Managed AI operations · Texas Hill Country

Your business has an intelligence layer now. Someone should manage it.

CHUMOS builds and manages private Business Agents that understand your company, work inside your rules, prepare real work, and improve over time.

  • Accounts your business owns
  • Sources you can trace
  • People control consequential action
Two systems. One deliberate handoff. Always through you.
FOLLOW THE WORK

What CHUMOS is

Not another chatbot.
An operating layer for real work.

A Business Agent is a private, managed system with a written job. It uses approved company knowledge and tools to understand work, prepare the next step, flag what does not fit, and ask a person before anything consequential happens.

Ordinary chatbotCHUMOS Business Agent
Waits for a questionWatches one defined workflow
Answers from a promptUses approved company context and sources
Returns textPrepares useful work and evidence
Forgets the businessIs managed as the business changes
Leaves judgment to chanceStops at human approval and exceptions

How it understands your company

Your business already knows what the Agent needs.

That knowledge is scattered across messages, documents, spreadsheets, systems, customers, and people. CHUMOS inventories only what the job requires, sets the access rules, and turns approved knowledge into a Company Context Pack inside a workspace your business owns.

  1. EMAILCustomer and supplier conversationsApproved threads only
  2. DOCUMENTSPolicies, price lists, proceduresNamed version and owner
  3. SPREADSHEETSJob history, estimates, schedulesDefined rows and fields
  4. SYSTEMSBusiness records and task statusLeast access needed
  5. PEOPLEJudgment, exceptions, unwritten rulesReviewed before use
COMPANY INTELLIGENCE

Company Context Pack

Useful knowledge, named sources, clear permissions, retention rules, and a person responsible for keeping it true.

Owner
Your business
Access
Written and limited
Changes
Reviewed with you

Representative workflow · not a client engagement

Knowledge alone does not do work. Here is what happens when it moves.

A customer asks for a repeat-job quote with a larger quantity and a delivery date that conflicts with the company’s current lead-time rule. Follow the Agent from source to prepared output.

AGENT RUNTIMECustomer-owned workspaceDEMONSTRATION DATA ONLY
01UNDERSTANDSources named

Read only the approved evidence.

The request is matched to the customer, job type, current price list, and written terms. Every fact carries its source forward.

  • demo-customer-emailRepeat-job request
  • demo-job-history.xlsxPrior quantity and scope
  • demo-price-list-v7.pdfCurrent volume tiers
  • demo-terms-v3.pdfLead-time rule
02REASONBasis visible

Build a decision from company context.

The Agent recognizes the same customer and job type, compares the new quantity with the earlier job, and applies the current written volume tier.

DECISION BASIS

Same job type · quantity increased · current tier applies · prior scope remains relevant

03VALIDATEChecks run

Check the work before a person sees it.

The Agent recalculates the math, confirms source versions, and tests the request against company rules.

  • PASSCurrent price list confirmed
  • PASSQuantity math recomputed
  • PASSTerms version confirmed
  • EXCEPTIONRequested date conflicts with lead time
04ESCALATENothing guessed

Stop where the rules stop.

The Agent prepares the quote but flags the date conflict. It offers two factual options: revise the delivery date, or ask the owner to approve a separately reviewed rush exception.

EXCEPTION RAISEDLead-time conflict

Prepared work remains on hold.

05HUMAN CONTROLOwner decides

The Agent reaches the boundary. A person crosses it.

The owner can approve the prepared quote with a revised date or hold the work. The Agent cannot approve its own exception.

PREPARED WORKQuote draft + revised delivery dateWaiting above the boundary

Waiting for the owner. The prepared work cannot cross the boundary.

Approve: the prepared draft may continue, carrying the owner’s decision.

Hold: nothing crosses the boundary until the exception is resolved.

06OUTPUT + TRACEUseful and explainable

Prepare the work. Preserve the reason.

The output is a draft—not an automatic send. Its trace shows which sources were used, which checks ran, what failed, and who resolved it.

QUOTE EMAIL · DRAFT

Ready for owner review

Thanks for the updated quantity. The attached quote uses the current volume rate. The earliest standard delivery date is shown in the draft; nothing has been sent.

DEMO TRACE · NOT CLIENT DATA

Why this draft exists

Sources
Email · job history · price list · terms
Checks
4 run · 3 pass · 1 exception
Exception
Lead time resolved by owner
Output
Draft only · not sent

Under your control, on the record

Control is not a setting at the end. It is the system.

CHUMOS defines ownership, access, approval, evidence, escalation, and exit before the Agent touches real work. Clear rules lower avoidable risk. They do not remove every risk.

  1. OWNERSHIP

    Your accounts. Your licenses.

    Your business owns the workspace and pays approved platform providers directly.

  2. ACCESS

    Only what the job requires.

    Named sources, limited permissions, documented duration, and no public-form credentials.

  3. APPROVAL

    A person controls consequential work.

    Customer-facing, financial, unusual, or out-of-rule action waits for the named owner.

  4. TRACE

    Claims follow available evidence.

    Activity records depend on the approved software. CHUMOS never claims a control that is not actually operating.

  5. EXIT

    Access ends in writing.

    Offboarding names who removes access, what is returned, and who takes responsibility next.

