Custom Knowledge Engineering

Trust the data you have. Build the data you wish you had.

We check the datasets you already have, or build new ones from scattered sources, so you can make the decision in front of you.

Unlike a chatbot's best guess, every fact in a Horiz-in dataset
is traced to a source you can check.

Trusted by organisations making sense of complex ecosystems
Net Zero Industries MissionMTPConnectAustralian GovernmentPfizerPhenomics AustraliaAustralian Government Department of Health
Real outcomes

What Horiz-in has already found.

Drag nodes to explore the network, or select a sector and factoid to see what we mapped, tracked, or proved.

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All outcomes at a glance

  • 6.5× more follow-on funding for tracked projects. Projects we tracked raised 6.5 times more follow-on funding than those rejected from the same program, using control-group comparisons that showed the real economic impact of accelerator programs.
  • 8,000+ health innovations tracked worldwide. Horiz-in's technology is behind the Health Horizon platform, which tracks health innovations around the world.
  • 25 strategic questions answered with a single structured map. We mapped every software provider in Australia's digital health ecosystem, and the software they provide, used to help coordinate the national COVID response.
  • $100M+ in grant funding impact mapped. We've mapped the impact of more than $100 million worth of state and federal government grant funding, tracing where it went and what it achieved.
  • 2,000+ heavy industry decarbonisation projects mapped worldwide. A global view of where decarbonisation progress is happening across heavy industry.
  • 120 harmonised questions defined for global alignment. The Net Zero Industries Mission is working with Horiz-in to define 120 harmonised questions that put the global decarbonisation effort on the same page.
  • Global steel decarbonisation innovations mapped. We're mapping decarbonisation innovations in the steel industry globally, and their appropriateness for different manufacturers.
  • Live competition tracked in carbon capture and utilisation. We keep a live view of who's moving and where in the carbon capture and utilisation space.
  • 500+ capabilities demonstrably used by external organisations. Detected at one of Australia's leading universities, based on public evidence of real-world use.
  • 5 national funding programs aligned to university capabilities. We aligned a university's full body of work to five national funding programs to determine where it was best positioned to compete.
  • 80 case studies extracted and kept up to date. Extracted from a university's own research documentation, then enriched and updated using public information to track what happened next.
  • 150 state government actions checked against think tank recommendations. Mapping exactly how far government decisions were aligning with expert advice.
  • 400+ capabilities mapped across two states, aligned to defence priorities. Each capability aligned to national defence priorities.
  • 270+ follow-on careers tracked to measure ecosystem impact. We tracked the follow-on careers of more than 270 people to determine their long-term impact on the defence ecosystem.
  • 1,000+ Australian health innovations under development, showcased. A health innovation showcase making the whole pipeline visible in one place.

Figures from delivered engagements. Some data has been modified to de-identify clients.

Decisions we help you make

Real questions, tied to a real decision.

Which organisations should we partner with?

We map who is active in your space and score them against your own, unique partnership criteria, so you can decide with evidence rather than guesswork.

What capabilities should we support?

We build a capability map of your ecosystem and align it to funding sources, comparing strength against the priorities that matter most to you, to show where to invest.

Who influences this market?

We identify and track the people and organisations shaping your market, based on what you consider influential, so you know who to engage.

Where is funding flowing?

We track funding across your ecosystem so you can see where the money is moving, and where it isn't, against your own investment priorities.

What policies affect us?

We monitor the policies and regulations that are actually relevant to your ecosystem, so nothing changes without you knowing.

The Horiz-in promise

Three problems, one dataset.

Find out what you wish you knew.

A custom dataset built around the decision you need to make, delivered with an app built around it, not a generic report pulled off a shelf.

Trust what you find.

Source-backed and validated, yours to inspect and test before it goes in front of stakeholders.

Keep it current as things change.

Update and maintenance workflows are available when scoped, so your dataset does not go stale.

Two ways in, one Framework

Build a new dataset, or validate what you already have.

Whether your problem is local or global, ten objects or thousands, there's a shape that fits, Horiz-in Lite or Horiz-in Flagship.

Validate your dataset Learn more
Horiz-in Lite

Fact-check an AI answer, or a dataset you already have.

Horiz-in Flagship

Always-on monitoring that keeps your dataset verified.

Build a new dataset Learn more
Horiz-in Lite

Your questions, answered, in a simple app, in under two weeks.

Horiz-in Flagship

Production-ready datasets and apps, validated at enterprise scale.

Horiz-in Lite
Learn more
Horiz-in Flagship
Learn more
How it works

From scattered sources to a dataset you can trust.

See the full process
Step 01

Define your objectives

We help you define your knowledge objectives: what do you wish you could know, say, and do?

Step 02

Design the framework

We design the data you need to answer your objectives, so you're not getting data you don't need.

Step 03

Produce and validate the data

We source, structure, and validate the data against your Framework.

Step 04

Make it usable, and get adoption

You get the data in an app, table, or map, whichever drives real use, not just a delivery.

What customers say

Real questions, answered.

"When I need a fast high-quality technology scan I go to horiz-in.com. We received data on things we couldn't easily find anywhere else, market adoption, technical integrations, business models. I highly recommend the team for environmental scanning."

Kara Burns

Kara Burns, University of Melbourne

"Horiz-in provided us with a unique perspective on our research capabilities relative to industry demand, informing how we leverage and broaden our research engagement for greatest impact."

Vik Naidoo

Vik Naidoo

What decision are you trying to make?

Tell us the question. We'll help you get the data you need to answer it.