APPLIED SYSTEMS DESIGN

aka making the mess actually work

See the whole system.
Reimagine how it works.

When you have been inside a system for a while, it can be hard to see what is shaping it. We widen the aperture, make the system visible and work alongside you to reimagine what comes next.

PEOPLE
AUTHORITY
KNOWLEDGE
RESOURCES
$1B+portfolio experience across the team
5,000+people supported by our team
80+countries across the team’s work
120+interventions led or delivered

WHAT WE BUILD

When the pieces exist but the system doesn’t.

We work upstream of implementation, where the problem is still messy, the stakeholders are scattered and the obvious answer is not necessarily the right one.

01

Community innovation systems

Connect talent, local demand, capital and place so promising ideas can become durable economic infrastructure.

02

AI-enabled ways of working

Redesign the work before automating it, with clear decision rights and Human-Owned Zones.

03

Workforce and learning ecosystems

Build practical pathways from learning to contribution, apprenticeship and local opportunity.

FROM LOOSE PIECES TO A WORKING SYSTEM

The answer is rarely one more idea.

Most complex problems already have committed people, hard-won knowledge, useful technology and resources in motion. What is missing is the architecture that lets those pieces create value together.

Explore the blueprint →
PEOPLEexperience
KNOWLEDGEmade usable
THE BUILDA working
system
RESOURCESput to work
AUTHORITYclear decisions

WHY THIS WORK

Good work is everywhere.
Working systems are not.

The missing piece is rarely talent, effort or one more idea. It is the architecture that lets those things create value together.

Most consequential problems do not begin from zero.

They already have committed people, useful knowledge, resources in motion and a reason to act. What they lack is a shared picture of the problem, clear authority to make decisions and an operating model that can hold the work together.

That is why capable organizations can still get trapped in rework, stalled initiatives and technology that moves faster than the decisions around it.

We help make the system visible, identify what must hold and build the missing connections so the work can keep moving after the engagement ends.

WHAT WE BUILD

Acute Incite brings the right people, knowledge, tools, capital and authority around a real problem. We design the system that lets those pieces do their best work together.

That can mean a clearer operating model, a practical AI-enabled workflow, a new pathway from learning to contribution or the shared infrastructure that turns a promising idea into durable local value.

Clear decisionsConnected valueCapability that stays
This is some (dis)assembly required: practical work that makes the whole system more capable than the sum of its parts.

Strong systems do not depend on a hero, a workaround or a single tool. They make the problem visible, put decision rights close enough to the work and create a value flow people can actually own.

We do not add complexity to look sophisticated. We remove the friction keeping good work from becoming useful.

See the method →
WHAT IS ALREADY HERE

Capable pieces

Enough to begin. Not yet enough to move together.

  • People
  • Knowledge
  • Resources
  • Purpose
THE MISSING ARCHITECTURE

Make the work legible.

  1. 01SeeOne clear problem
  2. 02DecideAuthority close to the work
  3. 03BuildA simple model people can run
WHAT CHANGES

A system people can own.

Clear problemUseful decisionsLess reworkShared ownership

Capability, put to work.

Not a hero. Not a workaround. Not another tool.

THE ACUTE INCITE METHOD

Your team does not need more AI noise.

It needs a better way to work.

Find what is true. Fence what must hold. Forge what comes next.

Find–Fence–Forge™ is Acute Incite intellectual property: a practical method developed by Acute Incite to reveal the real system, protect what must hold and build what people can own.

Find, Fence, ForgeLoose pieces of work are identified, protected by Human-Owned Zones and decision rights, and assembled into a practical operating model.01 FIND02 FENCE03 FORGEPEOPLEFRICTIONKNOWLEDGEWORKHUMAN-OWNED ZONEDECISION RIGHTSPEOPLEAUTHORITYKNOWLEDGERESOURCESFind what is true. Fence what must hold. Forge what comes next.
Narrated Find–Fence–Forge method
Crisp vector animation · Sal narration · captions
Find the real work and friction. Fence the decisions and non-negotiables. Forge a system the team can use and own.
  1. 01FindReveal the real system: friction, assets, incentives and unmet need.
  2. 02FenceEstablish the constraints, decision rights, Human-Owned Zones and non-negotiables.
  3. 03ForgeAssemble the operating model, prototype it, and leave ownership and capability behind.

BLUEPRINT IN PRACTICE

Move from programs to problems.

The Problem-First operating model begins with something a community actually needs solved. Learning, evidence, apprenticeship and implementation become one connected value cycle—not separate programs that end at the edge of an institution.

The full accessible field guide is in development.