CHUMOS is not your cybersecurity company, legal counsel, or a guarantee of zero errors, zero attacks, profit, or compliance. Tyler coordinates with the IT or security provider you already trust when the work touches systems they manage.

The technical architecture

The line you have been following is the system.

Each layer has a plain job, a technical boundary, and a named owner. Sophistication comes from making those relationships explicit—not from hiding them behind jargon.

  1. L1

    EMAIL · DOCUMENTS · SPREADSHEETS · BUSINESS SYSTEMS

    Your business systems

    Yours, in your accounts. CHUMOS gets only the access the written job requires.

    Source layer
  2. L2

    CONTEXT PACK · PERMISSIONED RETRIEVAL · RETENTION RULES

    Company intelligence

    Approved knowledge is organized so the Agent can use it, with rules for what stays out and who keeps it current.

    Knowledge layer
  3. L3

    ROLE-SCOPED RUNTIME · VALIDATION · EXCEPTION ROUTING

    Private Business Agent

    One written job, limited permissions, clear success tests, and a safe stop when reality does not match the rules.

    Work layer
  4. L4

    APPROVAL GATES · ESCALATION · ACCEPTANCE · OFFBOARDING

    Human control plane

    Consequential action crosses this line only through a named person.

    Decision layer
  5. L5

    ACCESS REVIEW · CONTEXT MAINTENANCE · VENDOR REVIEW · RE-TEST

    CHUMOS stewardship

    CHUMOS reviews the managed layer as tools, rules, and the business change.

    Management layer

No borrowed credibility

Proof, not borrowed logos.

You will not find invented clients, testimonials, outcomes, statistics, or integrations here. Client case studies will appear only after a real deployment, measurement, and the client’s written permission.

01 / THIS SITE

The artifact is part of the evidence.

Essential content is static HTML. Fonts and assets are local. There are no cookies, trackers, analytics, local storage, or third-party runtime calls. Turn off JavaScript: the story, navigation, contact path, and technical evidence remain.

Read the release standard
02 / THE DEMO

Real mechanics. Honest label.

The workflow above shows the format CHUMOS designs: named sources, a decision basis, independent checks, an exception, human approval, a prepared output, and a trace. It is representative—not disguised client work.

Return to the workflow
03 / CLIENT WORK

Case studies must be earned.

The first client study will publish only after the system is live, the baseline and result can be compared honestly, and the client approves the exact wording. Until then, an empty logo wall is more truthful than a fake one.

Why managed matters

Launched is not finished.

Models change. Vendors change. Your people and business rules change. A Business Agent left alone drifts away from the truth. CHUMOS keeps the managed layer aligned with the work it is supposed to serve.

  1. 01

    Observe

    Review use, cost, access, and what is changing.

  2. 02

    Review with you

    Separate useful change from noise and new risk.

  3. 03

    Adjust inside scope

    Update approved context, coaching, and agreed settings.

  4. 04

    Re-test

    Run real examples again before a change becomes normal work.

Owner remains at the open handoff

Managed AI Stewardship is optional: $750/month, a 90-day initial commitment if selected, then month-to-month. It is not 24/7 monitoring or cybersecurity incident response.

How the work starts

Business Agents stand on a managed foundation.

CHUMOS builds managed Business Agents. We refuse to build one on an unmanaged foundation, so every engagement starts by putting your AI house in order and proving useful work on real examples.

  1. 01 / START

    Secure AI Foundation

    Customer-owned workspace, access and approval rules, Company Context Pack, two tested jobs, team training, and written acceptance.

    7–10 business-day target after readiness and kickoff · target, not guarantee · platform licenses paid directly by you

    See the complete scope
    $2,500fixed · due at signature
  2. 02 / BUILD

    Private Business Agent

    One separately written job with limited access, human approval, traceable sources where supported, exception handling, safe recovery, and acceptance tests.

    Offered after the Foundation proves the job is worthwhile and controllable · no whole-company automation promise

    See how Agents are bounded
    Quotedone job at a time
  3. 03 / MANAGE

    Managed AI Stewardship

    Monthly access, vendor, context, use, and cost review; coaching; up to two hours of focused support or agreed improvement; quarterly value review.

    Optional · 90-day initial commitment if selected · then month-to-month · not incident response

    See the monthly service
    $750per month

No promise of whole-company automation, zero error, guaranteed return, or legal compliance. Written scope. Written acceptance. Honest boundaries.

Founder-led and close enough to understand the work

Built for established businesses across the Texas Hill Country.

CHUMOS begins locally so Tyler can sit with the people doing the work, understand what is actually happening, and stay accountable after launch.

See the service area

BanderaBoerneComfortFredericksburgKerrville

The last handoff

The last handoff on this page is yours.

Start with the Secure AI Foundation. Add a Business Agent only where the evidence says it will help. Tyler leads the conversation, the build decisions, and the work CHUMOS agrees to manage.

“You do not have to become the AI expert on top of everything else. You do need a clear owner, useful evidence, and someone accountable for managing the system with you.”Tyler · Founder, CHUMOS
Talk with Tyler [email protected]

No chatbot. No fake calendar urgency. A direct founder conversation.