AI analyzes text.
Darcy Code decodes behavior.

Precision Decision Layer for Communication Risk in Due Diligence.

Proprietary behavioral measurements that allow for very granular and precise analysis of every conversation. Where alignment breaks. What caused it. What to do next. Delivered within 48 hours.

Encrypted submission. NDA available. Data auto-deleted within 72 hours. Never used for model training.

What Miscommunication Actually Costs You

50% C-Suite Hires 65% Startups 70–90% M&A $3.7–5.7M
Impact Fail within 18 months. 89% communication misfit, not skill. Co-founder conflict Culture clash Cost per failed executive hire (3–5x salary)
Source Harvard Business Review Harvard Business Review KPMG SHRM

86% of executives blame workplace failures on poor communication. Darcy maps exactly where it breaks — and delivers the playbook to fix it.

Applications

One engine. Three verticals. 19 applications.

Same proprietary behavioral measurements. Different deployment. $15B+ total addressable market across 10 domains.

Fraud, Scams & Identity

  • Romance Scam Detection LIVE
  • Catfish / Identity Verification LIVE
  • Financial Fraud Linguistics LIVE
  • Crypto Scam Detection LIVE
  • BEC / Email Fraud LIVE
  • KYC Behavioral Layer DEV
  • AI Bot Detection LIVE

Legal & Forensic

  • Divorce / Custody Forensics LIVE
  • Coercive Control Detection LIVE
  • Workplace Harassment Analysis LIVE
  • Elder Abuse Detection DEV
  • Witness Credibility DEV
  • Political Communication LIVE

Enterprise & Organizations

  • Meeting Translator LIVE
  • Interview / Hire Analysis LIVE
  • Interaction Risk Analysis LIVE
  • Individual Communication Profiles LIVE
  • M&A Culture Due Diligence LIVE
  • Cross-Cultural Analysis DEV

15 applications LIVE · 4 in development

How It Works

We wrote the notation for human behaviour.

Before notation

Music existed — but you had to learn it by ear, one person at a time. It couldn’t scale. It couldn’t travel.

After notation

Write a symphony. An orchestra in another city plays it perfectly — first time, every time. Same score, same result.

Behavioural analysis has always existed — therapists, negotiators, forensic experts. But it couldn’t scale. One expert, one room, one read. We built the measurement language that makes it repeatable, portable, and precise.

Deterministic system. Same input, same output. Fully auditable. No training data. No ML weights. Expert heuristic rules — the way a forensic linguist reads a new case.

Enterprise Products

Five products. Your compass to understanding.

01

Interview Analysis

Pre-hire communication intelligence. How a candidate actually processes, decides, and handles pressure — extracted from the interview itself.

Hiring · Onboarding · Per candidate

02

Meeting Translator

Any meeting, 2–6+ participants. What was said, what was heard. Per-person engagement temperature. Where alignment breaks. What caused it. What to do next.

Per meeting · Board · Partnership calls

03

Interaction Risk Analysis (Two-Party)

Full behavioral map for any two-person dynamic. Per-person fingerprint. Friction points. How each person builds trust and recovers from conflict.

Co-founders · Leadership pairs · 48-hour delivery

04

Individual Communication Profile (Decision Context)

A personal translation guide for every person on your team. How they process. How they decide. What their questions actually signal. Every company needs one for every employee.

Per-person · Ongoing · Team-wide or individual

05
Premium

Multi-Party Communication Risk Assessment

Individual Communication Profiles + Meeting Translator + Interaction Risk Analysis for your entire leadership team. Ongoing monitoring. Drift detection. Early warning before friction becomes conflict.

Enterprise · Retainer · Custom pricing

Get Your Free Sample Report
Darcy Shield — Conversational Fraud Detection

Fraud detection through linguistic coherence analysis.

Expert heuristic system. No training data. No persistent context. Fully auditable. Stateless.

1,702
Scorable conversations
884/884
Scams detected
0/824
False positives
98.5%
Detected before 25% of conversation

Shield Detection

Before financial loss

Flags at first 25% of conversation — 75% remaining

Industry Standard

After financial loss

Detection occurs post-harm · 15–30% false positive rate

12 Fraud Categories · 100% Detection on All

Military impostor
Romance grooming
Nigerian 419
Crypto fraud
Oil rig / offshore
Tech support scams
Job scams
Rental scams
Lottery / prize
Grant / charity
Phishing personas
AI-generated bots
Request a Pilot on Your Data
What You Receive

Precise behavioral intelligence.

Darcy sees what’s happening in the room — in real time. Not self-reported. Not interpreted. Measured.

Sample — Meeting Intelligence
Partnership Discovery Call
6 participants · 45 minutes · 372 turns
8/10
Peak engagement
3
Gaps to address
Co-creation moment
Translation Table
What was saidWhat DarcyCode detectedWhat it actually means
“We’re thinking about two different tracks.” These are future directions, not current capabilities. We’re exploring where you might fit into products we haven’t built yet.
“We’ll have to go through red tape.” Data access requires multiple approvals. Timeline is weeks to months. We want to test this but the path to real data is genuinely complicated.
“I don’t think adding voice will help.” Honest pushback. This person filters for practical value. Don’t oversell. Show me where this works for what we deal with today.
Standard notes capture what was said. DarcyCode captures what was meant.
Full behavioral analysis · 6 participants · 372 turns
Sample — Compatibility Intelligence
Interaction Risk Analysis
Two participants · 3-month data window
7.5
Professional fit
6.0
Personal fit
Repair capacity
Person A
Visionary Builder
Multi-threaded processor. Creates connection through shared vision. Needs depth and meaning.
Person B
Action Performer
Single-threaded processor. Commits through action before comprehension. Needs recognition and clear roles.
Communication Translation — Recipe for Repair
What was saidWhat the other heardSay this instead
B “I’ll need to think about that.” “He’s stalling. Probably a no.” “Take your time — what information would help you decide?”
A “We covered a lot of ground today.” “She’s wrapping up. Good meeting.” “Which thread should we pull first?”
B [silence after a detailed proposal] “He’s not interested.” “What part are you modelling in your head right now?”
High-value partnership with a manageable communication gap.
Full behavioral analysis · 4 domain scoring

