AI-Powered Organizational Assessment

The First Step in Any Serious AI Adoption

Before you can adopt AI, you need to know how your organization actually works — where the risks sit, where time and money are being lost, and where AI will make a real difference. BigBongo gives you that answer in days, not months.

Working with companies in banking, manufacturing, and energy

BigBongo AI Assessment Platform
The problem

Your organization is full of answers. They just get lost on the way to the top.

Between the frontline and the boardroom sit filters, politics, silos, and incentives that distort reality at every step. By the time information reaches decision-makers, it's already wrong.

Now add AI to the picture. Every organization is under pressure to adopt it — committed to it, investing in it, under pressure to show results. But AI decisions are only as good as the understanding behind them: where to apply it, what it will cost, what will actually change, and how to avoid the failures that are already well-documented.

You can't adopt AI intelligently if you don't know how your organization actually works.

  • Every level up sanitizes and softens the truth
  • Politics and narrative bury the real signal
  • Executives govern on a distorted version of reality
  • Each department optimizes locally, often duplicating effort
  • Cross-team dependencies create invisible delays
  • No one person holds the organizational view
  • Employees are adopting AI tools on their own, sanctioned or not
  • Shadow AI creates risk, but also signals where the real opportunities are
  • Without visibility, AI investment is guesswork
  • Big Four engagements take 6 months and cost €500K+
  • Coverage is sample-based — they talk to 10-20% of people
  • The report is static and drifting from reality before the board reviews it
The solution

McKinsey-level intelligence.

In days, not months.

BigBongo interviews everyone across your organization — simultaneously and independently — then synthesizes it all into clear, actionable insights tied directly to your goals. No politics. No noise. Just the decisions that move the needle.

Insights tied directly to your KPIs and OKRs

Automation opportunities, bottlenecks, optimization wins — BigBongo surfaces exactly what's impacting your priorities, so leadership can act with confidence instead of guessing where to look.

Supported by evidence, directly from your team

Results don't just appear — they're supported by context from the people whose input led to them. You understand not just what the insight is, but exactly why it's true and where it comes from.

10x faster. A fraction of the cost.

What takes a consulting firm 3–6 months and hundreds of thousands of euros takes BigBongo days — delivered in executive-ready format with quantified ROI tied to your goals.

How it works

Clarity is 3 steps away

BigBongo turns your organization's knowledge into actionable intelligence — without months of consulting engagements or layers of manual analysis.

1

Set your goals

  • Define KPIs, OKRs, and strategic priorities
  • Set the context BigBongo uses to tailor every interview
  • Include AI adoption goals — where AI should go, what readiness looks like
  • Every question and insight tied directly to what matters most
2

AI does the legwork

  • Tailored interviews across every level — frontline to VP
  • Each conversation independent and unfiltered
  • Surfaces bottlenecks, inefficiencies, AI readiness, and automation opportunities
  • Maps cross-team dynamics, hidden dependencies, and shadow AI already in use
3

Receive the full picture

  • Executive-ready report with prioritized opportunities
  • Every insight backed by real evidence from across the org
  • ROI quantified — hours saved, costs reduced, AI impact estimated
  • Clear action roadmap sequenced around what your organization is actually ready for

No system integration required. No IT project. Start with one department. Meaningful results within 2–4 weeks.

The deliverable

What Your Leadership Team Receives

Per-Person Intelligence

After each employee interview:

  • Process documentation — step-by-step maps with time and cost estimates, and which steps are candidates for AI replacement
  • Dependency mapping — who this person depends on and who depends on them
  • Tools and AI in use — including any AI tools they've adopted on their own
  • Pain points — ranked by severity and hours lost per week
  • Institutional knowledge — what lives in this person's head and nowhere else
  • AI opportunities — specific tasks ready for AI implementation, ranked by effort and impact
Process Map
Receive invoice via email 5 min
Manual entry into ERP AI candidate
Cross-check with PO AI candidate
Route for approval 15 min
Archive & notify 3 min
Pain Points
Duplicate data entry High
~6h/week lost
Waiting for approvals High
~4h/week lost
No documentation Medium
Knowledge risk
AI Opportunities
Invoice data extraction 8h saved
PO matching automation 5h saved
Report generation 3h saved
Dependencies
Finance Team (approvals)
Procurement (PO data)
Sales Team (depends on this)
External Auditor (quarterly)

