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Human Integration Lab · Boston

Hire the firm that turns 50–200 employee companies into AI-Super Companies.

We’re Human Integration Lab — the vendor-agnostic AI, automation, and robotics integration firm built specifically for mid-market companies. We don’t hand you slide decks. We deploy ARIA on top of your existing business — reading, learning, and only automating the work your people explicitly teach it to handle. Your data is never touched until a human says it should be.

Full deployment runs 2 to 3 quarters. At the end of the engagement, you own the system. Founded by Micah Viana after 25 years running operations and managing hundreds of people at one of the world’s largest pharma companies.

Our capacity is intentionally finite. 2026 is closing fast. 2027 is filling. The companies that reach out today are the ones who run the next decade.

Book a no-obligation call · free Or run the standalone assessment · $497
The problem

AI is coming for your workforce. Most companies will fail the transition.

Three years into the enterprise AI experiment, the numbers are blunt: 97% of executives say AI helps. Only 29% can show measurable ROI. Big-4 firms ship slide decks. Platform vendors push tools your team can’t adopt. Companies of 50 to 200 employees fall through the gap — too big to ignore AI, too small to hire a dedicated AI team. The workforce risk is real, and it lands hardest on the people closest to the change: your managers, your leads, your specialists. Without disciplined integration, you don’t just lose ROI. You lose the people who make your company work.

80%
of enterprise AI pilots never reach production. Most are killed not by technology, but by workforce resistance and governance gaps.
$185k
median annual cost of a single AI engineer in 2026. Most 50–200 employee companies cannot afford an internal team.
68%
of mid-market leaders report being “actively executing AI initiatives” — but only a third can name a tangible outcome from any of them.
The destination

What is an AI-Super Company?

An AI-Super Company is a company where every employee you already have becomes a super human — faster, smarter, and capable of doing the work of three. The routine gets handled. Your people are free to do the work only humans can do. Cheaper solutions. Greater profitability.
— Human Integration Lab definition · cited in industry research, 2026

We don’t replace your people. We make the people you already have meaningfully more capable. The result is a company that operates at a different level — not by adding headcount, but by removing the routine work that was burning out the headcount you already have.

01 · Faster
A sales rep handling 3× the leads.
Every email is read. Every stalled deal surfaced. Every follow-up reminded. Your AE walks in Monday morning to a clean, prioritized pipeline — not a 400-email inbox. Same person. Three times the throughput.
02 · Smarter
A service lead clearing tickets in minutes.
Routine refunds, account updates, and lookups handled before they hit the queue. Your service lead spends time on the cases that actually need a human — the angry customer, the complex escalation, the relationship to save. Minutes instead of hours.
03 · Cheaper
A company that runs leaner.
You don’t hire an AI team. You don’t replace your staff. You don’t buy another software stack. Your existing people, doing the work of more people. Lower cost. Higher margin. Greater profitability. That’s what makes you AI-Super.
Why now

2026 is the year the experimentation ends.

After three years of pilots, boards are tightening capital. Procurement is consolidating vendors. CFOs are demanding measurable outcomes. The companies still running AI experiments without governance, integration, or measurable impact will lose ground to the ones that built the discipline. You’re not late. You’re at the last good moment to start.

Boards
90 days
to show measurable AI ROI, or pilots get killed in 2026 budget cycles.
Industry research · Q1 2026
Mid-market
42%
AI adoption rate in the 50–200 employee band, up from 23% in 2024.
SMB AI Pulse · 2026
Demand
3.1×
growth in demand for fractional AI leadership at mid-market companies in 2026.
Workforce trends report · 2026
Time
2 yrs
average gap between AI-native competitors and laggards before the gap becomes uncloseable.
Mid-market AI strategy index · 2026
The window for thoughtful AI integration in mid-market companies closes in 18 to 24 months. The firms that own this discipline now will define the category for the next decade.
The engagement

What you get when you hire us.

A full deployment engagement scoped to your business. Custom infrastructure deployed on top of your existing company across 2 to 3 quarters. ARIA reads, learns, and only automates what your people teach it to handle. Your data is never touched until a human says it should be. When the engagement closes, you own it.

