hub AutoNateAI Consulting

We build the internal AI tools your business wishes existed.

Your team knows the business. AutoNateAI knows intelligent systems. Together, we turn a real daily workflow — in agriculture, automotive, construction, finance, government, graphic arts, healthcare, manufacturing, or tourism — into an internal tool your own people can run and maintain. See it happen for free every week at the Industry Build Labs, or bring us your workflow directly.

map Nine Regional Industries

The industries carrying Southeast Missouri's economy — and where internal AI tooling pays off inside each one.

These are the same nine industries behind the weekly Industry Build Labs: real workflows, reverse-engineered or reimagined into working internal tools, live.

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Government & Economic Development

Grants, RFPs, and constituent research that used to take a week.

  • boltGrant opportunity intelligence: match funding sources to strategic goals automatically
  • boltRFP-to-project-plan agents that turn a scope of work into requirements and a build plan
  • boltEconomic-development research briefs assembled from public data in minutes, not days
agriculture

Agriculture

Equipment data and field records, turned into decisions.

  • boltSensor and equipment anomaly detection with plain-language recommendations
  • boltAgronomic knowledge agents that answer questions against your own field history
  • boltService and maintenance record intelligence for machinery and inventory
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Automotive

From intake to estimate, without the manual lookup.

  • boltAI service advisor: symptoms in, structured repair-order draft out
  • boltDiagnostic and service-manual research agents technicians actually trust
  • boltShop operations dashboards pulling scheduling, parts, and status into one view
construction

Construction

Estimating and bid intelligence, built on your own historical data.

  • boltRFP and bid-package analysis: requirements, risks, and deadlines extracted automatically
  • boltEstimate copilots that reference past jobs, change orders, and actual costs
  • boltProject document agents that keep specs, drawings, and submittals searchable
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Finance & Banking

AutoNateAI's most fully scoped vertical — see the full offer lineup below.

  • boltCommercial loan intake copilots that extract, flag, and draft the analyst memo
  • boltDocument and call intelligence for compliance, underwriting, and servicing
  • boltFraud and risk scenario simulation before a workflow change ever touches production
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Graphic Arts & Printing

Quoting, intake, and production scheduling that used to eat a whole afternoon.

  • boltPrint quote and job-intake agents: artwork in, structured job and estimate out
  • boltFile preflight and production-scheduling assistants
  • boltCustomer communication and proof-approval workflow automation
local_hospital

Healthcare

Administrative workflows, not clinical decisions.

  • boltAdministrative intake agents: referrals and paperwork routed to the right department
  • boltPolicy and scheduling knowledge systems staff can actually query
  • boltReporting automation that turns fragmented data into a real-time view
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Manufacturing

Maintenance, SOPs, and production data, connected instead of siloed.

  • boltMaintenance intelligence agents: symptom in, relevant SOP and history out
  • boltSOP troubleshooting assistants built from your own manuals and tickets
  • boltProduction/operations dashboards spanning otherwise-disconnected systems
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Tourism & Hospitality

Visitor experience and event intelligence for a growing tourism economy.

  • boltVisitor concierge agents: itineraries built from real local events and hours
  • boltGuest messaging and reservation-support automation
  • boltEvent and attraction intelligence dashboards for planning and staffing
route How Engagements Grow

Most AI vendors sell you a platform first. We start by studying how your organization actually works.

Every relationship starts small and earns its way up: research your real workflow, run a scoped pilot, build the production system, then stay on as a standing AI and data partner if it's a fit.

Step 1Assessment
Step 2Pilot Engagement
Step 3Production Build
Step 4Ongoing Partner
apartment Finance & Banking — Our Flagship Vertical

The most fully scoped of the nine: nine fixed-price offerings for community and regional banks.

Community and regional banks have real operational complexity but no 125-person AI R&D team like the national banks. Nathan built AI research and document/call-processing systems inside Veterans United Home Loans' AI R&D team — same caliber of engineering, scoped and priced for a bank your size. The other eight industries follow this same fixed-scope model once we've mapped your workflow.

Our Nine Banking Service Offerings

Each one maps to a specific daily stress inside a bank, what we'd do about it, and a fixed price range for that scope.

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Bank AI & Workflow Assessment

Leadership knows AI probably matters. Nobody can point to where it actually pays off inside this bank.

  • checkInterview lending, deposit, compliance, and ops teams
  • checkMap the real systems, data, and manual handoffs in use today
  • checkModel where AI and simulation create measurable ROI
  • checkDeliver a ranked, priced roadmap — not a slide deck of buzzwords

“We should probably use AI” becomes a ranked list of specific, priced opportunities.

