrafts and recommendations are reviewed before they affect customers, money, or records.
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Audit trail and rollbackInputs, outputs, approvals, and exceptions are visible after the demo is over.
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Supportable handoffYour team gets documentation, ownership, and a maintenance path.

One workflow. Four clean steps.

Small enough to ship. Serious enough to prove whether AI belongs in the process.

Pick the bottleneck

Choose a repetitive handoff with clear inputs and a visible owner.

Define the safe version

Map permissions, approval points, exception handling, and rollback.

Build and test

Run against real examples before touching production records.

Document support

Leave your team with a runbook, logs, and a clear escalation path.

Bring one workflow. We’ll tell you if it’s worth automating.

Start with the messy handoff your team repeats every week. If AI is the wrong tool, we’ll say that too.