Built to Solve
Industry Reality.
We don't build chatbots. We build autonomous nervous systems that solve the deepest, most expensive pain points in your specific industry.
Manufacturing
SMEs & Job Shops
"We're running a 30-person fab shop on Excel. Production scheduling is a nightmare. We quote by gut feel and half the time we're wrong. When a big order comes in, nobody knows if we actually have capacity."
Via r/manufacturing & r/ERP
The Real Pain
- —Manual quoting from PDFs/emails takes 45–90 mins per RFQ; shops lose work to faster competitors
- —Inventory tracked in Excel; stockouts discovered on the shop floor, not in the office
- —Production scheduling done in spreadsheets; one late delivery creates a cascading mess
- —No visibility into machine downtime; problems surface days after they start
- —ERP sticker shock — mid-market solutions cost $50k+ to implement; SMEs stuck in spreadsheet hell
What We Build
AI Quoting Agent
Reads incoming RFQ emails/PDFs, extracts specs, cross-references your material costs and labor rates, and drafts a quote in your format — in under 5 minutes.
Pain SolvedRFQ response time 45–90 min → under 10 min.
Inventory Alert Automation
Our intelligent system monitors your inventory system and fires Slack/email alerts when stock hits reorder levels — before the floor runs out.
Pain SolvedNo more "we ran out of X and nobody told me until 2pm."
Production Schedule Assistant
Natural-language interface to your job queue. "Do we have capacity for a 500-unit run next week?" Our intelligent system pulls from your schedule data and answers.
Pain SolvedCapacity decisions based on real data, not memory.
Maintenance & Downtime Logger
Operators log issues via a simple bot. Our intelligent system tags, categorizes, and builds a maintenance log automatically — surfacing patterns early.
Pain SolvedStops institutional knowledge from living only in your best tech's head.
Travel Agencies
Independent Agents & Small Agencies
"I just spent 4 hours building a custom Italy itinerary. She took it, booked it herself, and told me I 'wasn't doing enough work.' I'm now charging planning fees and I should have started years ago."
Via r/travelagents
The Real Pain
- —Hours building itineraries for clients who ghost, self-book, or use the research elsewhere ("time vampires")
- —No qualification system — agents spend time on low-intent shoppers who were never going to book
- —Commission tracking is a mess; agents regularly discover they were owed money they never collected
- —Follow-ups fall through cracks; leads from months ago go cold and forgotten
- —Marketing is neglected because all time goes to client servicing
What We Build
Client Qualification Bot
A smart intake form + AI screener deployed to your website or Instagram DMs. Scores intent and only books a consultation if the lead clears your threshold.
Pain SolvedStops time vampires before they consume your afternoon.
Itinerary Generator
You describe the trip; Our intelligent system drafts the full itinerary in your format — day-by-day, with your preferred suppliers, your tone. You review, personalize, send.
Pain SolvedSame output, 80% less time — or 5x more proposals per week.
Commission Tracker & Lead Agent
Logs every booking, tracks expected commission dates per supplier, and pings you when a payment hasn't arrived. Runs automated follow-up sequences.
Pain SolvedCommission leakage stops. Leads don't go cold.
Post-Trip Review Automation
After a trip completes, Our intelligent system sends a personalized check-in email, requests a review, and queues the client for a re-engagement sequence 6 months later.
Pain SolvedReferrals and repeat bookings happen systematically, not by accident.
Medical Practices
Private Practice & Solo GPs
"The abuse of prior authorizations has gotten ridiculous. I'm now being asked to do PAs for the cheapest standard medications. The administrative burden is going to lead to us charging patients for this."
Via r/FamilyMedicine
The Real Pain
- —Prior authorizations: physicians spending 1–2 hours/day on PA requests designed to make them give up
- —Documentation: notes take 30–45 min each after visits; EHR interfaces are terrible
- —No-show rate 15–25% in many practices; no automated reminder system
- —Billing follow-up is manual; denied claims sit in a queue until someone has time
- —Patient communication (appointment reminders, lab result follow-ups) is either manual or absent
What We Build
Prior Authorization Assistant
Monitors your inbox for PA requests, pulls the relevant patient history from your EHR, pre-fills standard fields, and drafts the appeal letter if denied.
Pain SolvedPA burden cut by ~70%. Less burnout. More time for patients.
Visit Note Drafting Agent
After dictating or uploading a voice note from your consult, Our intelligent system drafts a structured SOAP note in your EHR format. You edit, not write from scratch.
Pain SolvedDocumentation time from 40 min → 10 min per patient.
No-Show & Reminder Automation
Multi-touch reminder sequences via SMS and email: 48 hours, 24 hours, and 2 hours before. Handles confirmations, reschedules, and backfills waitlists.
Pain SolvedNo-show rate drops. Schedule fills itself.
Billing Denial Follow-Up Bot
Monitors your billing queue, flags denied claims, identifies the reason, drafts the appeal using your templates, and escalates anything needing clinical sign-off.
Pain SolvedRevenue leakage from ignored denials stops.
Law Firms
Solo Practitioners & Small Firms
"There's marketing, new client intakes, admin work, substantive legal work, accounting — it never ends. I did six figures in year one and still feel like I'm drowning."
Via r/LawFirm
The Real Pain
- —Non-billable time eating 30–50% of working hours: intake, billing, marketing, admin, follow-up
- —Time tracking is manual and imprecise; billable hours leak constantly
- —Client acquisition is the existential problem — most solos don't have a system, just hope
- —Document drafting is repetitive; 60% of contracts/letters are variations of templates
- —Intake process is a mess; no-shows on consultations, inconsistent information gathering
What We Build
AI Client Intake & Qualification
A smart intake flow on your website collects matter type, facts, and budget. Our intelligent system scores urgency and fit, drafts a case summary, and books the consult only if it clears your criteria.
Pain SolvedNo more 45-minute consults with people who can't afford you.
Document Drafting Assistant
Our intelligent system learns your standard contracts, demand letters, and motion templates. You describe the matter; it drafts the first version. You mark it up.
Pain SolvedDocument drafting time cut by 60–70%. More matters, same hours.
Automatic Time Capture
Monitors your activity across email, documents, and calendar and logs time entries automatically — tagged by client/matter using AI. You review and approve.
Pain SolvedBillable hour leakage stops. "Time just disappears" is history.
Lead Nurture & Referral Automation
Runs a follow-up sequence for non-converting consultations. Maintains a referral touchpoint sequence with your referral sources (CPAs, etc.) automatically.
Pain SolvedClient acquisition becomes a system, not a prayer.
Don't see your industry?
The fundamental problems of business — time tracking, client acquisition, complex operations, and knowledge retrieval — are universal. We can map our systems to your custom workflows.
Book a Capability Briefing