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Max_Knowledge, the Recursive Improvement Platform™

Too much work stuck in inboxes and spreadsheets. Put your company's knowledge to work with Digital Assistants.

We stand on the shoulders of the leaders who came before us.

Max_Knowledge approval queue for a demo company. Draft changes to ERP records show a before-and-after status and amount, with Approve, Reject, and Request changes for a named person. The banner reads Demo data.
Max_Knowledge · Approval queue — draft → a named person Approves. Demo data. How it works

Max_Knowledge turns your company's knowledge into Digital Assistants that help run operations, accounting, sales, digital marketing and e-commerce work, right inside the Microsoft 365 you already use.

Backed by 18 C-level operating partners with 800+ years of combined experience.

Your company knowledge, put to work alongside the systems you already run

It's kaizen that never sleeps: Digital Assistants help with the daily work, spot what could be better, and your shop's playbook gets better every day.

Max_Knowledge

C-suite view.

The same numbers for every role. The role only changes which panels lead. Demo data.

C-suite dashboard for a demo company. Shared KPI cards show booked sales this month, sales backlog, open pipeline, gross margin, inventory value, late orders, OEE and accounts receivable. A chart below compares booked sales with purchase-order spend over twelve months.
Max_Knowledge · C-suite view (demo data). Where Max_Knowledge fits

Request a discovery call

Where Max_Knowledge fits

Your team + Max_Knowledge Digital Assistants.

Your company knowledge, put to work alongside the systems you already run. Your records stay where they are; your team keeps working the way it does.

  1. Your systems

    Your records stay where they are; your team keeps working the way it does.

  2. Max_Knowledge + Digital Assistants

    Quality, maintenance, S&OP, compliance, and front-office work, inside Microsoft 365.

Where Max_Knowledge fits

How it works for you

From first call to a working assistant.

  1. Book a discovery session

    A free 30-minute call about the work you want off your team's plate.

  2. We set it up in about 10 days

    We do the setup. Your team stays on their day jobs.

  3. It goes live with your team

    Your assistant starts on real work, and a named person on your team approves what it drafts.

  4. It gets better every month

    Updated monthly with new knowledge, learnings and skills.

The Max family

Ten products in the Max family.

Each Max product ships Digital Assistants that are Recursive Agents (RA). They draft the work; a named person approves it.

  • Max_Knowledge

    Max_Knowledge, a Recursive Improvement Platform™ + Module Pack. Digital Assistants (RA) that work with the Microsoft 365 you already use.

    See Max_Knowledge
  • Max_Strategy

    Strategy as an operating system: twice-yearly onsite workshops, monthly KPI reviews, named owners, and a Faculty of management thinking. A Module Pack on Max_Knowledge.

    See Max_Strategy
  • Max_Leadership

    In development

    Faculty and thought-leader Canon for owners and plant leaders, with Digital Assistants (RA) that surface what matters.

    Preview Max_Leadership
  • Max_Intelligence

    In development

    Competitive analysis for companies and the markets they serve, with Digital Assistants (RA) that help draft the research a named person approves.

    Ask about it in a discovery session
  • Max_Product_and_CPQ

    Rules-based product configuration and bills of materials, with Digital Assistants (RA) and an unstructured knowledge base of your specs and standards.

    Ask about it in a discovery session
  • Max_Sales

    In development

    CPQ and quotes: rules-based quotes drafted from your configuration rules and knowledge base, with Digital Assistants (RA). A named person approves every quote.

    Ask about it in a discovery session
  • Max_Lean_Six_Sigma

    Lean, Six Sigma and recursive quality improvement tools for the floor, with Digital Assistants (RA) that help the daily work.

    See Max_Lean_Six_Sigma
  • Max_Learning

    Free download. Distilled wisdom from public literature, plus a Learning & Teaching Agent. A person approves.

    See Max_Learning
  • Max_Reliability_CMMS

    In development

    Reliability and CMMS for the plant: assets, work orders and downtime, with Digital Assistants (RA) that help the daily maintenance work.

    Ask about it in a discovery session
  • Max_People

    In development

    People development for the teams who do the work, with Digital Assistants (RA) that help prepare the material a named person approves.

    Ask about it in a discovery session
VA/VE study home for one demo product. It shows a bill of materials line count, a cost roll-up, ideas ranked, an approval count, a job plan from preparation through implementation, and a data-gaps list. Demo data.
Max_Lean_Six_Sigma · VA/VE study (demo data). Max_Lean_Six_Sigma and the CI Toolkit

How the platform works

Digital Assistants come with the Module Pack.

A Digital Assistant is a Recursive Agent on Max_Knowledge, the Recursive Improvement Platform™. It drafts the work. A named person approves it. These are examples of that work. They are not a menu you buy one role at a time.