  1. 01SourceBring in a real problem with enough consequence, access and learning value.
  2. 02FrameTurn the right question into work that can reveal what is true.
  3. 03ProvePrototype, test with customers and pressure-test the economics.
  4. 04ApprenticeKeep learners close to the problem with real responsibility and experienced judgment nearby.
  5. 05BuildImplement through an existing organization, a new venture or shared infrastructure.
  6. 06Return the valueTrack what changed, what kept going and what capability now exists.

PRACTICAL TOOLS

Start with the problem in front of you.

You do not need a transformation program to find the first useful move. These tools make the work visible, protect the decisions that should remain human and test whether the change is worth making.

ONE WORKING SEQUENCE
  1. 01See the friction

    Find the work quietly eating the week.

  2. 02Name what stays human

    Protect the judgment and accountability that cannot be handed off.

  3. 03Test the real return

    Decide whether the proposed change is worth making.

01FREE · NO ACCOUNT

FrictionIndex™

Find what is quietly eating the week.

Surface the rework, waiting and workaround time hiding inside ordinary work—then identify the problems actually worth solving.

Find the friction — free ↗
02FREE · NO ACCOUNT

HOZ™ Mapper

Decide what a person keeps.

Map the Human-Owned Zones in a workflow: the judgment, accountability and consequential calls that should remain human.

Map the human-owned zones — free ↗
03LIBRARY TOOL

True-Net ROI Canvas™

Find out if the change is actually worth it.

Price an AI-enabled change honestly: time saved minus maintenance, re-prompting, learning curve and the cost of getting it wrong.

Model the real return ↗
WHEN THE RESULTS POINT TO A DECISION

Bring the completed work into the room.

Turn the map into an operating decision.

A paid working session helps you decide what to keep, change or build next.

Bring your results to a session

THECOMMONS ACADEMY

Where professionals learn, test and build new ways of working with AI.

Acute Incite leads organizational consulting, transformation and implementation. theCommons Academy provides practical tools, live learning experiences and accessible environments where people can build capability through use.

Learn and test at theCommons Academy. Reimagine and implement with Acute Incite.

Explore theCommons Academy ↗
×theCommons Academy

PROOF OF WORK

Acute Incite delivery. Relevant team experience.

We distinguish work contracted and delivered directly by Acute Incite from the relevant experience current team members bring from prior roles and engagements. Both matter. They are not the same claim.

SELECTED ACUTE INCITE ENGAGEMENTS & CONTRACTING

GSA Schedule information applies to Acute Incite, LLC. Team-experience figures below do not represent work contracted through Acute Incite unless explicitly stated.

EXPERIENCE REPRESENTED ACROSS OUR CURRENT CORE TEAM

$1B+portfolios optimized and transformed
5,000+employees supported
80+countries represented in the work
120+complex system interventions
65+large-scale facilitated events

These figures represent experience current team members have earned across prior roles and engagements. They are not presented as Acute Incite contract performance.

EVIDENCE IN PRACTICE

These examples represent Acute Incite engagements and the prior work of current team principals. They show the kind of practical result the work is designed to create; not every example was contracted through Acute Incite.

01 · MULTI-STAKEHOLDER DELIVERY

When a consequential effort has shifting stakeholders, the work can stall before anyone makes a wrong decision.

What we change: We make expectations, ownership and the decision path visible enough for people to move together.

“They managed shifting stakeholders with calm, clear direction and consistent expectations.”
02 · STRATEGY INTO ACTION

When a plan sounds right but has not changed the work, it is still only an idea.

What we change: We turn the question into a practical working session with choices people can carry forward.

“The day moved my thinking around how we need to shape future efforts.”
03 · FACILITATION UNDER PRESSURE

When the room is complex, the process has to create momentum without flattening the real disagreement.

What we change: We design the work so people can surface the hard parts, make useful calls and leave with a next move.

“There was never a moment that felt ineffective when they were leading.”
01

“They managed shifting stakeholders with calm, clear direction and consistent expectations.”

Client partner
02

“The day moved my thinking around how we need to shape future efforts.”

Client partner
03

“There was never a moment that felt ineffective when they were leading.”

Client partner

BUILT TO ADAPT

The original capability outlived its original container.

Acute Incite began in 2018 with a practical belief: organizations produce better, more sustainable results when people can collaborate intentionally, learn from what is happening and adapt before the world has already moved on.

That work began in complex federal and international-development systems. Our teams helped institutions make knowledge usable, bring different perspectives into the same room and turn learning into a different next move. Not another report. A stronger capacity to respond.