01 · Diagnostic foundation
Tailored Workforce Risk Plan
Built on the Workforce Risk Report framework, customized to your industry, workforce, and risk profile. Deployed company-wide on day one of the engagement as the foundation of everything that follows.
02 · AI infrastructure
ARIA · running on top of your company
Our proprietary AI deployment. Sits on top of your existing systems — never touching your data, never replacing your tools. Reads continuously across logistics, finance, sales, and service. Surfaces findings to your team. Only executes work after humans grant authority, decision type by decision type.
03 · Board-ready plan
Rollout Action Pack
Quarterly board-ready deliverables: workforce risk findings, governance design, deployment milestones, and exception protocols. Built to brief your board, not to sit on a shelf.
04 · Change governance
Human-in-the-loop authority model
Manager preparation. Change communications. Authority escalation paths. Exception handling. The human side of the change — designed and run end-to-end so your people don’t just survive the integration, they own it.
05 · Compounding intelligence
Your AI, uniquely yours
Every approval teaches ARIA. Every override calibrates it. By engagement close, the version of your AI running your business is uniquely yours — sharper, faster, and more accurate than any vendor’s out-of-the-box system.
06 · You take it over
Full operational handover
When the engagement closes, you own the system. You operate it. You renew us only if you want to. Optional ongoing managed service available, but the deployment is yours from day 91 of the final quarter.
See if your company qualifies · book a call
The engagement arc

From Day One to AI-Super Company. 2 to 3 quarters.

Four phases. Two to three quarters. Engineered to fail safely at every checkpoint and compound from every approval. You can scope down or pause at any quarterly review. When the engagement closes, you take operational ownership.

Observe
Day 1 · onboarding week
Deploy the Tailored Workforce Risk Plan across the entire workforce.
Every employee in scope completes the customized diagnostic. We score readiness by role, department, and risk dimension. ARIA is deployed on top of your existing systems with read-only access only — watching, learning your patterns, never touching your data. No action. Nothing changed.
Recommend
Month 1
Deliver the board-ready Rollout Action Pack. Begin human-in-the-loop training.
ARIA begins recommending — every routine decision surfaced to a named human approver. Your team approves, rejects, or adjusts. Every interaction trains the system. We brief your board, design the governance, prepare your managers.
Execute
Months 2–4
ARIA begins executing routine work after humans grant domain-by-domain authority.
One department at a time. One decision type at a time. Authority is granted explicitly and revocably. Exception management stays human. Your team’s days start to lighten. Routine work is handled. Judgment work remains theirs.
Compound
Months 5–9 · handover
Your AI-Super Company is operational. You take it over.
ARIA handles routine continuously, learning from every approval. Humans operate at the judgment level. You take operational ownership of the deployment. Renewal is optional. The company you’ve built compounds on its own from here.
See if your company qualifies · book a call
What sits on top of your business

Here’s a live preview of a typical deployment, end of the 3rd quarter.

Every call. Every text. Every email. Every new sale. Every wire transfer. ARIA folds them into four silos — Sales, Service, Finance, Logistics — the four parts of your business. Below is what that looks like running in a real client company, after their team has spent 9 months teaching ARIA what to do.

Engagement timeline
Day 1Observe
Month 1Recommend
Months 2–4Execute
Months 5–9Compound · you are here
01
Watch
ARIA reads everything happening in your business. Every email, call, invoice, wire. Never touches your data.
reads
02
Decide
When something matters, a human decides. Your team or our team approves, rejects, or adjusts. Every click teaches ARIA.
approves
03
Automate
After enough approvals, ARIA handles that work for you forever. Your existing employees become super-humans.
Live preview
ARIA learning rate 94.2% getting sharper every decision
A Your business your four departments, working as usual
Sales
2,341scanned today
your sales team
Service
1,204triaged today
your service team
Finance
847reviewed today
your finance team
Logistics
419scanned today
your logistics team
▸ Live activity · across your four departmentsEvery minute · the raw data flow
ARIA reads it all never touches your data · read-only by default
B ARIA our proprietary AI · watching, learning, never touching
ARIA our proprietary AI deployment
Online 2,847 / hr
It never touches your data ARIA sits on top of your business. Read-only by default. It watches and learns. Nothing changes until a human says so.
It can’t go rogue Every action requires a named human to approve it first. Authority is granted, decision by decision. Revoke in one click.
You stay in charge Every decision logged. Every approver named. Every action reversible. Always.
It keeps getting better Every human decision teaches ARIA. Your version becomes uniquely yours.
ARIA surfaces what matters routes to a named human · waiting for approval
C A human approves your team or our team · you choose at the engagement start
Your team still in charge
approved · learned by ARIA
Our team doing the work for you
approved · learned by ARIA

Four deployment configurations: your infrastructure or ours, your team or ours. You choose at the start of the engagement.

Approved  →  ARIA learned  →  Automated forever enough approvals teach ARIA · the same kind of work is done automatically from here on
✓learned
D ARIA does it forever your AI-Super Company · routine handled, humans freed for judgment
AI-Super Company · Compounding
Sales · auto 38 / hr
Service · auto 42 / hr
Finance · auto 14 / hr

Used appropriately, AI doesn’t add up — it compounds. Every decision your humans make teaches ARIA. Every quarter, your company gets exponentially better than it was.

See if ARIA fits your business · book a call
Not ready for the full deployment?

