Most EPM vendor demos look convincing. Clean dashboards. Smooth workflows. A clear implementation plan... And a promise that this time will be simpler than the last. But a good demo does not tell you whether the platform will create value once it is live, or whether the business will actually use it. That requires a different set of questions. 1. Functional fit Can the business adapt planning logic, scenarios and assumptions themselves, or will every change require IT or vendor support? 2. Technical capabilities Can the platform integrate reliable actuals from ERP, HRIS and other core systems without manual reconciliation? And does it meet data protection, security and audit requirements from the start? 3. Cost and value What is the full cost, including integration, administration, licences, training and change effort? And will the business case still hold as the organisation scales? 4. Vendor and support What do comparable companies say about the vendor after implementation, not just during selection? And is the support model strong enough for the complexity of your organisation? 5. Implementation and adoption How much real team effort is needed to reach a useful first forecast? And will budget owners plan directly in the tool, or will finance still collect inputs offline? Once the criteria are clear, the selection process matters just as much: • Define the requirements before engaging vendors Align internally on the business problems the platform must solve. • Compare a real shortlist Assess options against agreed criteria, not preference, familiarity or demo quality. • Test with your own data Validate planning logic, integrations, reporting and user experience in your actual context. • Secure leadership commitment before signing Adoption depends on decisions, ownership and behaviours, not only configuration. The best EPM platform is not the one with the strongest demo. It is the one that fits your planning ambition, data reality and ability to change. Which of these questions would your current platform struggle to answer? P.S. This lens is part of our broader FP&A software selection framework. Happy to share the full guide if useful for a selection you are running.
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I've spoken to 300+ SMB leaders who've spent millions on IT partners and end up with broken promises. Ask 3 questions to find one that creates real impact: 1) Do they manage outcomes in addition to supplying talent? Most tech partners follow a basic 'talent outsourcing' model: - Ask a few questions about your needs - Source talent that matches - Hand them over to you to manage There are a couple problems with this approach: → Worst Case: You're left with a developer-only team → Best Case: You get a diverse team but lack the technical background to manage them (This applies unless you're a management savvy CTO.) Talented developers and designers need strategic leadership to build successful software projects. Make sure your tech partner provides said leadership and holds themselves accountable for the final solution. 2) Do they have UX expertise or a design studio? Design is often the most overlooked aspect of software development. An intuitive, user-friendly design - Simplifies complex features - Guides users to solutions quickly It's just as important as making sure the software gets the job done. So, look for an IT partner with proven UX capabilities or a dedicated design team. They should follow a structured process, like: - Conducting user research & interviews - Detailed discovery workshops - Defining user personas - Creating user flows - Wireframing, prototyping, and testing (This is our method at @Incepteo.) Writing code should NOT start before finalizing design to avoid re-coding or re-designing. Last but not least: 3) Do they provide CTO advisory? The Project Manager is usually responsible for the software's timeline, budget and scope – but having a CTO prevents you from facing many potential roadblocks. They: - Spearhead strategy and implementation - Review the software's design and structure - Share on the dos and don'ts based on past experience The best part is: they don't need to be present full-time. 1 hour of CTO advisory per month is enough to help most businesses move in the right direction. — If your company's investing time and money into a solution, make sure your partner provides the talent, design, and advisory for you to succeed. Ask these questions on the vendor selection call to see if they could be a fit. And, if you're tired of failed projects and ineffective solutions, send me a message on LinkedIn so we can chat about your requirements and needs. (We answer YES to all 3 questions 😄)
