We build AI agents and predictive models on your business data.
Automate the work your team repeats, see what is coming next, and run the business from one set of numbers. Tested before launch, measured after.
Agent run · Renewal risk brief
Trigger
Northline Pay payment volume is down 23%
- retrieval
Retrieved 14 records
CRM · Billing · Support
- model
Scored churn risk: 78%
Churn model v3 · 3 drivers
- guardrail
Masked account details
Policy check passed
- agent
Drafted renewal brief
Cites 4 sources
Waiting for the account owner
Nothing is sent without approval
Grounded in 3 systems · Eval pass 96% · Illustrative example
What we build.
Works with HubSpot, Salesforce, QuickBooks, Xero, Stripe, Google Analytics, and most other business systems.
How we build AI
Engineered for production, not just the demo.
Most AI pilots stall on messy data, untested answers, or no way to measure value. Every build we ship goes through the same six stages.
Stage 01 / 06
Illustrative example
Map the data
We connect the sources the AI needs, clean them, and agree what each field means. Most AI failures start here.
- Source and access map
- Cleaned, matched records
- Agreed definitions
See what is likely to happen, and why.
We build churn, lifetime value, demand, and risk models on your history, then explain each prediction so teams know what to do about it.
- Churn and retention
- Customer lifetime value
- Demand forecasting
- Revenue forecasting
- Credit and payment risk
- Lead conversion
- Explainable
- Every score comes with the drivers behind it.
- Tested on your history
- We backtest on past periods before anyone relies on a prediction.
- Built into daily work
- Scores reach the CRM, the app, or an alert, not a slide deck.
~$500K+
Annual revenue protected (estimate) · Fractal
Health score · 8-week forecast
Illustrative
Northline Pay · health score
41 / 100
Down from 82 · What is moving the score
- No contact for 21 days−18
- Payment volume down 23%−14
- Support tickets up 3×−9
- Renewal due, no meeting booked−6
- Customer for 4 years+7
Results from client work.
“Blinko delivered exceptional work on a highly complex problem. Deep expertise in data science, machine learning, and business domain knowledge - exceeded all expectations.”
Tell us what you are trying to fix.
We can look at the systems involved and suggest a sensible place to start.
A straightforward 30-minute conversation.
