bards.ai

What bards.ai does

bards.ai sp. z o.o. is a Wrocław, Poland-based custom AI development and ML consulting firm founded in 2022, delivering research-grade AI engineering for product companies. The company engages with clients across the US, Canada, UK, Germany, France, and Poland through embedded R&D or fixed-scope sprints of 2-12 weeks, priced at $40K-$150K per engagement, with engineers (not account managers) responding within one business day. Its target buyers are enterprise and mid-market product companies that need production-grade AI - agents, RAG, LLM observability, fine-tuning, computer vision, medical imaging, liveness detection, PII redaction, and EU AI Act/ISO 42001 compliance - rather than strategy decks or pilots.

The underlying technology stack is broadly multimodal and centers on five capability tracks: (1) production LLM systems, including custom fine-tuning (SFT, DPO, KTO, GRPO), distillation, and inference optimization via Triton and Ray Serve; (2) document AI and computer vision using YOLOv8, Grounding DINO, SAM 2, CLIP, and LayoutLMv3; (3) LangGraph-based agents with typed toolkits and guardrails; (4) self-play reinforcement learning via the open-source Jaxpot framework; and (5) regulated deployment, including on-prem/air-gapped installs and ISO 30107-3-aligned liveness detection. The firm also maintains 16+ open-source models on Hugging Face (bardsai namespace) with ~80K monthly downloads, including the EU-published multilingual PII redaction model (0.890 F2 on Gretel), Jaskier-7B, Polish Whisper, and a finance-sentiment model. Notable customers include Comcast (VOD UI annotation), Chili Piper (sales automation), SurferSEO (100M+ tokens/day), Brand24 (unified knowledge source), EasyDocs (invoice extraction at 98% field accuracy), and the City of Oława (CCTV search across 200 cameras).

The business is a pure professional services model with no disclosed funding, no parent company, and headcount flat at 20-50 senior engineers. Revenue is generated from project-based engagements, supplemented by open-source distribution and conference presence (Forbes Top 3 Service Companies in Poland 2025; Deloitte Technology Fast 50 2024). The firm sells into roughly four segments - product companies (primary), mid-market SaaS, government/public sector, and healthcare/medical - with a deliberately small senior team and engineer-led sales.

Name

bards.ai

Legal name

bards.ai sp. z o.o.

Website

https://bards.ai

Company type

Private

Founded year

2022

Operating status

Operating

Headcount range

1–10 employees

Short description

bards.ai is a Wrocław, Poland-based AI engineering consultancy founded in 2022 that builds production ML systems - LLMs, agentic workflows, computer vision, and compliance tooling - for enterprise and mid-market product companies across North America and Europe, delivered through 2-12 week embedded engagements.

Ownership category

akta.pro rank

Product category

AI/ML Consulting Services

NAICS

Management Consulting Services (54161)

SIC

Services-Management Consulting Services (8742)

akta.pro primary industry

AI/ML Engineering & Model Development Services (BPAEAHAF)

akta.pro secondary industries

Generative AI & LLM Solutions Services (RAG, Agents, Copilots) (BPAEAHAG), Agents & Autonomous Workflows (Tool Use, Planning, Multi-Agent) (HDAAACAF), Safety & Alignment Evaluation (red-teaming, harmful capability testing) (HDAAAMAL)

Keywords

• Custom AI development
• ML consulting services
• LLM fine-tuning
• Computer vision solutions
• AI compliance consulting

Headquarters

HQ city

Wrocław

HQ country

Poland

HQ region

Europe

Offices2 records

Markets served

GTM type

B2B

Offering type

Services

Cost components

Personnel, Technology or R&D, Operations, Marketing or Sales, Infrastructure

Revenue model

1. Professional Services / AI Consulting: Custom AI development and ML consulting engagements. Engagements typically run 2-12 weeks as embedded R&D or fixed-scope sprints. Engagement values range from $40K to $150K depending on scope and duration.
2. Open Source Model Downloads: 16+ open-source models on Hugging Face with ~80K monthly downloads. Models include Polish Whisper, Jaskier-7b LLM, finance sentiment, emotion classification, and EU PII anonymization.

