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 WE CHANGED

The funding model collapsed.
The capability did not.

We did not lose the work. We lost the container.

For a time, Acute Incite was quiet. Not idle. Quiet.

The abrupt contraction of USAID and U.S. foreign assistance brought a long-understood risk to life: an industry organized around one dominant buyer could lose that buyer.

This is not a story about lack. It is about what the rupture made visible.

The work was never without value. But its operating model had been shaped by public funding and a reimbursement architecture. Negotiated indirect-cost rates, per diem, allowances and procurement requirements paid for real compliance, security and duty of care. They also made institutional complexity sustainable inside the model.

That left less pressure to answer the questions every durable enterprise eventually faces: Can the model survive without one buyer? Who owns the value? Is authority close enough to the problem?

Time outside the development bubble sharpened something our colleagues in the commercial sector, and colleagues almost everywhere outside the United States, had been telling us for years. This was not about one group having it right and another having it wrong. It was an invitation to notice which costs the system treated as standard, how it valued expertise in different places and which institutions it was built to sustain.

WHAT WE CHOSE TO BUILD NEXT

When the work changed, Acute Incite became a smaller company. That meant helping talented colleagues find their next opportunities. It also gave Krystal and Eric the space, and the responsibility, to take the reins on what came next: What is Acute Incite uniquely positioned to build now?

The answer is a more resilient model. A broader mix of problems and partners. More owned methods, tools and learning infrastructure. Engagements designed so the capability, value and relationships can keep moving even when a client, institution or funding stream changes.

The silver lining was not the disruption itself. It was the permission to question the things we had learned to work around. To ask what we could take apart, what was worth keeping and what we could rebuild to serve the work better.

Broader demandOwned methods + toolsCapability that travels
That is some (dis)assembly required: relentlessly optimistic, ruthlessly practical and willing to rebuild what has traditionally held good people back.

Where we landed is uncomfortable and abundant: the human talent is extraordinary. But we no longer believe yesterday’s institutions, credential pathways, organization charts or “move fast and break things” instincts can carry us forward unchanged. Each contains something worth keeping. None, on its own, is fit for what comes next.

So we are uncoupling what works from what does not, then rebuilding without the inherited dysfunction.

Acute Incite brings the people, knowledge, tools, capital and authority around a real problem. We build the missing architecture, put it to work and leave capability behind.

See the blueprint
THE OLD CONTAINER
ONE BUYER
PROGRAMS
INSTITUTIONS
TALENT
WHAT REMAINS
PEOPLE
KNOWLEDGE
PROBLEMS
PLACE
ABUNDANCE, REASSEMBLED

THE BRICK BY BRICK BLUEPRINT

Make the system visible. Then build what is missing.

  1. 01Name the buildDefine the real problem and the future worth building.
  2. 02Set the baseplateIdentify the institution, asset, mandate or place that can hold the work together.
  3. 03Find the bricksMap the people, knowledge, demand, capital and authority already present.
  4. 04Make them clickDesign the operating model, ownership and value flow.
  5. 05Build the roomsTurn the concept into programs, workflows and usable spaces.
  6. 06Create momentumPilot, learn, extend and transfer ownership.

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.

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
AN ACUTE INCITE METHOD

Delivered through theCommons Academy.

Got a result worth acting on?

Bring us the problem. We will help you turn the map into an operating decision.

Talk through the result

CORE CAPABILITY PARTNER

We build the system.
theCommons Academy builds the capability.

Every engagement should leave people more capable than we found them. Our partnership with theCommons Academy turns applied systems work into practical learning, tools and workforce pathways.

Visit theCommons Academy
×theCommons Academy

PROOF OF WORK

Acute Incite performance. Decades of team experience.

Our proof has two sources: engagements delivered by Acute Incite, and the experience our current core team brings from senior roles across other organizations. We distinguish them because both matter.

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
FEDERAL PROCUREMENTGSA Multiple Award ScheduleContract 47QRAA22D001NView GSA listing ↗
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

CORE TEAM

Senior expertise at the center. The right bench around it.

Our core team brings the disciplines every consequential build needs: strategy, operating systems, organizational learning, facilitation, AI adoption and workforce capability. We extend that core with trusted specialists shaped by decades in management consulting.

KF

AI transformation & operating systems

Krystal Friesth

Builder and integrator working across enterprise AI adoption, governance, organizational design and human-centered transformation. Stanford Online AI-Driven Leadership facilitator and co-founder of theCommons Academy.

EF

Strategy, facilitation & organizational learning

Eric Friesth

Management consultant and facilitator who helps leaders make sense of complexity, align stakeholders and turn strategy into ways of working that hold under pressure.

HW

Enterprise adoption, work management & change

Holly Wiggins

Enterprise Account Executive at Asana and co-founder of theCommons Academy. Holly brings a frontline view of how enterprise work actually moves—connecting executive priorities, technology adoption, cross-functional change and the human behaviors that make transformation stick.

DR

Learning systems, applied AI & workforce upskilling

Dwayne Ross

Founder of SkillVibes.net and AI Transformation Specialist. Dwayne is certified in Instructional Systems Design, active in the Theory of Constraints community, CPD-accredited and an internationally certified consultant—bringing rigorous learning design to practical AI adoption.

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.’

Archive migration underway →
FIELD NOTE

The dinosaurs weren’t the problem

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

Archive migration underway →
FIELD NOTE

The last mile is becoming the whole job

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

Archive migration underway →

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