AI Data & Intelligence Pipelines
Automated intelligence delivered on a schedule - so your team wakes up knowing what changed, who's buying, and where the opportunities are.
What we build for you
B2B lead generation pipelines
Discover, enrich, and score potential clients from Google Maps, LinkedIn, and industry directories. Deliver ranked prospect lists weekly.
Competitor monitoring
Track competitor websites, pricing, job postings, and announcements automatically. Get a weekly digest of what changed.
Market & brand signal tracking
Monitor mentions, trends, and signals across news, social, and forums. Surface what matters for your business without the manual search.
Knowledge ingestion for AI
Clean, structure, and index your company's documents and historical data so they can power an AI assistant or internal search tool.
Price & inventory monitoring
Track pricing, availability, and specification changes across competitor or supplier catalogues automatically.
Custom intelligence pipelines
Any recurring data collection and analysis problem can be automated. We scope, build, and document so your team controls it.
Most businesses make decisions on stale information. Competitor pricing checked last month. A lead list assembled manually in a spreadsheet. Market signals that only surface when a customer mentions them.
AI data pipelines change this. Instead of your team spending hours gathering information, we build systems that collect, enrich, and deliver the intelligence your business needs - automatically, on a schedule, in a format people actually use.
What we build
Lead generation pipelines - discover potential clients from Google Maps, LinkedIn, and industry directories. Enrich each lead with buying signals (hiring patterns, recent press, technology footprint). Score against your ICP using AI. Deliver the top 40 of the week, ready to contact.
This is the same pipeline we use internally at GulfLogix. It works.
Competitor intelligence - monitor competitor websites, pricing pages, and job boards automatically. Get a weekly digest of what changed - new product offerings, pricing shifts, team growth signals.
Market signal monitoring - track mentions of your brand, your competitors, or your target keywords across news, forums, and social platforms. Surface what matters, filter out the noise.
Knowledge ingestion for AI - clean and structure your company's documents, SOPs, policies, and historical data so they can power an internal AI assistant or RAG (retrieval-augmented generation) system. Garbage in, garbage out - we handle the data layer first.
The stack
We use Apify for structured data extraction from platforms, Firecrawl for cleaning any website into usable content, n8n for orchestration, and Claude or GPT-4 for scoring and summarisation. The output lands wherever you work - email digest, Slack, CRM, or a dashboard.
Who this is for
- Sales and BD teams that want a consistent flow of qualified, enriched prospects
- Marketing teams tracking competitive positioning
- Operations leaders who want market intelligence without research overhead
- Any business building an AI assistant that needs quality internal data first
Pilots typically run for 4 weeks. Setup: $8K–$15K. Ongoing management: $2K–$4K/month.
Pipeline types we build
Workflow Automation
Deterministic, reliable workflows that kill repetitive tasks. Approvals, data entry, handoffs, notifications. Your team focuses on the work that actually needs them.
Learn more →AI Agents
Reasoning, conversational, custom-built. Handles ambiguity, remembers context, works around the clock. The step beyond automation, trained on your business.
Learn more →Platform & Advisory
No sweet talk about software you do not need. We audit what you have, tell you what is missing, and build on whatever platform you are already running.
Learn more →