Team Synthesis

Across a team or department:

  • Process inconsistencies — the same process done differently by different people, and what that inconsistency costs
  • Bottlenecks and handoffs — what's blocking AI from being introduced effectively
  • Knowledge concentration risk — critical knowledge held by one person with no backup
  • Shadow AI map — AI tools and workarounds already happening, sanctioned or not
  • Cross-team dependencies — invisible delays between teams
  • AI readiness score — what's ready for AI adoption, what isn't, and why
Process Inconsistencies
Client onboarding
3 variants across 4 people
Expense reporting
2 variants · €18K/yr cost gap
QA handoff process
No standard · 8h/wk delays
AI Readiness Score
72/100

Operations Department

Data quality
Process maturity
Team adoption
Knowledge Risk
M. Torres Critical
Sole owner: vendor pricing logic
J. Petrov Critical
Sole owner: legacy ERP config
A. Nikolova High
Key contact: regulatory filings
Shadow AI Detected
ChatGPT 4 employees
Notion AI 2 employees
Custom GPT scripts 1 employee
Copilot for Excel 3 employees

Organizational Assessment

At the organizational level:

  • Executive summary — top findings ranked by business impact and AI readiness
  • Cost map — where time and money are actually spent, and where AI changes the equation
  • Risk register — single points of failure, undocumented dependencies, and gaps to resolve before AI can be introduced
  • AI activity map — tools, experiments, and workarounds already happening across the organization
  • Ranked opportunities — process improvements and AI implementations with ROI estimates
  • Sequenced roadmap — what to do first, based on what your organization is actually ready for
  • Board-ready report — everything exportable and presentation-ready
Identified Friction
Weekly reporting 12h/week
Invoice approval delays 20h/week
Customer onboarding emails 8h/week
Manual data entry across systems 15h/week
Annual ROI Projection
$52,000

Modeled from actual interview data

Top Opportunities
Quarterly Financial Forecasting 18h saved
Product Documentation Updates 10h saved
Meeting Notes Distribution 6h saved
Vendor Contract Reviews 14h saved
Time Saved
55h

Weekly time reclaimed

This is what a Big Four firm delivers after 6 months and €500K. We deliver it within weeks — and it stays current.

Not a One-Time Report. A Continuous System.

Traditional Consulting BigBongo
Cost €200K — €2M per engagement A fraction, as an annual subscription
Time to insights 3 – 6 months 2 – 4 weeks
Data collection Junior consultants interviewing manually AI interviews — consistent, thorough, scalable
Coverage Sample-based (10-20% of employees) Every employee, every process
Output lifespan Static report — stale in months Living analysis — updates with every new interview
Follow-up New engagement, new invoice Continuous — run another round anytime
AI readiness Generic frameworks Specific, ranked opportunities based on your actual operations

We're not replacing your strategic advisors. We're replacing the €500K you spend on data gathering before the real conversations begin.

How It Fits With Process Mining

Process mining tools (Celonis, UiPath) analyze what happens inside software systems — logs, transactions, digital workflows. They don't capture the human layer: the judgment calls, the workarounds, the knowledge people carry in their heads. BigBongo captures that layer.

How It Fits With AI Productivity Tools

AI productivity tools — copilots, assistants, automation platforms — help people work faster once you know what work they're doing. BigBongo tells you what work is actually happening, what it costs, and where AI investment will make a real difference.

KPI Alignment

Management defines the KPIs that matter. All findings, inefficiencies, and opportunities are evaluated against those KPIs — so the assessment stays aligned with your actual priorities, not generic recommendations. As targets shift, the analysis adjusts automatically.

