Business Intelligence Companies & Consultants in Nashua, NH

Semantic Insights is a Nashua, New Hampshire software developer that builds artificial intelligence tools for organizations needing forward-looking analytics and automated reading of text.

Rather than offering conventional dashboards or reporting, the firm concentrates on what it calls experience-based learning (AI/EBL), an approach meant for settings where each new situation may differ from anything seen before and where averaging historical data gives an incomplete picture.

Buyers evaluating Business Intelligence vendors will find it most relevant if they want prediction, recommendation and document analysis that can explain its own reasoning.

Core products

The company's portfolio centers on three platforms:

• REPS (Real-Time Experience-based Predictive Simulator), which ingests data from several sources as events unfold, forecasts likely next situations and suggests actions, each accompanied by an explanation.
• SIRA (Semantic Insights Research Assistant), a set of applications that use accumulated domain knowledge to pull meaning out of large collections of written material.
• IWM (Intelligent Workflow Multi-tool), a low-code/no-code agent for defining rules that govern how data is processed, routed and kept consistent.

Predictive and prescriptive analytics

REPS treats an experience as a sequence in which one situation is followed over time by another. From that history it produces a ranked list of plausible future situations given the present state.

Every forecast comes with a rationale that points to the most pertinent past experiences, describes how each one backs the result, and can highlight combinations of facts that commonly appear before the predicted outcome.

On the prescriptive side, the system ranks possible adjustments to the current situation according to how well they would serve outcome priorities the client sets, again showing how each change contributes. The company stresses that this works with small data volumes, adapts to context, learns incrementally and responds without heavy supervision.

REPS also supports digital twin work. Building and maintaining a virtual model of equipment, a process or an external system is usually labor-intensive; here the twin is generated and kept current by observing the real-world counterpart, allowing users to test how it would behave in space and over time under chosen conditions.

Natural language research

SIRA addresses text-heavy analysis. A user poses a question, possibly several sentences long, and the software reads through a body of documents drawn from any text source, locating passages that are relevant in meaning even when their wording bears no resemblance to the query. Results can be delivered as structured data or as a generated written report with a bibliography.

Underneath, the technology converts sentences into normalized facts, so that the many ways of phrasing one idea, including synonyms, specializations and different grammar, resolve to a single representation, and it tracks how concepts relate to one another over time.

What sets it apart

Semantic Insights positions its work as an alternative to purely statistical machine learning, emphasizing explainable output, learning from limited or unique cases, and real-time operation. It is a good fit for analytics teams, researchers and operations groups that need transparent forecasts, recommended actions, simulation of physical systems, or fact extraction from large document sets, along with configurable workflow automation to tie those capabilities into existing data processes.

Overview

Skylytics Data, LLC is a consultancy based in Nashua, New Hampshire, whose consultants sit between business leadership, data teams and technology. The firm aims to turn raw information into practical decisions. Its central idea is continuous intelligence, meaning insight that keeps flowing as circumstances change rather than arriving only in periodic reports. Work is organized around four areas of expertise: data, artificial intelligence, Internet of Things (IoT) solutions and enabling technology.

Data and Analytics

The data practice supplies the groundwork for advanced analytics and business intelligence, from scalable storage to warehouses built for speed. Offerings include:

• Modern analytics and business intelligence that bring out details lost when performance is viewed only from a distance
• Custom analytics, such as finding the best time of day for returning customers to buy add-ons
• Embedded analytics that make real-time data available to staff and customers alike
• Advanced data pipelines that automate collecting, reshaping and storing information from varied sources
• Modern data warehousing for needs that many older warehouses fail to meet
• Data lake and Delta Lake services for keeping collected data organized

Artificial Intelligence and Enabling Technology

In AI, Skylytics gathers suitable information and tunes models to a client's strategic goals. Published use cases cover customer segmentation, sentiment analysis with natural language processing, reducing churn, recommendation engines, conversational AI, converting call recordings to text for call-center review, fraud detection, predictive maintenance, supply chain risk, sales forecasting, object and defect detection, and document classification with text extraction. The firm also builds custom AI that enriches a client's own data with third-party sources.

Its enabling technology offerings include workflow automation that saves manual coding effort, time series analysis for finding outliers and patterns, image detection, knowledge graphs, natural language processing and large language models. One featured case study applies a knowledge graph in a graph database to manage business risk and reduce potential revenue leakage.

IoT Solutions

Skylytics helps customers pick the IoT device that fits their needs and then builds matching software. That software collects and analyzes data from connected equipment, offering historical, predictive and real-time views that can feed AI and machine learning tools. Typical data sources are manufacturing lines, occupancy sensors and instrument sensors. Solution areas include:

• Smart buildings and spaces
• Smart manufacturing
• Shared-office utilization
• The Internet of Medical Things for payers and providers
• Asset tracking
• Augmented reality
• The Losant Enterprise IoT Platform

Products, Industries and Approach

The company also offers its own products and packaged services, including Lytura, SenFusion and HyperCI. VEX? is a private generative AI accelerator that runs on a client's data inside its own environment, while V?ST automates evaluation of retrieval-augmented generation. Further items include an AI strategy and roadmap service, energy-harvesting technologies, SUSE Edge operational intelligence, a workplace contact tracing tool called Safercontact and a Zoho IoT platform.

Target industries are manufacturing and industrial, retail and commerce, finance, healthcare and wellness, and real estate investment trusts. Projects move through four stages: strategy, development, UI/UX and DevOps. Strategy draws on design-driven thinking and workshops, UI/UX work uses design sprints, development follows an agile method, and DevOps gives ongoing support, including new releases, for fully cloud-based solutions. Services also span data management, managed services and customer success.

Showcased work includes iOS and Android apps, custom analytics and a back-office portal created in partnership with the founder of Restless. The firm also helped a global IoT connectivity company launch an AI-powered platform, and it delivered UI/UX, web, IoT and analytics work for McClancy Foods, a maker of seasonings, breadings and coatings.