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A system needs data from Salesforce. The common response is: “Let’s call the API.” But architecture begins with a better question: What integration pattern does this requirement actually need? 1️⃣ Request–Response (Synchronous) System calls Salesforce. Salesforce responds immediately. Used when: Immediate confirmation is required UI depends on real-time data Transaction must complete end-to-end Risk: Tight coupling Timeouts under load Platform limits directly impact UX 2️⃣ Fire-and-Forget (Event-Driven) Salesforce publishes an event. Another system reacts later. Used when: Real-time response is not required Systems must remain loosely coupled Scalability is important Risk: Event ordering issues Monitoring complexity 3️⃣ Batch / Scheduled Integration Data moves in chunks. On a schedule. Used when: Large data volumes exist Near-real-time isn’t required Throughput > immediacy Risk: Delayed consistency Conflict resolution challenges 👉 Architectural Insight: The wrong integration pattern creates: API limit exhaustion Data inconsistency Performance degradation Hidden coupling between systems The right pattern reduces: Platform pressure Failure propagation Scaling risk Salesforce is not just an API provider. It’s a participant in distributed system design. 💬 Have you ever seen a synchronous integration that should have been event-driven? #Salesforce #IntegrationArchitecture #EnterpriseArchitecture #PlatformEngineering #APIDesign #SolutionArchitecture
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Today, B2B SaaS products perform impressively in isolation, providing functionality, efficiency and productivity gains. But they don’t play well with others. Vendors know they need to offer a wide set of native integrations, but that’s getting harder to achieve. As the B2B tech stack swells (the average business uses 371 SaaS apps), the number of integrations vendors need to build is skyrocketing. In the coming decade, this problem will increase even further as B2B software will operate across thousands of highly specialized applications. These systems won’t just coexist, they’ll need to interoperate in real time, across dynamic, evolving workflows. Current SaaS architectures struggle with integration complexity. Fragmented stacks, ad hoc APIs, and manual workarounds introduce bottlenecks at scale. To fully unlock the value of SaaS, vendors require infrastructure that abstracts the burden of bespoke integration development. Legacy solutions fall short: Embedded iPaaS enables point-to-point connectivity but lacks scalability and maintainability. Unified APIs offer abstraction, but constrain customization and depth of integration due to rigid schemas. What’s needed is a universal, API-agnostic integration layer, one that enables composable, reusable logic across heterogeneous systems at scale with hundreds of apps. At Integration App, we’re building exactly that. Our platform introduces a standardized integration framework that decouples integration logic from underlying APIs. Using AI, we generate adaptive, app- and tenant-specific implementations, allowing developers to build complex, multi-surface integrations with minimal overhead. This architecture dramatically reduces time-to-integration, supports scalable extensibility, and aligns with modern expectations for one-click deployments and dynamic orchestration. SaaS value is shifting from standalone features to ecosystem interoperability. The next generation of platforms will be defined by how well they connect.
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Healthcare systems that don't talk to each other are quietly costing lives. A single breakthrough doesn't start real change in modern medicine. Real change starts when technology enables different systems to talk to each other without issues. A strong network is at the heart of Healthcare IT Integration. It includes: ✅ Electronic Health Records ✅ Laboratory & Radiology Information Systems ✅ Hospital & Pharmacy Management Tools When technologies like HL7 messaging, FHIR APIs, DICOM standards, and interface engines bring these platforms together, they stop being separate tools and become an intelligent, connected care ecosystem. The effect can be felt at every step of the patient's journey: faster registration and clinical documentation, sharing of lab results and imaging data in real time, and simpler billing and compliance processes. But integration without security is a risk. Encryption, authentication, access controls, and following the rules are not optional. They are what make patients trust you. And when it's done right? The options grow a lot: 💡 Healthcare networks that work together 💡 AI-powered clinical decision support 💡 Telemedicine that can grow and predictive analytics for population health The future of healthcare won't be based on the most advanced technology by itself, but on how well these technologies work together.
