Generative AI and Machine Learning are empowering intelligence tasks and the way teams come up to speed on industry dynamics, surface actionable insights and anticipate market evolutions.
With Machine Learning models trained to achieve intelligence retrieval tasks at scale, it’s now possible to detect insights with greater accuracy and speed.
With a broad range of “smart insights” trackers powered by our proprietary AI, teams can now evaluate multiple potential scenarios at speed and rapidly identify and ingest large data sets, to predict industry changes accurately.
With 8 main categories of insights, they can track in real-time the global company's ecosystem:
| Model |
Description |
Precision |
Train Set |
| Market Forecast |
Forecast data (in volume, value or growth) related to a sector or a market segment. |
95.6% |
50,000 |
| Market Size |
Actual market size data (in volume or value) related to a sector or a market segment. |
90.2% |
50,000 |
| Market Trends |
Market qualitative information related to a sector current, future or emerging trend. |
87.5% |
50,000 |
| Market Regulation |
New policy or change in the legal framework targeting a given sector. |
96.25% |
5,500 |
| Model |
Description |
Precision |
Train Set |
| Product Launch |
Product or service launch announcement by a company. |
91.9% |
35,000 |
| VC Funding |
Start-up and growth companies funding round announcement (series A, B, C etc.) |
98.8% |
46,000 |
| Emerging Companies |
Start-up or new companies, emerging on a market with a new product, new technology or new business model. |
90.2% |
46,000 |
| Model |
Description |
Precision |
Train Set |
| Technology Program |
Description of a technological program undertaken by a company, a consortium or a research centre. |
93.75% |
14,000 |
| Technology Achievement |
Important achievement or milestone announcement in a technology program. |
92.5% |
15,000 |
| Emerging Technology |
New technology that emerges or gains traction on a market. |
97.5% |
14,000 |
| Model |
Description |
Precision |
Train Set |
| Company Strategy |
Company strategy usually as expressed by its management. |
93.5% |
46,000 |
| Partnerships |
Partnership announcement (commercial, technological, etc.) between two or more companies. |
90.3% |
45,000 |
| M&A |
M&A announcement between two or more companies. |
90.3% |
45,000 |
| Model |
Description |
Precision |
Train Set |
| New Infrastructure |
Infrastructure, CAPEX installation or project announcement in a variety of verticals such as industrial, transportation, communications, utilities, energy etc. |
94.4% |
50,000 |
| Current Infrastructure |
Company plants currently in operation or offices and stores currently open and owned by the company. |
94.4% |
50,000 |
| Production Data |
Quantitative data related to the production activity of a company, expressed in volume or value. |
97.5% |
51,000 |
| Model |
Description |
Precision |
Train Set |
| Company Sales |
Sales data (Revenues, Sales volume, Sales quantity) announcement related to a company such as earning calls, quarterly financial release etc. |
96.3% |
44,000 |
| Company Income |
Income data (EBITDA, earnings, income profit) announcement related to a company. |
79.0% |
44,000 |
| Company Market Share |
Quantitative data related to one or more company on a market. |
86.6% |
51,000 |
| Client Wins |
New commercial deal concluded between two or more companies. New contract award. New client win. |
96.8% |
45,000 |
| Model |
Description |
Precision |
Train Set |
| Economic Analysis |
Macroeconomic data, encompassing various indicators like GDP, external trade, employment,... |
77.4% |
50,000 |
| Labour Market Risk |
Risks of shortage of labor, lack of qualification, mismatch between qualifications and labor market needs that can hamper economic growth as well as labor costs. |
97.5% |
8,700 |
| Political Instability |
Political risks that can impact investments in the country or the normal functioning of any economic activity : elections, coups, radical change of policies, referendums, wars, invasions, conflicts, terrorism, embargo,... |
98.6 % |
8,700 |
| Social Unrest |
Risk of massive protests that could have an impact on governments and their policies. |
92.5% |
8,700 |
| Model |
Description |
Precision |
Train Set |
| ESG Objectives |
Goals that a company wants to achieve in an ESG domain (being net-zero, achieving parity,...). |
94.8% |
8,350 |
| ESG Initiatives |
Initiatives undertaken by companies to improve their ESG indicators, either by reducing their environmental impact, improving their social responsibility or increasing the diversity and/or the effectiveness of their governance level. |
95.2% |
8,350 |
Upcoming Insights
| Model |
Description |
Release Date |
| ESG Results |
Achievements in an ESG domain |
Q4 2022 |
- Precision: Represents the fraction of detected insight that are relevant to the insight class. A precision of 80% means that among 100 sentences detected as in “Market size” class, 80 were correct
- Training Set: Is the number of sentences our model has been trained on.