AI that solves real problems,
not just demos well.
Every vendor is selling AI. Most of it is hype. We help you cut through the noise and identify the specific, practical applications where AI and automation will save your team hours per week and deliver measurable ROI.
Watch AI work a real workflow
This is the shape of every automation we build: AI does the repetitive middle, a human approves anything that matters, and your systems stay in sync.
P.S. — the chat assistant on this site is one of our builds. Ask it anything about AI for your business.
Now feel it work. This one's real.
The box below is not a recording — it's the same AI we deploy for clients, answering you live. Pick a job, load an example (or type your own), and press Run.
Live demo — please don't paste confidential or patient data. Inputs are processed by our AI provider to generate the response and aren't stored by this site.
Business problem first. Technology second.
We don't start with a product to sell. We start with your workflows, pain points, and goals — then identify where AI actually makes sense.
Identify Opportunities
We audit your workflows, processes, and data to find the repetitive, time-consuming tasks where AI and automation deliver the biggest returns.
Prove the Value
Before any big investment, we run a focused pilot on one high-impact use case. You see real results with real data before committing further.
Scale What Works
Once the pilot proves ROI, we help you roll it out across the organization — with training, integration, and ongoing support baked in.
What could AI hand back to your team?
Pick your world. These are the automations we'd look at first — with the hours they typically return every week.
Your staff went into healthcare to care for patients — not to re-key fax referrals. Here's where AI gives clinical and admin teams their week back:
Patient intake digitization
Forms, IDs, and insurance cards become structured chart data — no manual keying, fewer errors at the front desk.
≈ 4–8 hrs/week backRecords request automation
Incoming requests get classified, matched to records, and queued with a drafted response for staff approval.
≈ 3–6 hrs/week backReferral & fax triage
Every inbound fax is read, categorized, and routed to the right queue automatically — nothing sits unseen.
≈ 2–5 hrs/week backVisit-note draft summaries
AI drafts encounter summaries for clinician review and sign-off, cutting after-hours charting.
≈ 3–7 hrs/week backBillable hours shouldn't be spent on intake paperwork. Where AI earns its keep in a firm:
Matter intake + conflict checks
New-client details extracted, conflicts searched, engagement letter drafted — before a paralegal touches it.
≈ 3–6 hrs/week backDocument review summarization
First-pass summaries of discovery and contracts, with key terms and dates flagged for attorney review.
≈ 5–10 hrs/week backDocket & deadline extraction
Dates pulled from filings and correspondence straight into your calendar system, double-checked by staff.
≈ 2–4 hrs/week backBilling narrative cleanup
Time entries rewritten into client-ready narratives that pass billing review the first time.
≈ 2–5 hrs/week backTax season shouldn't require heroics. The automations CPA and advisory firms feel immediately:
Client document chase
Automated, polite follow-ups for missing documents — with a live checklist your staff doesn't maintain by hand.
≈ 3–6 hrs/week backTax document extraction
W-2s, 1099s, and K-1s read into your workpapers automatically, verified before anything posts.
≈ 4–9 hrs/week backLedger anomaly flags
Unusual transactions and miscodings surfaced for review before they become month-end problems.
≈ 2–4 hrs/week backMeeting notes → action items
Client calls summarized with follow-ups drafted and filed to the right engagement automatically.
≈ 2–4 hrs/week backYour floor runs lean — your back office should too. Where AI removes friction in operations:
PO ↔ invoice matching
Three-way matching done automatically; only exceptions reach a human.
≈ 3–7 hrs/week backMaintenance log analysis
Patterns in equipment logs surfaced before they become downtime.
≈ 2–5 hrs/week backReorder signal monitoring
Inventory levels and lead times watched continuously, with draft POs ready for approval.
≈ 2–4 hrs/week backQuality report summaries
Inspection data rolled into readable summaries with trends flagged for the ops meeting.
≈ 2–4 hrs/week backEvery admin hour saved goes back to the mission. High-impact automations on a nonprofit budget:
Donor acknowledgment letters
Personalized thank-yous drafted the moment a gift lands, ready for a signature.
≈ 2–5 hrs/week backGrant application assists
First drafts assembled from your past applications and program data — humans make them sing.
≈ 3–8 hrs/week backDonor data hygiene
Duplicates merged, addresses standardized, lapsed donors flagged — your CRM stays trustworthy.
≈ 2–4 hrs/week backVolunteer communications
Scheduling, reminders, and confirmations handled automatically across your volunteer base.
≈ 2–4 hrs/week backWhatever you sell, the admin tax is real. The universal wins for service businesses:
Email triage & drafting
Inbound mail sorted by intent with responses drafted for one-click review and send.
≈ 4–8 hrs/week backProposal first drafts
Past proposals + new requirements become a credible draft in minutes, not afternoons.
≈ 3–6 hrs/week backCRM hygiene autopilot
Contacts, notes, and next steps logged automatically after every call and email thread.
≈ 2–4 hrs/week backMeeting summaries & follow-ups
Every meeting ends with notes, action items, and a recap email already drafted.
≈ 2–5 hrs/week backRanges reflect typical results on repetitive workflows — your real numbers come from a free audit of your processes.
What's the repetitive work costing you?
Drag the slider to the hours your team spends each week on repetitive, rules-based work — data entry, document shuffling, status chasing, re-keying between systems.
Estimate assumes the 40–70% automation rate we typically achieve on repetitive workflows, over 48 working weeks. Your audit replaces estimates with real numbers.
What we won't do
AI consulting has a credibility problem. Here's how we're different.
AI is one of four ways we put your data to work
Automation, recovery, live insight, and secure deployment — the same data fluency, four outcomes. Most clients start with one and grow into the others.
Sitting on data trapped in old systems?
Turn retired, scattered systems into one secure, searchable portal — nothing moved, nothing lost. The decommission-without-losing-the-data play.
Explore Revive →Your data scattered across live systems?
Clarity unifies it into custom, real-time dashboards — on your desk, in the ops room, and on screens across your organization. One source of truth, always current.
Explore Clarity →Built an app with AI yourself?
Hand us the files. We review it for security, fix the bugs, harden it to production standards, and deploy it on the secure cloud you already own.
Explore Forge →The questions everyone asks about AI
Is it safe to use AI with our sensitive data?
Will AI replace our staff?
How do we even get started?
Let's find your highest-ROI opportunities
A 30-minute conversation about your workflows and we'll identify 2-3 specific places where AI could save your team real time and money.