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A BESS container is not a battery system. It is an integrated engineering ecosystem where electrical, thermal, mechanical, and digital layers must operate as one controlled structure. Most failures in utility-scale storage are not caused by cells. They are caused by poor system integration. Inside a modern BESS, every subsystem has a critical role: PCS (Power Conversion System) Handles AC ↔ DC conversion and grid interaction. It is the direct interface between energy storage and the electrical network. EMS (Energy Management System) Controls dispatch strategy, optimization, forecasting, and system-level decision making. BMS (Battery Management System) Protects and monitors the electrochemical system: cell voltage, temperature, SOC, SOH, and fault detection. HVAC Maintains thermal stability across battery racks. Thermal imbalance directly reduces cycle life and increases degradation. Fire Suppression System Detects and mitigates thermal runaway risks before propagation occurs. DC Combiner Aggregates and distributes DC power with protection, isolation, and fault management. Rack Architecture Defines mechanical layout, airflow behavior, maintenance access, and thermal distribution. Protection Systems Includes breakers, fuses, ground fault detection, isolation monitoring, and arc protection. The key engineering truth: Each subsystem is dependent on the others. A weak link anywhere in the chain affects the entire system: HVAC failure accelerates degradation BMS delay destabilizes PCS operation Poor protection coordination escalates minor faults into full system shutdowns This is why BESS design is no longer just about batteries or power electronics. It is about system integration engineering. The real challenge is not building energy storage. It is making all subsystems behave as one stable, safe, and optimized power plant. #BESS #EnergyStorage #BatteryEnergyStorage #PCS #EMS #BMS #ElectricalEngineering #PowerSystems #RenewableEnergy #GridStability #SystemIntegration #EnergyTransition #UtilityScaleStorage #PowerElectronics
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Most companies pick AI vendors the wrong way. They get dazzled by demos and impressive feature lists. Then wonder why implementation fails. The decision tree that prevents vendor disasters: Decision Point 1: Does this solve a specific business problem? → YES: Continue to next decision → NO: Stop. Find your problem first, then find vendors. Decision Point 2: Can you measure success in 90 days? → YES: Continue to next decision → NO: Break project into smaller, measurable pieces. Decision Point 3: Do they have customers like you? → YES: Continue to next decision → NO: You'll be their expensive experiment. → Choose different vendor. Decision Point 4: Can you integrate without IT overhaul? → YES: Continue to next decision → NO: Factor 6-12 months additional timeline and budget. Decision Point 5: Do they offer pilot/trial period? → YES: Continue to next decision → NO: Red flag. → No trial means they're not confident in fit. Decision Point 6: Is pricing transparent and predictable? → YES: Continue to next decision → NO: Budget will explode. → Get fixed-price commitment first. Decision Point 7: Can they explain how their AI actually works? → YES: Continue to vendor selection → NO: Black box AI creates compliance and trust issues. Final Decision: Does this vendor pass all 7 checkpoints? → YES: Move to contract negotiation → NO: Keep looking. → Partial fits become expensive failures. The companies getting vendor selection right: Use this decision tree before demos, not after. Eliminate 80% of vendors without wasting time on sales calls. Focus energy on the 2-3 vendors that actually fit. The companies getting it wrong: Start with features, end with problems. Pick vendors that sound impressive in meetings. Realize after signing contracts that integration is impossible. Your vendor decision determines your AI success. Choose based on fit, not features. Which decision point eliminates most vendors for you? Found this helpful? Follow Arturo Ferreira and repost.
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Is your RFP Process designed for procurement or for true GCC execution? Let's talk about why enterprises pick GCC vendors the wrong way and don't realize it until they're already many months in. A strong proposal tells you what a vendor wants you to believe about them. It tells you almost nothing about how they perform when a hiring ramp misses, a regulatory environment shifts, or Day 1 is three weeks away, and the IT infrastructure isn't ready. Across 300-plus enterprise GCC programs, we've found that vendor performance comes down to three dimensions that most selection processes never evaluate: → Speed to Value. This is how quickly they produce a result that actually moves the program forward. Time to first hire, time to operational readiness, time to first SLA-level delivery. These numbers tell you whether a vendor can execute, not just mobilize. → Execution Resilience. Ask for specific examples of how they navigated a ramp failure, a regulatory change, or a key leader departure mid-program. If the answer is polished and generic, that's your signal. Resilience is a pattern of behavior under pressure, not a claim in a proposal. → Governance Integration. The vendors that create the most problems aren't always the ones that underperform. They're the ones that operate in a parallel accountability structure that slowly disconnects from the enterprise's. Evaluate whether their governance cadence is designed to integrate with your program or operate independently of it. The vendor selection decision is one of the highest-leverage moments in a GCC build. It deserves intelligence, not intuition. What dimension does your organization evaluate least rigorously before signing? --- I'm Atul Vashistha, Founder & CEO of Aokah. We help enterprise leaders build, scale, and govern Global Capability Centers, without surprises. If you're navigating global execution challenges, let's connect. #GCC #VendorSelection #EnterpriseLeadership #AOKAH
