Bilingual AI Data Specialists

Bilingual AI Data Annotation for Financial Services & Enterprise AI

Ground your AI. Anchor your data.

Natively bilingual, compliance-grade data pipelines for high-stakes AI models. Zero machine-translation drift. 100% human precision.

High-precision bilingual training data for AI teams in financial services, LLM development, and enterprise AI — across North America and Europe.

Request a Free Pilot → Book a 15-Minute Discovery Call

The team

Founder-led from day one

Frank Verla

Founder, Anchorver

Computational finance professional with five years of regulated fintech operations experience. Former operator of a licensed money services business — with deep expertise in AML compliance, fraud detection, KYC, and cross-border financial operations. Now building the annotation company he wished had existed when he was building AI-adjacent financial systems.

Computational Finance & Quantitative Analysis — understands the data that AI financial models depend on.

5 Years MSB Operations — regulated, licensed, and compliance-driven from day one.

Native bilingual English-French — both languages annotated with genuine linguistic fluency.

Canada-based, globally serving — North America and Europe, with Francophone Africa coverage.

Book a 15-Minute Discovery Call →

Why Anchorver

What sets us apart

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Native bilingual

English and French annotation without translation pipelines. Native speakers on both sides — no cultural gaps, no compromises.

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Financial expertise

Real-world computational finance and regulated fintech experience. We understand what we annotate — not just how to label it.

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Founder-led quality

Every dataset includes verified Cohen's Kappa or Fleiss' Kappa scores to guarantee mathematical consensus before delivery.

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Fast pilots

Evaluate our quality before committing to anything. Free 500-sample annotation pilot — you judge the output and decide.

Services

Financial NLP & Bilingual Annotation at every layer

Text & NLP Annotation

Named entity recognition, sentiment analysis, intent classification, and semantic labeling — natively in English and French.

EN / FR Learn more →

RLHF & Model Evaluation

Reinforcement learning from human feedback, preference ranking, and instruction fine-tuning data. Expert annotators who understand model quality.

LLM Training Learn more →

Financial AI Data

Fraud detection labeling, regulatory compliance annotation, and financial document datasets — supervised by a computational finance professional.

Finance Specialist Learn more →

Translation Pairs

English-French parallel datasets for multilingual model training. Native speakers on both sides — no machine translation in the pipeline.

EN ↔ FR Learn more →

Audio Transcription

Speech-to-text annotation, speaker diarization, and audio labeling in English and French. Accents, dialects, and domain vocabulary handled with care.

Speech AI

Content Moderation

Policy violation detection, toxicity classification, and safety labeling for platforms operating in English and French markets.

Trust & Safety

Who we work with

Industries we serve

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Financial Services

Banks, asset managers, and lenders building AI for risk, credit, and operations.

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AML & Compliance

Regulatory technology teams building transaction monitoring and reporting models.

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Fraud Detection

Payment processors and fintechs training models to catch fraudulent activity in real time.

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Insurance

Insurers building claims classification, underwriting, and risk assessment AI.

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Enterprise AI

Large organizations building internal AI tools that need bilingual, domain-aware training data.

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LLM Training

AI labs and startups building foundation models that need RLHF and preference data at scale.

Sample output

See what you receive

Every project is delivered with structured labels, confidence scores, and a quality report. This is what financial AI training data looks like when annotated by someone who understands the domain.

Sample Annotation — Financial NLP

Raw text (English)

Wire transfer flagged for unusual activity — sender unverified, destination high-risk jurisdiction.

Labels assigned

Entity: Financial Transaction Risk: High Category: AML Monitoring

Annotator confidence

0.97 / 1.00

QA status

✓ Reviewed & confirmed

Free Pilot

Get your free pilot

500 annotated samples at no cost. No commitment. You judge the quality — then decide if Anchorver is your annotation partner.

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500 samples, no costFull annotation with quality report and IAA scores included.

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English & FrenchNative bilingual — both languages, no translation in the pipeline.

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Finance expertise availableFinancial domain annotation supervised by our computational finance team.

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NDA availableWe sign confidentiality agreements before handling any sensitive data.

Prefer to talk first? Book a short call before submitting a request.

Book a 15-Minute Discovery Call →

Or email us: info@anchorver.com

Request your pilot

We will respond within 24 hours to confirm your pilot details.

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Pilot requested.

We will be in touch within 24 hours to confirm your project details.

info@anchorver.com

Quality assurance

Measured, not assumed

Every Anchorver dataset goes through a documented, multi-stage quality process — not a one-pass review. We report the metrics that matter to ML teams, not vague quality claims.

Generic annotators label words. Domain experts label meaning.

Cohen's Kappa

Pairwise annotator agreement, verified per project

Fleiss' Kappa

Multi-annotator consensus on complex labels

Double-Blind Review

Independent second-pass annotation on samples

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Escalation Workflow

Edge cases routed to founder-level review

✓

Final QA Report

Delivered with every project, no exceptions

Data security

Your data is protected

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100% Human-in-the-Loop

Pure HITL annotation. We never use synthetic data or LLM pre-labeling. Your ground truth is 100% human-authored — guaranteed.

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NDA available

We sign confidentiality agreements before handling any sensitive or proprietary dataset.

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Private datasets

Your data is never shared, reused, or retained beyond project completion without explicit consent.

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Secure transfer

Encrypted file transfer protocols for all data. No data shared over unencrypted channels.

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Finance-grade handling

Operational rigour from five years of regulated fintech compliance. We treat your data the way financial data deserves.

FAQ

Common questions

What file formats do you support?+

We support all major formats — CSV, JSON, JSONL, XML, plain text, PDF, audio (MP3, WAV, M4A), and video. We can also work directly with annotation platforms such as Labelbox or Label Studio.

Is there a minimum project size?+

No minimum. We work with projects from 500 samples all the way to enterprise contracts. We take projects that larger agencies ignore.

Do you sign NDAs?+

Yes. We sign mutual NDAs before handling any sensitive project. For financial data or proprietary datasets, we recommend requesting an NDA at the start of our scoping call.

Can you annotate regulated financial data?+

Yes — this is one of our core specializations. Fraud detection datasets, AML transaction labeling, and financial NLP are areas where our computational finance background gives us a genuine advantage.

What languages do you support?+

Our core specialization is English and French — natively, without translation pipelines. This covers Canada, US, France, Belgium, Switzerland, and Francophone Africa.

How is quality controlled?+

Every project goes through multi-layer review. We track Cohen's Kappa inter-annotator agreement scores and include them in your delivery report.

What is the typical turnaround?+

Pilot projects are typically delivered within 2–3 business days. Full projects depend on volume — we confirm timelines at the scoping stage.