$7,500–$15,000Fixed scope
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Commercial Lending Intelligence

Loan officers dig through financials, collateral files, and relationship notes by hand on every deal and every renewal.

  • checkSimulate the lending workflow end to end before touching production
  • checkBuild document extraction and portfolio-concentration dashboards
  • checkFlag renewal and concentration risk before it's a surprise
  • checkDecision-support tooling — the human still signs off

Fragmented loan files become structured, searchable lending intelligence.

$15,000–$40,000Fixed scope
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Document & Call Intelligence

Employees read long loan packages, policy binders, and call notes that a machine could process in seconds.

  • checkClassification and structured-extraction pipelines
  • checkPII-aware redaction and controlled data handling by design
  • checkBuilt on document/call-processing R&D from Veterans United's AI team
  • checkHuman review built into every workflow, never bypassed

Hours of manual document handling become minutes of reviewed, machine-assisted processing.

$12,500–$35,000Fixed scope
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Deposit & Customer Ops Intelligence

Front-line staff bounce between three systems to answer one customer question.

  • checkAnalyze service and account workflows
  • checkSimulate customer journeys before you change anything live
  • checkBuild internal assistants that surface the right context fast
  • checkSegment the accounts worth proactive outreach

Reactive service becomes information-rich, faster service.

$12,500–$30,000Fixed scope
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Fraud & Risk Simulation Lab

Your team finds out a workflow has a hole in it only after something has already slipped through.

  • checkBuild synthetic customer/employee scenarios and run them against real workflows
  • checkSurface failure points before they hit production
  • checkAnomaly and risk dashboards your team actually checks
  • checkTest process changes safely, without touching live customers

Reactive risk management becomes controlled, repeatable scenario testing.

$15,000–$40,000Fixed scope
policy

Compliance & Policy Intelligence

Someone always has to go find where a rule lives, then prove why a decision followed it.

  • checkEvidence-linked policy search employees can actually trust
  • checkControlled AI extraction that cites its source and abstains when unsure
  • checkAudit trails built in, not bolted on after the fact
  • checkHuman approval stays in the loop on anything that matters

“Where's that rule?” becomes traceable, defensible policy intelligence.

$15,000–$35,000Fixed scope
insights

Executive & Market Intelligence

Leadership is reading a static quarterly report about a market that changes every week.

  • checkCombine Census, economic, and local-industry data with your branch footprint
  • checkModel which local industries and employers are actually expanding
  • checkSimulate how a market or lending shift plays out before it happens
  • checkLiving dashboards instead of a report that's stale by the time it's printed

Scattered external data becomes a continuously updated model of the markets you serve.

$10,000–$25,000Fixed scope
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Custom Banking Software

Your core system doesn't do the one thing your bank actually needs, and no vendor sells that module.

  • checkFull-stack build: data model, API, front end, integrations
  • checkAI woven in where it earns its place, not everywhere
  • checkBuilt and tested against your actual workflow, not a generic template
  • checkDeployed, documented, and handed off cleanly

A manual spreadsheet workaround becomes a purpose-built system your team actually trusts.

$25,000–$100,000Fixed scope, scaled to build
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Ongoing AI & Data Partner

You don't need a full AI team on payroll. You do need someone who keeps finding what's next.

  • checkMonthly research, simulation, and prototyping cycle
  • checkEngineering and analytics on retainer, not per-ticket
  • checkFirst look at everything AutoNateAI builds for other banks
  • checkAdvisory access for leadership, not just a support inbox

Occasional one-off projects become an outsourced AI and data capability.

$7,500–$20,000Per Month

Don't see your workflow listed? If it runs on data, documents, or decisions, we can probably help — let's talk.

eco Founding Bank Pilot — Southeast Missouri

$12,500 $6,500 for the Bank AI & Workflow Assessment

Open to the first 3 community or regional banks in Southeast Missouri — 0 of 3 slots claimed. In exchange for founding pricing, partners get first access to every simulation we build and permission to use approved, anonymized results as a case study. Once all 3 slots are claimed, standard pricing takes over for everyone after.

Claim a Founding Slot arrow_forward
event Book a Call

Tell us what you're building.

Discovery calls are 15 or 30 minutes and are for organizations exploring whether AutoNateAI Consulting is a fit. Follow-ups run 30, 45, 60, 90, or 120 minutes for engagements already underway. Calls run 8:00 AM-6:00 PM Central, Monday-Friday.

Prefer email? Write to autonate.ai@gmail.com.

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Watch a real internal tool get built live, free, every week.

The Industry Build Labs are the same methodology in public: a real workflow, researched and architected on the spot, built live, with an open floor for Q&A. Or start with the four free digital courses to see the fundamentals first.