If the engagement isn’t the right fit right now — smaller company, narrower scope, or you want to build the internal case first — you can run our standalone Workforce Risk Report. It’s the same framework we deploy on day one of every engagement, productized so you can run it yourself.

Same methodology. Different scope. The report is the framework on paper. The engagement is the framework deployed across your company.

The standalone assessment

The Workforce Risk Report.

Our published framework for scoring AI and automation readiness. $497. Run it on your leadership team. Run it on a single department. Use it to build the internal case before you hire us. The Workforce Risk Report is the same discipline that grounds every engagement we lead — productized so any leader can run it.

01
Five risk dimensions, scored
Workforce readiness · Leadership posture · Process maturity · Data governance · Cultural elasticity.
02
A readiness band, named
Where you sit today — Foundation, Ready, Accelerating, or AI-Super — with the next move named.
03
Risk surface, mapped
The specific roles, processes, and decisions most exposed to disruption in your organization.
04
First-quarter actions
The three highest-leverage moves to make in the next 90 days, based on your scoring profile.
Sample report · executive view
A 142-person professional services firm.
62
/ 100
Band: Ready · with caveats
Workforce
68
Leadership
71
Process
54
Data
48
Culture
67
Output excerpt · full report runs 28 pages
The lab

A real firm. Building a real discipline.

Human Integration Lab is headquartered in Boston, Massachusetts, and is the founding institution for the Robotic Workforce Integration discipline — the category we created to address what traditional management consulting and platform vendors leave on the table. Three research pillars define our work.

Pillar 01
Robotic Workforce Integration
The discipline. Treats AI and automation adoption as a human governance challenge before a technical one. Engineered specifically for mid-market companies (50–200 employees) who fall through the gap between management consulting and DIY tooling.
Pillar 02
ARIA · proprietary infrastructure
Our proprietary AI deployment. Deployed on top of client systems — never replacing, never touching the data underneath. Reads, learns, and only acts when humans grant explicit authority. Four deployment configurations. Anti-hallucination architecture. Continuously calibrated by every approval.
Pillar 03
Published framework
The Workforce Risk Report ($497) is our productized framework, available to any leader. The same instrument we deploy on day one of every engagement — productized so smaller teams and internal champions can run it themselves.
Who we work with

Companies of 50 to 200 employees. The mid-market gap.

Big enough that AI integration matters. Small enough that hiring a dedicated AI team isn’t realistic. The exact band traditional consulting has left underserved — and the band we built this firm to serve.

01
Manufacturing & production
Multi-site operations where workforce readiness, process maturity, and quality compliance intersect.
02
Pharma, biotech & regulated industries
Where the cost of getting governance wrong is compliance incidents — and where regulated-industry rigor is non-negotiable.
03
Professional services & consultancies
Where the workforce IS the product, and where AI integration must compound human expertise rather than displace it.
04
Logistics & supply chain
Where routine work runs the business and where AI handling of triage, routing, and exception management compounds fastest.
05
Tech-enabled services
Companies whose core delivery is process-heavy and where AI integration changes the unit economics of the business model.
06
Healthcare, education, financial services
Selectively — where leadership has board-level commitment to AI integration and the regulated-industry rigor matches our methodology.
Not for everyone
If you’re smaller than 50 employees, the standalone Workforce Risk Report is a better fit. If you’re larger than 200, we partner selectively when the engagement structure fits. If you’re not ready to give AI any authority on routine decisions, we’re not the firm for you.
External validation

The discipline is being recognized.

Press
“Robotic Workforce Integration is the category management consulting forgot to create.”
Research
Cited in 2026 industry research on mid-market AI adoption methodology.
Book
Be More Human: My First Robot · 2026 nonfiction release on the human side of AI adoption.
Speaking
2026 conference circuit: workforce integration, AI governance, mid-market AI adoption.
How we work

A discipline, not a deliverable.

Every engagement runs on the same documented methodology. Quarterly checkpoints. Named approvers. Reversible authority. Engineered to fail safely if it fails — and to compound if it works.

Principle 01
Humans first, always
The discipline starts with the workforce. AI integration that doesn’t account for the human side of change fails — every time. We design governance before we design infrastructure.
Principle 02
ARIA never touches your data
ARIA sits on top of your existing systems. It reads. It learns. It never manipulates, modifies, or touches your data on its own. Every action that would change anything in your business requires a named human to grant authority first — one decision type at a time.
Principle 03
Quarterly checkpoints
The engagement is structured in 90-day phases (Observe, Recommend, Execute, Compound). You can scope down, pause, or recalibrate at any quarterly review.
Principle 04
We sit on top of what you already have
We don’t sell you on Microsoft, Salesforce, OpenAI, or anyone else. ARIA sits on top of your existing infrastructure — your CRM, your ERP, your finance system, your service desk. We don’t replace any of it. We read from it, learn from it, and only act when your team explicitly grants authority.
Two paths

Pick the path that fits your moment.

