Decision intelligence is one of the most formidable tools available to businesses today. Companies that understand how to harness data, analytics, and artificial intelligence can combine human judgment and oversight with machine learning via a decision intelligence platform. Users can make fast and accurate rules-based decisions – within a regulatory or compliance framework – and in alignment with strategic goals. Businesses can tap into a mass of data – far more than humans could ever process – and remain competitive in a constantly evolving commercial ecosystem.
Next generation BRE/BRMS (Business Rules Engine) and Business Rules Management Systems) platforms are key to enabling real-time decision intelligence. They go beyond basic rules execution to provide real-time logic, combining artificial intelligence and decision making, and meeting compliance requirements and traceability gaps. The very best modern decision technologies can significantly empower business users and free up valuable resources.
This article provides a quick and convenient comparison of six of the leading decision intelligence platforms, evaluating their performance across a number of key criteria and enabling businesses to identify which platforms best match their unique needs.
What to Look For in a Modern Decision Intelligence Platform
- Low-code/nocode rule creation & businessuser access
- Realtime API performance (sub100 ms)
- Full versioning & audit trails
- Hybrid cloud or onpremise deployment options
- AI/ML model integration with rule logic
- AI-assisted rule authoring and ML model integration within rule logic.
- Consider platform costs and training requirements
6 Top Platforms Decision-Making Platforms Compared
1. DecisionRules
DecisionRules is a top-tier decision intelligence platform whose developer-friendly API architecture combines with a business-friendly visual interface to offer the single best choice for enterprise-level users and development teams in finance, lending, underwriting, and other highly competitive and compliance-heavy sectors. DecisionRules.io brings a high level of agility and fresh thinking and is focused on disrupting the market. It currently has over 200enterprise clients around the world.
The technologies and capabilities that make DecisionRules.io a market leader include an intuitive low-code/no-code business rules engine with sub-100ms execution, (proven in production deployments), full BI API logging for auditability, and a compliance-friendly cloud hybrid or on-prem deployment flexibility. The platform also brings users full versioning and audit trails, scalability up to enterprise-grade performance, and the ability to update business rules without recourse to IT or other delays. There is also an AI assistant that helps authors design lower complexity decisions. Overall, DecisionRules helps enterprises – and smaller businesses – in sectors like finance, insurance, ecommerce, and lending to achieve fast, compliant, and scalable decision automation without developer bottlenecks.
DecisionRules.io is valued for its simple and user-friendly low-code/no-code approach and its overall speed, transparency, and reliability. Inevitably, there are some minor drawbacks, and these include a learning curve for users who require large-scale orchestration, and the platform would benefit from additional pre-built industry-specific templates. However, its clear versioning, role-based governance, and BI-ready logs set a benchmark for transparency
2. InRule
InRule is a legacy enterprise BRMS with strong governance features that can be useful for large organizations with high volume, compliance-heavy workloads. The technologies and features that InRule provides are geared towards sectors like healthcare and government that operate within a demanding regulatory framework.
As you’d expect, InRule delivers a complex rule logic, handily backed up by a visual rule builder. The system is designed for business analysts and users without a deep technical background, and the UX is above average. There is also a capacity for machine learning and automation. Generally, InRule is well-known within its market niche, and any significant glitches or defects were ironed out years ago.
One issue with InRule is pricing. The platform is designed primarily for large organizations with big budgets and is not necessarily a match for smaller companies. Some users report that the UI experience is below average – even for a legacy platform. There is also a learning curve that some users may find intimidating.
3. Decisions
Decisions.com is a powerful tool (albeit one with some limitations) for companies that need more advanced workflows, business rules, and process automation that goes beyond basic decision logic.
The platform technologies are not cutting-edge but are certainly adequate and come with a good selection of visual orchestration tools. Decisions.com users can implement full testing, simulation, and validation, and process mining allows convenient business optimization. Advanced users can access a deep and flexible feature set, and the coding requirements are basically low. There is also an option for artificial intelligence-enhanced decision-making.
Decisions.com is a sophisticated platform for large (enterprise-level) organizations. Smaller teams without technical resources may be put off by the complicated user interface and significantly steeper onboarding process.
4. FlexRule
FlexRule skilfully combines process and analytics in a single platform. It is a useful customer-centric decision tool for businesses in sectors like healthcare, finance, and energy that require a versatile bundle of features in a single platform.
The advantages of FlexRule lie in its suitability for compliance-focused decision-making and almost intuitive situational awareness in regulated sectors. Processes are optimized by integrating machine learning and good-quality analytics integration.
FlexRule has invested in a suite of online learning resources, which will be required by most clients. The platform has considerable potential in the hands of skilled users, but newcomers may struggle with a very real learning curve. There are also a lot of features that will be irrelevant or redundant for the average business user.
5. Drools
Drools (Red Hat Decision Manager) offers excellent custom logic and a wide range of integrations. But users should be aware that the open-source rule engine requires an experienced development team to implement and operate. If you have those resources, Drools can function as a flexible and powerful decision intelligence tool.
Businesses that operate Drools usually stick with it because its open-source resources allow the development of tailored solutions customized directly to their individual needs. The full workflow automation is a useful benefit for large enterprises whose developers can also access the AI-driven enterprise platform.
Drools has been around for years (it was one of the first decision rules technologies), and there is plenty of support for developers. Drools is not a viable option for the average business user. In terms of technical requirements, it really is light years away from a straightforward plug-and-play decision rules platform.
6. Taktile
Taktile is a modern and extremely agile UI-focused decision engine for fintechs and similar high-tech businesses. The agile deployment makes Taktile a potentially good choice for startups and scaleups. The platform may be fairly basic, but that’s not necessarily a bad compromise for users who prioritize affordable functionality.
One thing that is impressive about Taktile is its flexible visual interfaces and well-designed UI. It’s relatively easy to devise complex workflows via an AI copilot, backed up by AI-powered decision-making. There is currently 100% cloud infrastructure, which won’t please all users, but the system does provide customer workload separation to enable safe infrastructure code use.
Taktile is a good, cloud-native system, but its focus on agility makes it best suited for fintechs and scaleups rather than large, highly regulated enterprises. Larger enterprises will find that Taktile doesn’t provide the features that they need for growth, while businesses in regulated industries will find that it lacks the governance tools that they depend on to achieve compliance.
Compare Top Business Rules Engines at a Glance
The Best Choice for Real-Time Decisioning
Decision intelligence is a strategic differentiator and a necessity for businesses that plan to grow in a competitive ecosystem. The featured platforms in this article each offer powerful features and capabilities, from no-code/low-code rule engines to sub-100 ms execution speeds, flexible deployment options, and compliance-ready features. The right choice depends on your team’s priorities, technical needs, and industry.
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