Practical AI. Human judgment.
We find where AI saves your business time or money, then build it.
No AI expertise needed. No homework.
This week
- Pull the account historyPrepared
- Draft the renewal summaryDrafted
- Chase the missing documentsRequested
- Update the CRM notesReady
- Approve the pricing exceptionNeeds you
Four ready for your review.
One needs your judgment.
The problem
You know AI matters.
You don’t need another AI tool.
Too many options
You don’t know what’s actually worth implementing.
Your team is already busy
Nobody has time to become the internal AI expert.
Most AI experiments go nowhere
Cool demos don’t automatically create business value.
How we work
We make AI simple.
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Find the opportunity
We look at your business and identify where AI actually creates ROI.
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Build what matters
We automate, integrate, or build only what makes economic sense.
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Make it stick
We train your people and improve the systems until they’re actually being used.
Before and after
Same invoice.
Fewer hands.
23hours/week
returned to the team
Before
- Invoice arrives
- Employee opens
- Copies data
- Checks spreadsheet
- Emails manager
- Updates system
Better Intelligence
After
- Invoice arrives
- AI prepares everything
- Human approves
In practice
AI prepares.
People decide.
Six anonymized engagements. In each one, the system did the preparation and people kept the call.
01 / 06
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Commercial insurer
- Problem
- A commercial insurer was receiving claims through email, broker submissions, PDFs, scanned forms, and portal uploads.
- What AI handled
- The system handled the preparation.
- Outcome
- The adjuster kept the coverage decision.
Specific client and commercial details withheld under NDA.
Insurance in detail -
Financial services firm
- Problem
- A financial services firm was coordinating onboarding across CRM records, forms, email attachments, identity documents, internal checklists, and compliance systems.
- What AI handled
- AI handled document interpretation and preparation.
- Outcome
- Compliance approval stayed with people.
Specific institution, customer, platform, transaction, and commercial details withheld under NDA.
Financial services in detail -
Multi-location provider
- Problem
- A multi-location provider was receiving referrals through fax, secure email, electronic documents, and partner channels.
- What AI handled
- The system supported administrative preparation.
- Outcome
- Clinical interpretation and treatment decisions stayed with authorized personnel.
Specific provider, patient, clinical, integration, and commercial details withheld under NDA.
Healthcare in detail -
B2B SaaS company
- Problem
- A B2B SaaS company was handling support across its ticketing platform, internal documentation, product analytics, CRM, engineering tracker, and team messaging.
- What AI handled
- The system reduced context gathering.
- Outcome
- People stayed responsible for customer communication and high-impact actions.
Specific company, product, customer, model, integration, and commercial details withheld under NDA.
SaaS & technology in detail -
Omnichannel retailer
- Problem
- An omnichannel retailer was handling delayed shipments, split orders, inventory mismatches, pickup issues, partial fulfillment, and cancellations across multiple systems.
- What AI handled
- AI assembled the context and prepared the response.
- Outcome
- Rules controlled refunds, credits, cancellations, and other high-impact actions.
Specific retailer, customer, order, platform, volume, and commercial details withheld under NDA.
Retail & logistics in detail -
Professional services firm
- Problem
- A multi-office professional services firm had years of project knowledge spread across multiple repositories.
- What AI handled
- AI accelerated preparation.
- Outcome
- Professional judgment and final recommendations stayed with the firm’s experts.
Specific firm, client, engagement, document, and commercial details withheld under NDA.
Professional services in detail
Your next move
Not sure where AI fits your business?
That’s our job.
Tell us how your business operates. We’ll identify the first places worth looking at.
Tell us what’s slowing you down.
A few lines is enough. We’ll reply by email with what’s worth doing first.