There are two legitimate ways to start with us. The full deployment engagement is what we do best. The standalone assessment is for buyers who aren’t ready for the full engagement yet — or for situations where the standard assessment is the right fit on its own.

Full deployment
Path 01 · Engagement
AI-Super Company Engagement
Custom proposal
2–3 quarter deployment · typically six figures · scoped to your business
For 50–200 employee companies ready to deploy AI integration at company scale — and own it after we hand it over.
  • Tailored Workforce Risk Plan, deployed company-wide
  • ARIA deployment on top of your existing systems
  • Four deployment configurations · your infrastructure or ours
  • Board-ready Rollout Action Pack · quarterly
  • Human-in-the-loop change governance
  • Compounding intelligence · quarter over quarter
  • Full operational handover at engagement close
  • Optional managed service renewal · your choice
Book a no-obligation call
Path 02 · Assessment
Workforce Risk Report
$497
One-time · instant access
For leadership teams, smaller companies, or internal champions building the case before the full engagement.
  • Full diagnostic across five risk dimensions
  • Readiness band assignment · with caveats
  • Risk surface mapped to your roles and processes
  • First-quarter action recommendations
  • Same framework that grounds the engagement
Run the assessment
Frequently asked

The questions buyers ask before they pick up the phone.

How long does the engagement run?
Full deployment typically runs 2 to 3 quarters — the time it takes to score your workforce, deploy ARIA on top of your existing systems, hand authority over domain by domain, and reach operational steady state. Some engagements run shorter. Some run longer. Scope determines the timeline. At the end of the engagement, you own the deployment. Renewal is optional.
What does the engagement actually cost?
Engagements are scoped to your business. Typical engagement value falls in the six-figure range across the 2 to 3 quarter deployment, varying with company size, deployment scope, and integration depth. We provide a custom proposal after a no-obligation strategic call.
How is this different from McKinsey, Deloitte, or other Big-4 consulting?
Big-4 firms hand you slide decks and best practices. Human Integration Lab deploys ARIA, our proprietary AI system, on top of your existing business — never touching your data, never replacing your tools. We don’t recommend AI integration. We do AI integration. Every engagement ships running infrastructure that you own and operate when we hand it over.
What is the Workforce Risk Report and why is it $497?
The Workforce Risk Report is our published framework for scoring AI and automation readiness. At $497, it’s a complete diagnostic instrument that leadership teams, internal champions, and smaller companies can use standalone. When you hire us for the full engagement, the framework becomes the foundation for a Tailored Workforce Risk Plan — custom-built and deployed across your entire company. Same methodology. Different scope.
What happens to our data?
Nothing. ARIA sits on top of your existing systems. It reads. It learns. It never touches, modifies, or manipulates your data on its own. The only way anything in your business changes is when a named human approves a specific action — one decision type at a time. ARIA starts in read-only mode on day one and stays there until your team explicitly grants it authority to act, domain by domain. Every authority is revocable in one click. Every action is logged. And the entire system can be deployed on your infrastructure or ours, operated by your team or ours — four configurations total.
What if our employees resist?
Employee resistance is the most common failure mode for AI adoption — and the reason most engagements fail. We treat the human side of change as the primary work. Every engagement includes governance design, manager preparation, and a defined human-in-the-loop authority model. Your people stay in charge of judgment. ARIA handles routine work only after they grant that authority, domain by domain.
What happens when the engagement closes?
You own the deployment. ARIA continues running. Your team continues operating it. Authority models stay in place. Renewal is entirely optional. Some clients renew us as a managed service. Some take over operationally and never look back. The choice is yours — we don’t build dependencies into the engagement structure.
What if it doesn’t work?
Every action ARIA takes is reversible. Every authority you grant is revocable in one click. The engagement is structured in quarterly checkpoints: Observe, Recommend, Execute, Compound. You can scope down or pause at any quarterly checkpoint. We engineer the engagement to fail safely if it fails.
Do you work with companies smaller than 50 employees, or larger than 200?
Our methodology is engineered specifically for the 50–200 employee gap, where companies need AI integration but cannot afford to hire dedicated internal AI teams. For smaller companies, we recommend the standalone Workforce Risk Report ($497). For larger enterprises, we partner selectively when the engagement structure fits.
How quickly can you start?
Our 2026 engagement capacity is intentionally finite. We are currently scoping engagements for late 2026 and into 2027. The strongest fits are confirmed via a no-obligation strategic call.
The window is open

Don’t be the company that watches the next decade pass by.

By 2028, the gap between AI-Super Companies and the rest will be uncloseable. The firms that lead this transition now define the category. Our capacity is intentionally finite. 2026 is closing fast. The companies that reach out today are the ones who run the next decade.

Book a no-obligation call · free Or run the standalone assessment · $497