Enterprise platform

Document Intelligence for Enterprise Workflows

Accurate extraction and structured outputs from complex documents with full traceability and control.

Trusted by

DNA Finland
University of Turku
University of Centria
University of Oulu
DNA Finland
University of Turku
University of Centria
University of Oulu

One platform, endless applications

Specialized outputs across industries—without rebuilding pipelines for every document format.

Education

Accurately parse and verify academic records, transcripts, and certificates at scale.

  • Academic certificate verification
  • Transcript digitization
  • Student enrollment processing
"document_type": "transcript",
"student_id": "98421",
"gpa": 3.85
_

Healthcare

Structure messy patient records and claim forms into HIPAA-compliant data.

  • Medical record extraction
  • Prior authorization triage
  • Explanation of Benefits (EOB) processing
"document_type": "medical_claim",
"patient_id": "PT-772",
"diagnosis_code": "J01.90"
_

Insurance

Accelerate underwriting and claims with structured extraction from unstructured PDFs.

  • Claims triage & routing
  • Policy coverage extraction
  • Loss run report analysis
"document_type": "loss_run",
"policy_num": "POL-9921",
"total_incurred": 45000.00
_

Logistics

Turn bills of lading and commercial invoices into structured TMS data instantly.

  • Bill of Lading parsing
  • Customs declaration extraction
  • Freight invoice reconciliation
"document_type": "bill_of_lading",
"tracking_num": "TRK-5510",
"weight_kg": 12500
_

Financial Services

Capture key figures, risk indicators, and transaction details from complex tables.

  • Loan & credit underwriting
  • Know Your Customer (KYC)
  • Bank statement reconciliation
"document_type": "bank_statement",
"account_num": "****4321",
"ending_balance": 8450.25
_

Careers

We are hiring across engineering, design, and customer success. Send a note through contact and we will get back to you.

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About us

We are a diverse team of technology professionals united by a shared passion for software engineering, artificial intelligence, and innovation.

Global presence map
Helsinki
Dubai

Global Team

10 professionals from 5 different countries, bringing multicultural perspectives to solve complex challenges.

Academic Excellence

Deep expertise with PhDs from leading institutions like the University of Toronto and University of Turku.

Industry Experience

Proven track record at global tech leaders like Huawei and ABB in large-scale engineering and AI systems.

Our Mission

To bridge cutting-edge AI research with practical software development, creating intelligent, scalable technology that delivers real-world value and accelerates innovation.

Intelligent Search

Retrieval-Augmented Generation

Connect your proprietary data to large language models for accurate, context-aware answers. Ground AI responses in your absolute truth.

Built-in Enterprise RAG

Use Rödräv's secure RAG system to add sensitive data as context for your AI applications.

Universal DataLoader

Seamlessly ingest both structured and unstructured data. From PDFs and emails to databases and APIs, our loader handles complex parsing and formatting automatically.

Smart Chunking

Preserve context and semantic meaning. Our intelligent chunking algorithms adapt to document types, ensuring related information stays together for better retrieval.

Fast & Accurate Retrieval

Achieve sub-second search speeds with hybrid retrieval. Combines dense vector search with sparse keyword matching, followed by neural reranking for pinpoint accuracy.

Performance Dashboard

Monitor your RAG pipeline in real-time. Track retrieval accuracy, latency, chunk utilization, and token costs to continuously optimize your AI applications.

Autonomous Workflows

Multi-Agent Orchestration

Deploy autonomous AI agents that collaborate in real-time. Specialized models handle complex tasks through memory management, parallel execution, and seamless task delegation.

DASHBOARD
Active Agents6
Tasks Queued12
Memory Usage78%
[0ms] Request received
[12ms] Planner engaged
[45ms] Delegating tasks...
[120ms] Research complete
[210ms] Evaluator confirmed
[250ms] Response sent
Orchestrator
PLANNER AGENT
Interpret request
Break into subtasks
Define strategy
Decide required info
Create DAG
RESEARCH AGENT
Thinking...
RAG Retrieval...
Tool Call: web_search
Write Report...
CODE AGENT
VISION AGENT
EVALUATOR
AGENT_CHECK
TEST... PASS ✓
Quality [OK]
Validation [OK]
Fact Check [OK]
SCORE
--% 98%

Dynamic Orchestration

A central intelligence routes tasks to specialized agents in real-time based on capability and load.

Shared Memory

Agents share context through a unified neural memory layer, preventing redundant work and ensuring consistency.

Parallel Execution

Execute multi-step reasoning workflows with independent agents working concurrently.

Model Customization Flow

Customized Generative AI

Build powerful, specialized AI systems by adapting open-source foundation models through advanced alignment and fine-tuning techniques.

Qwen
Qwen
LLaMA
LLaMA
Gemma
Gemma
Mistral
Mistral
and more
SFT
  • High Quality Labeled Data
  • Improve Instruction Following
  • Increase Response Accuracy
LoRA
  • Faster Training
  • Lower Compute & Cost
  • Continual Learning
GRPO
  • Group Based Reward
  • Stable & Efficient Training
  • Better Generalization
RL
  • Reward Driven Optimization
  • Align with Human Preferences
  • Improve Reasoning & Quality
CPT
  • Domain Adaptive Pretraining
  • Improve Model Knowledge
  • Enhance Domain Understanding

Cost Effective

Leverage Open Source
To Reduce Costs

Full Control

Your Data, Your Model, Your Rules

Flexible & Scalable

Adapt, Scale, and Evolve With Your Needs

Privacy First

Keep Your Data Secure and Private

Production Ready

From Research to Production Seamlessly

Parse Document

Upload a document to see structured extraction results.

Output Formats: