Agentic AI.
Built For Your Business.
Production AI systems for SMEs. Autonomous agents, intelligent workflows, and secure RAG pipelines that work inside your business, not just in a demo. Available for project work and fixed-term engagements across the UK.
Expertise
Autonomous systems that integrate into your operations and handle real work. Not chatbots. Not demos. Production AI that earns its keep from day one.
Autonomous Agents
Custom AI agents that reason, plan, and execute multi-step workflows without human intervention.
Intelligent Document Processing
Replaces rigid RPA with systems that read, classify, and process documents the way a junior team member would, but at scale and without errors.
Workflow Orchestration
Connecting LLMs to your internal tools, APIs, and databases to create operational pipelines that handle multi-step processes end to end.
Knowledge Base AI
Retrieval-Augmented Generation systems that securely chat with your proprietary data. Deployable on-premise where data sovereignty matters.
EU AI Act Compliance
Preparation for the August 2026 EU AI Act deadline. Audits, risk classification, and governance frameworks. Free self-service tools also available.
AI Security & Governance
Guardrails, auditing, and compliance frameworks for safe AI deployment in regulated UK and EU environments.
Rapid Prototyping
Concept to working AI prototype in 2 to 4 weeks. Prove ROI before committing to a full deployment.
What gets built
No demos. No proof-of-concepts that gather dust. Production systems that integrate into your business and deliver measurable results from day one.
Automate Operations
Replace manual, repetitive work with AI agents that handle data entry, document processing, and reporting around the clock. No more bottlenecks waiting on someone to get back from lunch.
Scale Your Capacity
Deploy autonomous agents alongside your team. Handle customer enquiries, process orders, and run workflows without adding headcount.
Unlock Your Data
Connect AI to your databases, documents, and tools. Get instant, cited answers instead of digging through SharePoint and PDFs.
Ship Faster
From concept to working AI prototype in weeks, not months. Prove ROI before committing to a full build.
Why businesses bring Polynym in
Most AI consultants will plug your data into ChatGPT and call it a day. That works until your data is sensitive, your industry is regulated, or your competitors are watching what you upload.
Polynym is built differently. Every system architected here:
- Runs on your infrastructure or VPS, not someone else's API.
- Keeps proprietary data inside your firewall.
- Complies with EU AI Act requirements coming August 2026.
- Integrates with your existing tools instead of replacing them.
- Survives contact with real users, real data, and real edge cases.
A lot of client work stays private. Architecture details and live demos are available under NDA at proposal stage.
The Process
Discovery & Audit
Two-week embed to map workflows, surface bottlenecks, and identify high-ROI AI opportunities.
- Workflow mapping
- ROI analysis
- Data readiness report
Architecture Design
Solution architecture, security framework, integration plan, and testing strategy. Defined before a line of code is written.
- System architecture
- Security and compliance plan
- Integration map
Development & Testing
Build phase using agentic development patterns. Tested against your real data, not demo fixtures.
- Production-ready system
- Test coverage
- Documentation
Deployment & Scaling
Shipped into your live environment. Team trained. Handover complete. Optional ongoing managed operations.
- Live system
- Team handover
- Optional retainer
Let's talk about
your project.
A 15-minute introductory call. No obligation, no sales pitch, just an honest conversation about whether Polynym can help.
1. Schedule a Call
Pick a time that works for you.
2. Discovery Session
Workflows and data analysed.
3. Receive a Proposal
Custom roadmap and pricing.
No Commitment
The 15-minute introductory call is completely free. No sales pitch, just an honest conversation about whether Polynym can help.