Pricing tiers

Go-to-market motion2 records

Distribution channels1 record

Marketing channels5 records

Core offering

bards.ai is a custom AI development and ML consulting firm that designs, builds, and ships production-grade AI systems for product companies. It delivers two core service lines — Production ML (LangGraph agents, RAG pipelines, LLM observability, inference optimization) and Research ML (fine-tuning, computer vision, medical AI, PII redaction, LLM guardrails, EU AI Act/ISO 42001 compliance) — via 2-12 week embedded R&D or fixed-scope sprint engagements. The firm also publishes 16+ open-source models on Hugging Face (Polish Whisper, Jaskier 7B, EU PII anonymization, finance sentiment) used as proof of capability.

Product overview

bards.ai is a custom AI development and ML consulting firm offering professional services for AI research, prototyping, and production deployment. The portfolio includes Production ML Services (agents, RAG, LLM observability, inference optimization), Research ML Services (fine-tuning, computer vision, PII/safety), and an open-source model portfolio (16+ models on Hugging Face). Key productized offerings include the PII Redaction Model (bardsai/eu-pii-anonymization-multilang) with REST API and Python SDK, Guidemate tourism agent (LangGraph-based with RCB integration), and Jaxpot self-play RL framework. Services span LLM fine-tuning, computer vision, medical imaging, liveness detection, EU AI Act/ISO 42001 compliance, and air-gapped deployment. The company has delivered production AI for Comcast, Chili Piper, SurferSEO, Brand24, and others, processing 100M+ tokens/day and achieving 10x reduction in human workload at Comcast.

Differentiator

Problem solved

Functional benefit

Quantifiable outcome

• 10x reduction in human workload (Comcast VOD annotation)
• +7 more outcomes

Named customers9 records

Segments4 records

Ideal customer profiles4 records

Technology focussed Yes

API detail

Has API

Yes

API docs

API detail

Core technology

AI maturity

App detail

AI capability16 records

Feature4 records

Partnerships

One partnership is on record.

• ComcastcoreStrategic or Co-development Partner · 1 January 2022Ongoing AI development partnership for production AI systems. Built UI element detector for VOD applications running on millions of daily screenshots. Custom model training for Firebolt Connect (RDKM) automated visual testing. 10x reduction in human workload achieved.

Scale indicators9 records

Recent moves6 records

Expansion highlights7 records

Direct peers

• Solita: Nordic data, AI, and software engineering consultancy with comparable service offerings around production AI, generative AI, and data platform work. Similar boutique-to-mid-market positioning focused on regulated Northern European buyers.
• Miquido: Polish AI/ML development firm building custom machine learning products, NLP systems, and AI-powered applications for global clients. Strong overlap in custom AI engineering and production deployment.
• Netguru: Poland-origin digital consultancy with a sizeable AI/ML practice serving enterprise clients across Europe and the US. Comparable consulting model with embedded engineering teams, though at much greater scale than bards.ai.
• Ulam Labs: Poland-based boutique AI/ML software house delivering custom ML solutions, RAG systems, and production AI for European enterprises. Closely comparable in size, geography, and offering breadth to bards.ai.
• Exadel: Global custom software engineering firm with a significant AI/ML practice serving enterprise clients. Comparable embedded-engineering delivery model for AI-enabled product work, but at substantially larger scale.
• Sigmoidal: AI consulting firm offering machine learning engineering, MLOps, and generative AI services to enterprises. Closely comparable boutique-services profile to bards.ai, particularly around LLM productionization.
• InData Labs: AI consulting and development company providing custom ML, NLP, and computer vision solutions to enterprise clients. Comparable boutique-scale AI engineering services firm with similar cross-industry focus.

Broad incumbents

• Accenture: Global professional services firm with a large dedicated AI practice and multi-billion-dollar GenAI bookings. Represents the well-capitalized incumbent threat to bards.ai's enterprise AI Act and production AI opportunities.
• Thoughtworks: Global technology consultancy with established AI/ML, data platform, and GenAI delivery practices. Represents the broader-incumbent threat: enterprise-scale, multi-region, with similar production-AI positioning at much greater footprint.
• Slalom: US-based strategy-and-technology consultancy with a sizeable AI services practice covering generative AI, data, and ML engineering. A direct competitor for the same enterprise AI mandate work bards.ai targets.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat4 records

Key risks7 records

Key highlights7 records

Customer concentration

• GitHubgithub.com/bards-ai
• LinkedInlinkedin.com/company/bards-ai

Compliance6 records

Revenue estimate

Valuation estimate

Number of profiles

Profiles4 records

Funding overview

Funding rounds

Investors

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about bards.ai