In the fast-paced world of investing

we turn complexity into clarity

Say goodbye to manual 
analysis and hello to faster, 
data-driven decisions.

Pebble creates actionable insights based on global news, markets data, & events—accurately, intuitively, and in real-time.

Who We Serve

We help financial services firms build deeper connections with stakeholders. From novice investors to seasoned professionals, we deliver tailored narratives that communicate insights in language that’s suitable for each unique audience.

Pebble is not another platform. Our AI products help industry participants make their existing platforms & experiences more insightful and valuable.

Pebble Explain

days of manual analysis completed in a few seconds

Everyone is in search of the story. Pebble Explain provides enterprise API access to Pebble’s portfolio analysis and narrative engines, delivering high-quality, real-time portfolio insights through dynamic, personalized narratives.

Available via Pebble Cloud or on-prem, Pebble Explain brings performance data to life with clear, contextual explanations, integrating news and analysis to help users understand the ‘why’ behind what’s driving their portfolios.

This is portfolio intelligence at scale.

Pebble Construct

find investments & build portfolios in natural language

Pebble Construct gives investors the ability to explore, search, and screen for investments in natural language. Additionally, investors can build and backtest diversified investment portfolios.

Explore investments beyond traditional ticker or name lookup, including products and services a company—or a fund that holds stocks—provides.

our platform

We’ve built a modern AI platform geared for accuracy, scale, and speed. This allows us to build financial services products that combine machine learning, generative AI, natural language processing, and financial and data engineering.

  • Illustration of computer

    Request


    Any portfolio or fund, any size or time horizon

  • Illustration of computer with gears and outputs

    Analyze


    Compute performance factors

  • Illustration of charts

    Quantize


    Distill catalysts from news & research

  • Illustration of array of pages, charts, graphs, folders

    Synthesize


    Read, interpret, & transform event data

  • Illustration of charts, graphs that are organized

    Explain


    Weave a customizable narrative to suit your audience

Pebble Products

Pebble Explain provides API access to Pebble's portfolio analysis and narrative engines. When combined, financial platforms are able to deliver dynamic, high-quality portfolio insights to their users in seconds.

Pebble Explain API is available on Pebble Cloud or as a custom, self-contained, on-prem solution.

Technology Description
Portfolio Engine
Conducts portfolio expansion, contribution and attribution analysis
Catalyst Engine
Quantitatively identifies relevant drivers for explanation
Knowledge Graph
Proprietary database of connections between companies and events
Narrative Engine
Generates unbiased explanation output given portfolio/catalyst input
Quality Assurance
Links narrative segments to original source, fact checks, tracks accuracy
Data Workflows
Asynchronous process responsible for ingesting news and fundamentals
Market Data Service
Consumes real-time market data feeds and computes real-time statistics
Hot Caching
Low-latency access to an actively managed pregenerated universe

Pebble Construct provides enterprise API access to Pebble's knowledge graph to help clients of financial institutions intuitively discover assets and asset relationships.

Pebble Construct API is available on Pebble Cloud.

Technology Description
Query Interpreter
Transforms natural language query into logical s-expressions
Expression Engine
Associates expression cells with available Construct capabilities (tools)
Routing Layer
Associates expression cells with available Construct capabilities (tools)
Commercial Data
Associates expression cells with available Construct capabilities (tools)
Proprietary Data
Internally developed data sets conceded with Construct context universe
Universe Engine
Logical joining layer (universal screen) from routing outputs
Data Workflows
Asynchronous process responsible for ingesting news, fundamentals, etc

Contact us

Discover how we can supercharge your financial platform.