  • Customer service

    Order status and a draft reply

    The assistant drafts the answer from the record. A person on your team approves it before it goes out.

  • Estimating

    A quote from the spec

    The assistant drafts the quote and the bill of materials. A person approves what it drafted.

Where Max_Knowledge fits

Why it works

Five reasons the layer holds.

  1. You stay in control

    People review the knowledge and approve the work.

  2. It keeps working, always

    Every screen, record, approval, and rule keeps working, even on a bad day.

  3. Unlimited users

    Add people and assistants without paying per head.

  4. Predictable spend

    You pay for results, not seats: routine work costs less as it scales.

  5. Your know-how, captured

    Your SOPs, specs, and rules stay in the knowledge base so Digital Assistants work the way your best people do.

Read why it works

Max_Leadership

Kaizen, and a named person Approves.

Kaizen

Kaizen is small improvement by everyone, every day, at the place where the work happens. Digital Assistants help with the daily work and spot what could be better.

A named person Approves

Digital Assistants draft the work. A named person on your team Approves it before anything goes out.

Distilled wisdom

Heritage

Built on operating experience.

Biltmore Management Advisors (BMA) is the consulting arm of Chiles & Company. Its operating partners have run plants and warehouses, and they work on the floor beside your people.

Visit Biltmore Management Advisors at biltmoremanagementadvisors.si · Our heritage

What BMA does on the floor

  • Plant optimization
  • Warehouse layouts
  • Value stream mapping (VSM)
  • VA/VE

How we start

Leaders first.

  1. Leaders first

    Your CEO and leadership team get their Digital Assistants and training first, then champion adoption with their teams.

  2. BMA operating partners

    Operating partners from Biltmore Management Advisors support implementation and Lean coaching.

How we would start

Insights

Thought Papers.

Thought Paper · October 2026

Max_Strategy: Rethinking How We Build Business Strategy — and Deploy It in the Organization

Most strategy offsites succeed in the room and then fail on the way out the door: decisions leave as slides when they should leave as commitments. Max_Strategy treats strategy as an operating system, not a deck. It runs a twice-yearly cycle of onsite workshops with monthly KPI reviews in between. Pre-work, a proven Faculty of management thinking, and a named owner and KPI for every initiative keep the strategy running, and each cycle makes it sharper. It ships as a Module Pack on Max_Knowledge, a Recursive Improvement Platform™.

Thought Paper · October 2026

Leading When Digital Workers Join the Org

Digital workers expand span of outcomes — capacity over results — when bot structure mirrors the seats humans already own, routine status lives on dashboards, and attention follows ROUTINE → PRIORITY → IMMEDIATE → FLASH. Digital Assistants draft, monitor, and coordinate beside those seats. Humans decide, coach, and own exceptions. Built around Max_Knowledge, the Recursive Improvement Platform™.

Newsletter

The Enabling Layer.

  1. The Enabling Layer · Issue 05 · Thought Paper ·

    Bots 101, or How to Feed and Care for Your Digital Teammates

    Digital teammates do well with the same care a toddler in a high chair needs: clean, current knowledge, standing rules that are enforced, frequent checkups, a named person who approves what goes out, and trust that grows only with the track record. Includes the five practices early programs usually miss and a one-page handout for the people who work beside them.

    Read the Thought Paper (PDF)

  2. The Enabling Layer · Issue 04 · Thought Paper ·

    Max_Strategy: Rethinking How We Build Business Strategy — and Deploy It in the Organization

    Most strategy offsites succeed in the room and then fail on the way out the door. Max_Strategy treats strategy as an operating system, not a deck: a twice-yearly cycle of onsite workshops with monthly KPI reviews, and a named owner and KPI for every initiative.

    Read the overviewRead the Thought Paper (PDF)Read on LinkedIn

  3. The Enabling Layer · Issue 03 · Newsletter ·

    Granddad took the know-how with him

    When the person who knew how it all worked is gone, the know-how goes too. How to get it out of heads and onto the floor before that happens.

    Read on LinkedIn

Newsletter archive

FAQ

Questions we hear first.

How long is the agreement?
Pricing and agreement terms are covered in your free 30-minute discovery session.
What does “updated monthly” mean?
Every month, each assistant gets new knowledge, learnings and skills for its function. A named person on your team Approves what it drafts.
What about our data?
Your data stays yours. Nothing changes in your live system without your sign-off, and we walk through where your data lives and who can see it in the discovery session.
Does it work with the systems we already run?
Yes. Max_Knowledge works alongside the systems you already run and inside the Microsoft 365 your team already uses. Your records stay where they are; your team keeps working the way it does.

Discovery session

Request a discovery call

Request a discovery call