On-Demand Analysis

Leadership can request specific analyses at any time. If the answer exists in completed interview data, BigBongo extracts it immediately. If it requires information that hasn't been captured yet, new interviews are automatically scheduled with the right employees.

Beyond the assessment

Beyond the Assessment

AI adoption doesn't end with knowing where to start. The questions that follow are just as consequential: how to build internal capability, what hiring and training need to look like, how to develop a culture that doesn't resist the change, how to stay oriented as the technology and competitive landscape keep shifting.

BigBongo addresses these as they emerge — not with generic frameworks, but with analysis and recommendations grounded in what we've learned about your specific organization. As the engagement deepens, the guidance becomes more precise: personalized reports, prioritized suggestions, and answers to the questions leadership is actually facing at each stage of the journey.

The goal is to be the system that walks alongside your organization through the full AI transition — informed by real data, updated continuously, and available without the overhead of a traditional advisory relationship.

Built for Leaders Making AI Decisions

Executives & Board Members

"We're committed to AI adoption but we don't know where to start or what's realistic."

Get a data-driven assessment of where AI will actually make a difference in your organization — with ranked opportunities, ROI estimates, and a sequenced roadmap.

Operations Leaders

"I need to see where time and money are actually going before we invest in AI tools."

Get process-level cost attribution, efficiency metrics, and specific AI implementation candidates across your entire operation.

HR & People Leaders

"Key people are leaving. Their knowledge walks out the door. How do we prepare for AI-driven changes in our workforce?"

Get knowledge concentration risk scores, predecessor knowledge transfer, and a clear picture of what AI will change about roles and responsibilities.

Transformation & Strategy Teams

"We're planning a digital transformation. We need a real baseline, not assumptions."

Get a complete picture of how work actually happens today — so you transform based on data, not guesswork.

Working with companies across banking, industrial manufacturing, and energy

Dalsia
Payhawk Payhawk
Eleven Ventures

2 weeks

First organizational assessment delivered

100%

Employee coverage across assessed departments

Your data stays where you need it — EU or US hosting available. · Seed-funded, active development · Dedicated enterprise support

Built for Enterprise

No system access required

BigBongo interviews your people, not your software. Nothing to install, no new tools to learn.

Data encryption

In transit and at rest.

Access controls

Granular permissions for who sees what.

Employee privacy

Individual responses can be aggregated without attribution to protect candor.

Regional hosting

Choose EU or US data processing and storage to meet your compliance requirements.

Audit trails

Timestamped records for every interview and analysis.

Have specific security requirements? We'll walk you through our architecture.

Frequently Asked Questions

Process mining analyzes system event logs — it tells you what happened in your software. BigBongo interviews people — it captures the reasoning, exceptions, judgment calls, and undocumented workarounds that never appear in any system log. We capture the human layer that process mining can't see.

A structured voice conversation with our AI interviewer, lasting 20-40 minutes. It asks about their work, adapts based on their answers, and probes deeper on critical processes. Most employees find it easier than filling out a survey — and the insights are incomparably richer.

Employees see their own interview insights and can review what was captured. Management sees aggregated team and organizational analysis. The level of individual attribution is configurable — you control the balance between transparency and candor.

No. BigBongo works by talking to your people, not integrating with your software. There's nothing to install, no API to configure, no IT project. You can be running interviews within a day of signing up.

A meaningful organizational assessment is typically available within 2-4 weeks of starting interviews. Individual process documentation is available after each interview. The analysis updates continuously as coverage expands.

Then you'll see how reality compares to documentation. In our experience, the gap is significant — and that gap is where the most valuable insights and AI opportunities live.

The assessment is the first step. As the engagement deepens, BigBongo continues to support the AI transition — with guidance on implementation, hiring, training, and organizational change grounded in your specific data. The goal is to walk alongside your organization through the full journey, not deliver a report and leave.

Start With What's True

Book a 30-minute demo. We'll show you exactly what an AI-powered organizational assessment looks like — using real examples from companies like yours.

Book a Demo

No commitment. No sales pitch. Just a clear look at what's possible.