Add Intelligence
To Your Product
We build practical AI tools - assistants, chatbots, document processors - that solve real problems, not hype. Purpose-built for your workflow, production-ready from day one.
AI Hype Is Everywhere. Practical AI Is Rare.
Everyone's talking about AI, but most teams don't know where to start. Off-the-shelf chatbots feel generic, prompt engineering is a black box, and building in-house takes months. You need AI that actually fits your business - not a demo.
Purpose-Built for
Your Workflow.
We don't slap a chatbot on your homepage. We design AI tools around your specific data, processes, and use cases - so they actually deliver value.
Production-Ready.
Not a Demo.
Our AI tools ship with monitoring, fallbacks, rate limiting, and cost controls. Built for real usage at scale, not just impressive in a pitch deck.
Flexible Stack.
No Lock-In.
OpenAI, Anthropic, open-source models, Flowise, custom agents - we pick the right tool for the job. Switch models without rebuilding your product.
Sound Familiar?
Here's how a typical discovery call sounds with our founder.
Business Owner
We get about two hundred support tickets a day, and honestly, half of them are the same five questions. My support team is drowning and response times are getting worse.
Blackbird Labs
That's a textbook case for an AI assistant. We'd train it on your knowledge base, FAQs, and past ticket responses. It handles the repetitive stuff instantly and only escalates the complex ones to your team. What does your support stack look like?
Business Owner
We use Intercom for chat and Zendesk for tickets. We've looked at chatbot builders but they felt robotic - customers hated them.
Blackbird Labs
Old-school chatbots are just decision trees - they break the moment someone asks something unexpected. What we build is different. It actually understands context, remembers the conversation, and responds in your brand's voice. It integrates directly into Intercom so it feels native.
Business Owner
How does it know when to hand off to a real person?
Blackbird Labs
We build confidence scoring into the system. If the AI isn't sure about an answer, or the customer expresses frustration, it hands off seamlessly - with full context so your agent doesn't have to ask the customer to repeat themselves.
Business Owner
What about sensitive information? We're in healthcare, so we have compliance requirements.
Blackbird Labs
We take that seriously. The AI can be configured to never store personal health information, redact sensitive data from logs, and operate within your compliance framework. We've built AI products for regulated industries before - we'll walk you through exactly how data flows.
Business Owner
Our marketing team writes product descriptions for about fifty new items every week. Each one needs to be unique, SEO-optimised, and match our brand voice. It's a bottleneck - we can't launch products fast enough.
Blackbird Labs
Fifty descriptions a week is a perfect AI use case. We'd build a tool that takes your product data - name, specs, category, images - and generates descriptions in your brand voice. Your writers review and tweak instead of writing from scratch.
Business Owner
We tried ChatGPT but the output was generic. It didn't sound like us at all.
Blackbird Labs
That's because ChatGPT doesn't know your brand. We fine-tune the system on your existing descriptions - the ones your team has written and approved. It learns your tone, your formatting patterns, even your SEO keyword strategy. The output sounds like your best writer on their best day.
Business Owner
What about accuracy? We can't have AI making up product specs.
Blackbird Labs
The tool only uses the data you feed it - no hallucination. It pulls specs from your product database, not from its imagination. Your team gets a review interface where they can approve, edit, or regenerate before anything goes live.
Business Owner
Could it handle other content too? We also need meta descriptions, social posts, and email copy for launches.
Blackbird Labs
Absolutely. Once the brand model is trained, we can generate any content type. You'd have a content pipeline that turns one product entry into a full set of marketing assets - description, meta tags, three social posts, and an email snippet. All in your voice.
Business Owner
We've got years of customer data sitting in our database but nobody on the team can write SQL. Every time we need insights, we have to wait for our one developer to run queries, and he's always busy with product work.
Blackbird Labs
So your business decisions are bottlenecked on one person's availability. We'd build you an AI analyst - your team asks questions in plain English and gets answers with charts. No SQL required.
Business Owner
Like 'show me our top ten customers by lifetime value this quarter' - it could just do that?
Blackbird Labs
Exactly that. It translates the question into a database query, runs it, and presents the results in a clean chart or table. Your sales team could ask 'which customers haven't ordered in ninety days' and get a list they can act on immediately.
Business Owner
What about complex analysis? Like cohort retention or forecasting?
Blackbird Labs
The AI handles multi-step analysis too. 'Compare retention rates between customers acquired through paid ads versus organic' - it breaks that down into the right queries, calculates the cohorts, and shows you the comparison. For forecasting, we layer in statistical models trained on your historical data.
Business Owner
Is the data secure? We have sensitive customer information.
Blackbird Labs
Everything runs on your infrastructure. The AI queries your database directly - no data leaves your servers. We set up role-based access so each team member only sees data they're authorised for. Full audit logging on every query.
AI Tools That Actually Work
Every AI product we build is grounded in your real data and workflows - not hypothetical use cases from a blog post.
AI Assistants
Custom assistants trained on your data that help your team find answers, draft responses, and make decisions faster.
Chatbots
Intelligent chatbots for customer support, lead qualification, or internal help desks - with real conversation flow, not rigid scripts.
Content Tools
AI-powered content generation, editing, and repurposing tools that match your brand voice and quality standards.
Document Processing
Extract, classify, and route data from invoices, contracts, emails, and forms automatically.
Knowledge Base Search
Semantic search across your internal docs, Notion, Confluence, or custom databases - find anything in seconds.
Data Classification
Automatically tag, categorise, and route incoming data based on content, sentiment, or custom rules.
How We Build It
Four steps from idea to live product. Clear timelines, real progress every week, no surprises.
Discovery
Deep dive into your operations, workflows, and pain points. We map what exists, what's broken, and what to build first.
1–2 weeksDesign
Clickable prototypes you can share and test with your team. We iterate until it feels right before writing a single line of code.
2–4 weeksDevelop
Real progress every week with clear updates. We build, test, and integrate - with error handling and monitoring baked in.
3–6 weeksDeliver
Smooth handover, live support, and ongoing improvements. We don't just ship and disappear - we stick around to make it better.
OngoingCommon Questions
Everything you need to know about working with Labs.
What AI models do you use?
How do you handle data privacy?
How much does AI development cost?
Can you improve our existing AI tools?
Do we need technical knowledge?
Simple, transparent pricing.
No hidden fees. No long-term contracts. Just results.
AI Product Starter Audit
We'll audit your current workflows and show you where automation can save the most time.
- AI opportunity scan
- AI workflow + integration examples
- Quick-win implementation map
Free
Book a callAI Product Accelerator
We'll design and launch 4 production-ready automations, train your team, and hand over the playbook.
- Company-wide automation workshop
- Access to n8n Expert Partners (Slack + syncs)
- Up to 4 automations - built for you
- Hands-on training through real builds
- Documentation and Loom walkthroughs
$5,000
Get started nowCustom
A dedicated automation team to scale and maintain your systems long-term.
- Dedicated experts
- Continuous workflow builds
- Ongoing Slack support
- Tailored roadmap + maintenance