Systems
AI Market Intelligence System
Collect or import authorised market sources, structure competitor and customer signals, identify changes, preserve evidence and deliver decision-ready reports.
Internal lab evidence · Not client results · Q2 2026 test cycle
How you probably do it today
You know you should be watching competitors. In practice: a colleague checks a few websites when there is time, drops screenshots into a group chat, or builds a deck nobody finishes reading. By the time a decision is made, the information is three months old and nobody can say where it came from.
What this is costing you
Not hours — decision quality. Purchasing, pricing and market-entry decisions get made on stale, fragmented information with no traceable source. And when someone asks where a conclusion came from, there is no answer.
What it looks like connected
- You choose which sources to watch — you approve this list
- The system checks them daily and detects changes
- Evidence is preserved at the moment of change: screenshot, original text, timestamp
- An analyst verifies significant findings
- You get a report you can take into a meeting, with every conclusion linked back to its source
What we have measured
Sources covered per analyst per week grew from 12 to more than 90, with no added headcount. Report assembly time fell from about 2 days to under 3 hours, with every material finding linked to preserved evidence.
Internal lab evidence · Not client results · Q2 2026 test cycle
A good fit if
Fast-moving markets, many competitors, or a market-entry decision on the table.
Not a fit if
A stable market with two or three competitors you already know personally — a phone call is faster.
How it operates
One governed flow, with people in control.
Workflow
authorised sources → signal collection and structuring → change detection with evidence → human validation → decision-ready reporting.
Engagement
typically starts as a pilot covering one market or competitor set, then expands to broader monitoring under managed operations.
Designed to improve
monitoring coverage, reporting time, signal quality and management visibility.
Human control
source approval, validation of material findings and final recommendations.
Discuss Market Intelligence.
Tell us which workflow is costing time, quality or visibility, and we will assess what scope fits.