Finance teams today are experiencing growing complexity. Faster closes, more frequent planning cycles. The CFO Office now demands sharper and faster insights, all while having to work with leaner terms. And when it comes to Planning, recent statistics indicate that only 25% of FP&A efforts are dedicated to value-added analysis, leaving little room for strategic planning. The digital transformation and transformative power of AI are no longer buzzwords. It is now an essential part of the CPM roadmap.
Artificial Intelligence (AI) offers a compelling solution. But in finance, not all AI is equal. Generic tools often fall short—lacking context, transparency, and security. That’s where OneStream SensibleAI™ changes the game. Their AI offering is purpose-built for FP&A and is a paradigm shift in leveraging AI for finance professionals.
SensibleAI™ is a suite of purpose-built AI solutions embedded within the OneStream platform. It combines automation, explainable insights, and foresight, empowering finance professionals to work faster, smarter, and more confidently.
Why Finance Needs SensibleAI™
While general-purpose AI tools like ChatGPT have made waves, they often fall short in enterprise finance. These tools can misinterpret financial terminology, lack real-time data access, and deliver opaque results that erode trust. For example, they might confuse “forecast” with “scenario,” or fail to respect the dimensional structures that underpin financial models.
Moreover, generic AI agents typically operate outside the secure boundaries of enterprise platforms, raising concerns about data governance and auditability. They are not designed to understand the nuances of financial hierarchies, reporting logic, or business-specific workflows.
The SensibleAI™ Difference
OneStream SensibleAI™ addresses these gaps by offering:
- Purpose-Built for Finance
Understands hierarchies, terminology, and compliance standards with full auditability.
- Contextualised with Your Data
Works directly with governed financial data and metadata models—always accurate and secure.
- Embeds Your Business Logic
Adapts to your unique processes and terminology while analysing both structured and unstructured data.
- Unified Experience
No handoffs, no external tools—everything runs inside OneStream.
OneStream SensibleAI™: An Integrated Suite of AI Solutions
OneStream SensibleAI™ is not a single tool—it is an ecosystem. It includes:
Finance AI
Powered by SensibleAI™
FORECAST
Time-Series ML Forecasting
STUDIO
Infuse AI In Every Workflow
AGENTS
Digital Assistants
Trusted, secure, and unified AI capabilities in the OneStream platform – no extra tools
Each component is designed to address specific challenges in finance, from enhancing forecast accuracy to automating repetitive tasks and uncovering hidden insights.
SensibleAI™ Forecast
Forecasting is one of the most critical and challenging tasks in finance. SensibleAI™ Forecast transforms this process by using AutoML to run over 25 algorithms in parallel, selecting the best fit for each prediction target. This means no manual tuning, no coding, and no guesswork.
It also includes a Model Arena, where finance teams can compare models side by side, and a Feature & Event Library that incorporates external data, such as GDP, weather, and holidays, to enrich predictions.
What sets it apart is its explainability. OneStream is one of the few AI tools that has full transparency on how models are built up—opening up the black box of Machine Learning. Every forecast comes with a “tug-of-war” chart showing how different drivers push or pull the prediction, along with a GenAI-generated narrative that explains the outcome in plain language.
And because it is embedded in planning workflows, teams can run scenario analyses—like testing the impact of a promotion in April vs. May—and instantly see the financial implications.
Real-World Impact:
- 24% better forecast accuracy
- 86% less effort
- Trusted by global brands across industries.
With SensibleAI™, finance professionals own the entire forecasting process—from data ingestion and quality checks to model building and consumption. This ensures forecasts are accurate, transparent, and explainable at scale across hundreds or even thousands of line items.
SensibleAI™ further strengthens accuracy by incorporating external drivers, such as weather patterns and macroeconomic factors. At the core of this is the Model Arena—a groundbreaking concept that automatically selects the most performant model for each forecasted line item.
Unlike a one-size-fits-all method that applies the same model across every forecast, the Model Arena selects the best fit for each product and location, delivering forecasts that capture the unique characteristics of each case with greater accuracy and relevance.
SensibleAI™ Studio
Studio is the AI engine room of OneStream. It is a low-code environment where finance teams can deploy turnkey solutions or build custom routines using a library of over 30 AI modules.
AI Time Series Anomaly Detection
Automatically detect time series deviations and cleanse historical data to power accurate, ML-ready forecasts.