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In 1906, Italian sociologist and economist Vilfredo Pareto wrote about the law of the vital few (and the principle of factor sparsity) in his first work, Cours d'économie politique. Pareto showed that approximately 80% of the land in the Kingdom of Italy was owned by 20% of the population. Channel professionals know that "our" Pareto principle is closer to 90:10 or even 95:5. With a small amount of great partners driving the majority of a vendors business. One of the more shocking conclusions that came from our Omdia Global Partner 1000 work is that the top 30 partners in the world deliver more tech services than the next 970 combined. The 970 partners, in turn, do more tech services than the next 1 million partners combined. --> We are estimating that close to 80% of the AI-era TAM today is influenced by these top partners. Are we moving our Pareto principle up to 99.9:0.1 over the next few years? Our obsession with this continues to grow and we have a dedicated team of brilliant analysts led by Sebastian Wilke and Peter Bryant who wake up everyday to solve this "top down" Global Systems Integrators (GSIs) and Regional Systems Integrators (RSIs) puzzle. First, the numbers: The system integration market will be at the forefront of enterprise AI transformation, reaching $995 billion in 2026, surpassing $1 trillion next year, and growing to $1.36 trillion by 2031 at a 6.5% CAGR. Three-quarters of this TAM will be driven by Global Systems Integrators (GSIs), with the remainder delivered by highly specialized Regional Systems Integrators (RSIs), who are expected to outgrow GSIs during the 2020s. The top 15 GSIs account for 39% of total TAM, Accenture leading the pack, followed by Deloitte, Tata Consultancy Services, NTT DATA and PwC. Second, the insights: --> Efficiency-driven expansion will fuel growth as GSIs shift their business models toward precise, outcome-focused delivery and pricing --> M&A activity will intensify as GSIs and RSIs compete to position themselves as key ecosystem orchestrators. Despite aggressive acquisition strategies, the top 15 GSIs have lost market share over the past 24 months, a trend forecasted to continue --> The structural realignment of the market has moved away from global volume models, with integrators adapting their services to meet customer demand and embracing productized value models Finally, looking ahead: --> Customer spend on cloud services is set to reach parity with AI services by 2028 --> Industry verticals such as manufacturing, life sciences, energy, and regulated industries like financial services will anchor revenue growth, driven by AI’s ubiquity and increasing IT budgets --> APAC is forecasted to be the fastest-growing geo through 2031, fueled by record industrialization and sovereign digital transformations GSIs are not limited to tech/telco services. Their depth in FinOps, supply chain, business consulting, and lines of business make them a powerhouse of influence.
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Call their support line. Tonight. At 8pm on a Friday. What happens in the next 10 minutes will tell you everything about the contract you're about to sign. In 30 years of conversations with restaurant operators, I have never once heard this: "Our system crashed on a slow Tuesday afternoon." It's always Friday night. The Saturday private event. The holiday rush. The moment your dining room is at 110% capacity and there is a line out the door. That's when everything breaks. And I've watched operators sit on hold for 20, 25 minutes — while servers panic, the kitchen stalls, and the dining room starts to figure out something is wrong. A POS going down on a busy Friday night costs you $3,000 to $5,000. In a single night. That's not a tech problem. That's a vendor selection problem. You didn't buy bad software. You bought from a company that optimized their sales pitch — not their support. Before you sign, ask these 6 questions: 1. What are your average hold times — show me the data, not the talking points (most vendors don't track this because they don't want you to know) (CBS NorthStar is 35 Seconds) 2. Is 24/7/365 live phone support standard, or only for "critical emergencies"? (find out how they define "critical" — it matters at 9pm Saturday) 3. Is the person answering hospitality-trained, or a generic help desk rep? (someone who's never worked a dinner rush doesn't understand your urgency) 4. What's your SLA for a full system outage during peak hours? (vague answers here are your answer) 5. Can my floor manager call directly, or does everything route through IT? (every minute of friction is revenue walking out the door) 6. If you can't resolve it remotely in 15 minutes, what happens next? (the vendors who hesitate here have never had a real escalation plan) Most vendors will fumble three of these. The right one answers all six without blinking. (Our average answer time is 35–40 seconds. Any call. Any hour. 365 days a year. We built it that way because we knew what Friday nights feel like.) Support isn't a feature. It's insurance. And just like insurance — you only find out what you actually bought when everything is on fire. Comment FRIDAY and I'll send you the Vendor Accountability Scorecard. 15 questions. Red/yellow/green scoring. The exact script to use when you call their support line tonight. Run it before your next demo. You'll never sign a POS contract blind again.