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Jessica Mercedes
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AI that works in weeks, not months

We build and deploy practical AI tools your team can use immediately - then refine them based on real usage, not assumptions.
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Applied AI
Built fast, in your hands quickly
Most AI projects stall before anyone gets to use them. We keep the scope tight, move fast, and put working tools in front of your team within weeks.
How it works
We start by mapping out the use case with you in detail - what you need, how it fits your workflow, and what success looks like.
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From there, we work in two-week sprints. Our goal is to have a working prototype built within four weeks as a rule of thumb. No demos or decks, just something your team can actually use.
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Finally, we evaluate what's working, learn from real usage, and iterate. AI rarely works perfectly first time; the only way to know what's valuable is to use it.
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No IT headaches
We host everything ourselves and set you up with logins - no waiting on internal infrastructure or jumping through approval hoops. When you're ready, we migrate the system into your own environment and hand over the keys.
Sprint-based, no lock-in
Every engagement runs in two-week blocks. If after four weeks you've got what you need, we'll move the app into your environment and you're done. No long contracts, no dragging things out.

Solutions we've built

Trained LLMs

Internal chatbots and AI outputs grounded in your organisation's expertise

Custom Chatbot
Understands your organisation’s language, policies and processes, replying just as a member of your team would.
Retrieval Assistant
Scans vast documentaion and datasets in seconds, extracting the relevant information and returning a validated, informed response.
Multi-Step Cognition
Combines information retrieval from relevant data with independent research and intelligent reasoning to chain together highly tailored technical outputs.
Intelligence Gathering

Turn scattered information into structured, searchable knowledge

Media & News Monitoring
Tracks mentions in press, socials and podcasts, filtering relevant news from hundreds of sources, extracting the biggest recurring headlines, and surfacing insights via dashboards and reports.
Inbox Extraction
Monitors team inboxes, extracts key patterns of data from emails and attachments, and turns knowledge scattered across accounts into one shared, searchable database.
Research Agent
Investigates companies, markets or events in depth - cross-referencing financials, filings, news and more into comprehensive reports.
Document Workflows

Automate how files are created, processed and delivered

File Editing
Runs QA checks over your documents - catching errors, applying edits, generating alternative versions - and outputs polished, consistent files ready to share.
Report Automation
Generates bespoke, formatted PDFs based on news events, internal triggers or user instructions - branded, designed, and delivered via download or straight to inboxes.
Information Parsing
Turns unstructured inputs - scanned documents, voice notes, spreadsheets, images - into structured data your whole team can search, filter and build on.
LET’S TALK

Got an AI project in mind?

If you know you need to do something with AI but don’t want a six-month strategy deck, you’re in the right place. Tell us what you’re exploring - we’ll help you turn it into something real, quickly.
Curious how AI could work in your business?
Drop us a line and we'll talk it through.
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