Output format: 1-page Executive Summary · 2-page Actionable Playbook · Multi-page Forensic Report addressing every communication pattern detected, with specific repair strategies for each.

The Translator

What they said. What others heard. What to do.

Every miscommunication has a forensic structure. Darcy maps it.

Anonymized extract. Generated by Darcy Communication Translator.

What was saidWhat the other person heardWhat it actually meant
“This is always something kind of I deal with...”
Senior hire interview
Hedging. 14 instances in 35 minutes. Minimizes expertise, sounds generic. I specialize in exactly this. You’re at the classic junction where growth has outpaced structure.
“Claiming 100% correct is far from reality.”
Business discovery call
“He’s calling me a liar. Dismissing months of validated work.” In standard evaluation, 100% accuracy is a red flag. I’m flagging what any investor would challenge.
“Think of this as a pitch.”
Same call · Framing Collision
“He’s putting me back in a supplicant position.” Let’s reset. Let me give you space to present this on your terms.

Both sides were right. Neither could receive the other’s valid points because they were operating in different frameworks — and nobody named it.

The Difference

DarcyCode = conversation map + resolution manual.

Standard tools tell you the room felt tense. DarcyCode tells you where it broke, why it broke, and what to do next.

Standard tools

“The call turned negative halfway through; the investor sounded skeptical.”

DarcyCode

“The call turned after you said ‘Not really’ about traction. They heard ‘no traction’ although you later gave examples. Next time, lead with the examples first.”

The Cultural Layer

Cross-cultural miscommunication costs companies $12.5M annually per organization.

45% of international projects fail on misread signals — not language, not product, not price. (Economist Intelligence Unit; Erin Meyer, The Culture Map)

What was said

“We are fully aligned on this.”
Japanese acquisition team to American PE fund, post-merger integration call

What Darcy found

In Japanese business communication, “fully aligned” often signals polite acknowledgment, not operational agreement. Darcy flagged a 0.74 commitment gap — the integration timeline was never accepted, only received. The deal closed. The integration stalled for 9 months.

DarcyCode includes a cultural-linguistic layer in every analysis — mapping how directness, agreement, and trust are signaled differently across cultures.

Expert Validation

Validated by executives, clinicians, and attorneys.

“Night-and-day sharper than Claude, GPT, or other tools I’ve used. It surfaced nuanced language patterns I hadn’t recognized before. The output was highly informative and the communication strategies would be valuable for executive communication.”

Robert Vaillancourt
Operating Executive · AI Strategy Leader

“It takes attunement to insidious and covert patterns of communication to understand the subtle forms that are so pervasive. Few professionals offer the analysis, strategy, and communication advice that Darcy does.”

Justena Kavanagh, LCSW-R
Clinical Social Worker · 20+ Years Behavioral Analysis

“Darcy caught patterns I couldn’t name. It wasn’t advice — it was insight. When something is that objective, forensic analysis and it flags things you felt but couldn’t identify — it validates. I would use this on all my communications.”

Lauren Luis
Attorney · 150+ Pages of Communication Analyzed
The Team

Built by people who’ve operated at the highest stakes.

Olga Berg
Olga Berg
Founder & CEO
30 years of high-stakes communication analysis. Ukraine Front Line Medicine. NASA Mission Control. U.S. State Department interpreter. 18 years cognitive inquiry. Oxford EMBA ’23, Saïd Business School. DarcyCode converts high-stakes communication judgment into a structured, repeatable analytical system.
Ruca Ferraz
Ruca Ferraz
Strategic Lead
15+ years Data, Analytics & AI. McKinsey. Oxford Executive Leadership. NTT DATA, SONAE, HipoGes. Business development and commercial strategy.

Advisors

Ankur Modi
Lead Advisor
CEO stealth AI startup. Ex-CTO RedCloud ($220M IPO). Ex-Meta. Forbes 30 Under 30.
Cameron Turner
Advisor
Head of AI, Patagonia. Oxonian Ventures (9 yrs). TRUIFY.AI.
George A. Ata
Advisor
12X MOIC Exit. 15 years investor across China, NYC, GCC. Oxford EMBA.

Security: End-to-end encrypted. No raw text stored — only behavioral scores. All source material auto-deleted within 72 hours. NDA available. GDPR compliant. Your data is never used for model training.

How to start: Submit transcripts, Slack exports, or email threads (encrypted, NDA available) → Full behavioral analysis → Full diagnostic delivered within 48 hours. No integration required.

Start Here

Get your free sample report.

Send one conversation. Receive a behavioral brief showing exactly what Darcy finds. No obligation. No integration. Confidential.

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Or book a 20-minute compatibility scan to see the method live.