Then the system that had shaped much of Acute Incite’s market changed with extraordinary speed. We had to practice what the firm had spent years helping others do.

We went back to first principles. We examined what remained valuable without the familiar funding structure, what had become unfit for purpose and what organizations everywhere were now being asked to navigate.

What remained was the core capability: helping people see the real system, learn together and build a practical response that can survive contact with reality.

Today, Eric and Krystal Friesth steward that next chapter. Acute Incite applies its foundation in collaboration, organizational learning and adaptive management to the systems organizations are trying to reimagine now: operating models, decision rights, institutional knowledge, workforce capability and responsible AI adoption.

It is some (dis)assembly required: relentlessly optimistic, ruthlessly practical and willing to rebuild what has traditionally held good people back.

ACUTE INCITE LEADERSHIP

Two partners at the center.

Krystal and Eric lead Acute Incite’s transformation, client delivery and operating strategy. They assemble specialist expertise around the problem when the work calls for it.

EF

CEO & Partner

Eric Friesth

Eric leads Acute Incite’s client delivery and operating strategy. A management consultant and facilitator, he helps leaders make sense of complexity, align stakeholders and turn strategy into practical systems that hold under real-world pressure. His work connects institutional knowledge, human capability and disciplined execution so organizations can move from ideas to durable results.

KF

Chief Transformation Officer & Partner

Krystal Friesth

Krystal leads Acute Incite’s transformation practice, working across enterprise AI adoption, governance, organizational design and human-centered change. She helps leaders widen the aperture, make complex systems visible and translate emerging possibilities into practical ways of working. Krystal is also a Stanford Online AI-Driven Leadership facilitator and co-founder of theCommons Academy.

CORE ADVISOR BENCH

Acute Incite draws on a trusted bench of senior practitioners whose expertise can be brought into engagements when the problem calls for it. They extend our capacity across systems execution, enterprise adoption, talent and relationship strategy, and responsible data and AI innovation.

DR

Systems, Execution & Coaching Advisor

Dwayne Ross

Dwayne brings deep expertise in systems thinking, operational improvement, coaching and execution. His work is informed by the Theory of Constraints, ISD certification and his credential as a Certified GROW Coach, helping leaders and teams identify constraints, improve flow and turn complex ideas into practical action.

HW

Enterprise Adoption Advisor

Holly Wiggins

Holly brings the perspective of someone working where enterprise technology, customer needs and organizational adoption meet. Through her work in enterprise accounts at Asana, as founder of Ladies Level Up and as a co-founder of theCommons Academy, she understands what it takes to move a new way of working from an appealing idea into everyday practice. She advises Acute Incite on enterprise adoption, stakeholder alignment and the human conditions that help transformation take hold.

LC

Talent & Network Strategy Advisor

Liz Capants

Liz brings decades of experience connecting organizations with the people, relationships and opportunities that move work forward. As founder and CEO of EBC Associates and Erudites Networking Group, she works across executive search, talent strategy, business development and trusted network-building. She advises Acute Incite on talent ecosystems, strategic relationships and ensuring that transformation is supported by the right capability, not simply the right plan.

TK

Data, AI & Public-Sector Innovation Advisor

Dr. Ted Kaouk

Ted brings experience leading data and AI transformation inside some of the federal government’s most complex institutions. A former Chief Data and AI Officer across USDA, OPM and CFTC, and founding chair of the Federal Chief Data Officers Council, he understands what responsible innovation requires when governance, public accountability and real-world implementation all matter. As founder of Generative Work, Ted advises Acute Incite on AI strategy, data governance, institutional adoption and turning ambitious ideas into practical, testable ways of working.

THE BENCH

Researchers. Designers. Technologists. Facilitators. Subject-matter experts. Assembled around the problem, not kept busy around the edges.

FIELD NOTES

Thinking from inside the build.

Observations on work, authority, AI and the systems we keep trying to fix without taking apart.

SOME (DIS)ASSEMBLY REQUIRED

AI doesn’t need to hallucinate to get you in trouble

Sometimes it just turns ‘nobody said’ into ‘everything’s fine.’

Read on LinkedIn ↗
FIELD NOTE

The dinosaurs weren’t the problem

Most organizations do not have a Skynet problem. They have a Nedry problem.

Read on LinkedIn ↗
FIELD NOTE

The last mile is becoming the whole job

When AI handles the first pass, judgment, accountability and consequence are what remain.

Read on LinkedIn ↗

BRING US THE MESSY VERSION

Where does the work currently stop?

You do not need a polished brief. Tell us what you are trying to build, what already exists and where the pieces refuse to click.

Bring us a problem