SensibleAI™ Studio Routines Enable:
- Anomaly Detection (e.g., Z-score, ARIMA)
Detects unusual patterns or deviations in time-series data to flag potential errors or unexpected business events. - Regression Modelling (e.g., Linear, XGBoost)
Predicts continuous outcomes like revenue or cost drivers by analysing relationships between variables. - Clustering and Classification
Groups similar data points (e.g., customer segments) or flags specific conditions (e.g., invoice exceptions) based on historical patterns. - Natural Language to SQL Conversion
Translates plain-language questions into SQL queries, allowing users to explore data without technical expertise. - Cold Start Forecasting for New Line Items
Generates forecasts for items with no historical data by leveraging patterns from similar existing data.
Studio empowers finance teams to scale AI across processes such as close, forecasting, and reporting—without requiring external data science tools.
SensibleAI™ Agents
Imagine having digital teammates who can answer questions, analyse documents, and surface insights—all in natural language. That’s what SensibleAI™ Agents deliver.
Meet the Agents:
- Finance Analyst: Queries financial models and generates cube views based on natural language input.
- Search: Retrieves answers from documents with full source transparency.
- Deep Analysis: Scans thousands of documents to extract structured insights from unstructured data.
These agents are embedded within OneStream, ensuring secure, governed access to data. They democratise financial insight, enabling even non-technical users to become data super-users.
Key Benefits:
- Reduce Technical Burden
By embedding AI directly into OneStream, SensibleAI™ Agents eliminate the need for separate tools and custom-built integrations—helping organisations avoid accumulating technical debt and simplifying long-term maintenance. - Boost Efficiency
Agents automate repetitive tasks and streamline data retrieval, enabling finance teams to complete work faster and focus on strategic analysis. - Improve Effectiveness
With fast, accurate, and explainable insights, teams can make better decisions that drive measurable business impact. - Mitigate Risk
Operating within OneStream’s secure and governed environment, agents ensure data integrity, auditability, and compliance, thereby reducing the risk of errors and oversight.
Supporting Tools: Genesis and the SensibleAI™ Library
While SensibleAI™ Forecast, Studio, and Agents form the core of OneStream’s AI capabilities, two supporting tools—OneStream Genesis and the SensibleAI™ Library—play a critical role in accelerating deployment, usability, and scalability across finance teams.
OneStream Genesis
Genesis is OneStream’s no-code configuration engine that powers the deployment of SensibleAI™ solutions. It enables users to build, modify, and launch AI-powered workflows using click-to-configure interfaces and live content blocks, without requiring code or external developers.
Genesis is designed to:
- Accelerate time-to-value by enabling fast deployment of AI routines and solutions.
- Simplify customisation through reusable blocks that can be dragged and dropped into workflows.
- Ensure consistency and governance by embedding AI directly into OneStream’s unified platform.
Genesis ensures that AI solutions are not only powerful but also accessible, scalable, and aligned with your organisation’s standards.
SensibleAI™ Library
The SensibleAI™ Library is a curated collection of pre-built AI models and routines designed specifically for finance use cases. These models are ready to deploy and cover a wide range of functions, including:
- Forecasting: Time-series models tailored to revenue, demand, and cost projections.
- Account Reconciliations: AI routines that detect and prioritise exceptions to speed up the close process.
- Variance Analysis: Tools that explain deviations between actuals and budget with driver-based insights.
- Scenario Planning: Models that simulate financial outcomes based on changing assumptions.
What makes the SensibleAI™ Library especially powerful is its plug-and-play nature. Instead of starting from scratch, finance teams can select a model from the Library, deploy it within their OneStream environment, and begin generating insights in a matter of days.
The Library works in tandem with the broader SensibleAI™ framework, providing ready-to-use content that powers Forecast, Studio, and Agents. This seamless integration ensures that teams can scale AI adoption quickly while maintaining consistency and control across their workflows.
Leading Finance with Foresight
OneStream SensibleAI™ is more than a technology—it is a strategic enabler. By embedding AI into finance workflows, finance teams can move from reactive reporting to proactive decision-making. The models are explainable, the architecture is secure, and the design is built specifically for finance.
Whether it is forecasting, reconciliations, or contract analysis, SensibleAI™ sets a new standard for finance by helping teams move faster and smarter with greater confidence.
Ready to Transform Finance with AI?
As AI evolves, its impact on Enterprise Finance grows stronger. It reshapes traditional practices and opens new opportunities for growth and innovation. From predictive analytics to process automation and risk management, AI empowers finance teams to tackle complex challenges with confidence and agility.
OneStream is a leader in applying SensibleAI™ to the Office of Finance, delivering faster value and greater accuracy across a wide range of forecasting and operational use cases. As an established Diamond partner with 250+ successful OneStream projects, AMCO Solutions is at the forefront of delivering these next-generation tools to customers. With 18+ years of experience, we help finance teams turn innovation into results that matter.
Reach out to our team and start shaping the future of finance today.
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