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How are you evaluating AI features in your ERP/CRM suites?
Vendors are bundling copilots into every suite. How are you deciding what to switch on, and how are you measuring value?
Evaluation guide
How to evaluate enterprise applications
This guide is for business and technology leaders replacing a CRM, ERP, HR or service management system, or consolidating several. It assumes the decision will shape how people work for years, and that finance, operations and IT all have to live with it.
In short
Use this guide to compare CRM, ERP, HR and service applications on what decides the outcome: fit with your processes without heavy customisation, access to your own data, integration, the real cost of AI features and add-ons, upgrade impact, implementation partner quality and renewal terms. Then shortlist three to five companies on Techarda and run demos on your own scenarios.
What’s changing in Enterprise Applications
Before you compare anyone, it helps to know what has shifted in the market, because it changes which questions matter.
AI agents are being built into the applications
Vendors are adding assistants and agents that draft, summarise and act inside their applications, often priced separately. The question is which tasks they actually complete on your data and processes.
Pricing is moving beyond seats
Charges per agent action, conversation or record are joining per-user pricing. That can match cost to use, and it makes budgets harder to forecast.
Vendors want a clean core
Vendors now urge customers to keep the core application close to standard and build extensions outside it, so upgrades stay manageable. That shifts work to integration and low-code platforms.
Access to your own data is a negotiation
Some vendors are tightening how other software, including AI tools, can reach data held in their applications. Access terms and API limits now belong in the contract discussion.
What to judge vendors on
Those shifts shape the criteria below. Each one says why it matters and what to ask, so you can take it straight into a vendor call.
| Criterion | Why it matters | What to ask vendors |
|---|---|---|
| 1Fit with your processes | Heavy customisation makes every upgrade harder and dearer. You should know which processes the product handles as standard and which would need change on one side or the other. | “Can you demonstrate our most important processes using our scenarios and data, and show which parts are standard, configured or custom?” |
| 2Access to your data and exit | Your customer, financial and employee data must stay usable by your other systems and recoverable if you leave. | “How can we reach all of our data through APIs or bulk export, what limits and charges apply, and in what format would we receive it at exit?” |
| 3Integration with your other systems | Business applications depend on each other. Fragile integrations become the main source of support work. | “Which of our systems have maintained integrations, who maintains them, and how do your upgrades affect them?” |
| 4AI features on your processes | Demos show assistants on clean sample data. The value depends on your data quality and on whether the agent can complete a task or only suggest one. | “Which AI features are included in our licence and which cost extra, and can we test them on our own data and processes during the evaluation?” |
| 5Upgrade impact | Cloud applications update on the vendor’s schedule. Every release needs testing against your configuration and integrations. | “How often do you release changes, how much notice do we get, and what tools help us test our configuration before each release?” |
| 6Implementation partner quality | Projects often succeed or fail on the implementation partner as much as on the software. | “Which partners have implemented this for organisations like ours in our region, and can we speak to those customers without you on the call?” |
| 7Total cost over the contract | Licences, add-ons, storage, test environments, integration tools and partner fees can make the first quote a fraction of the real cost. | “What will we pay in each year of the contract, including add-ons, storage, AI usage and the environments we need for testing?” |
| 8Renewal and contract terms | Once you depend on the application, your position at renewal is weaker. Protect it when you sign. | “What price protection do you offer at renewal, can we reduce users or modules during the term, and what help do you give at exit?” |
Trade-offs to settle early
No vendor does well on every criterion, and some pull against each other. Decide where you stand on these before the demos start, or the demos will decide for you.
One suite or best of breed
A suite gives one data model and fewer integrations. Specialist applications may fit particular functions better and need more integration work.
Adapt your processes or customise the product
Adopting the standard process keeps upgrades simple and may cost you something that sets you apart. Customise only where the process is genuinely your advantage.
Built-in AI or separate AI tools
AI built into the application has direct access to its data and workflows. Separate tools can work across applications and may run into access limits and extra integration.
Big-bang or phased rollout
Switching everything at once avoids running two systems and concentrates the risk. Phased rollouts are safer and keep temporary integrations alive for longer.
Large vendor or smaller specialist
Large vendors bring breadth, partner networks and longevity. Smaller vendors may be more responsive and flexible on terms, with less certainty about the long term.
Red flags
As the answers come back, watch for these. One on its own isn’t a deal breaker, but it deserves a follow-up question in writing.
- Demos that follow the vendor’s script rather than your scenarios.
- AI features shown in the demo that turn out to be licensed separately or still on the roadmap.
- API limits or charges that make it expensive to use your own data elsewhere.
- Implementation estimates given before any process discovery.
- References only from much larger organisations or from other regions.
- Large first-term discounts with no price protection at renewal.
Build your shortlist
Start with the processes that matter most, then use Techarda to narrow the field to three to five companies.
- Write down the three to five processes that matter most and the systems they touch, with real scenarios to use in demos.
- Keep companies whose standard product covers those processes for organisations of your size and industry.
- Include your current vendor if staying is a real option, so you test the cost of switching honestly.
- Read recent stories on Techarda for pricing changes, AI packaging and acquisitions, and add questions about them.
- Run scripted demos on your scenarios, check the practitioner questions below, then compare side by side.
Companies to consider in Enterprise Applications
Listed by recent activity on Techarda (what people are reading, following and discussing). The order says nothing about quality, market share or fit for your needs.
Latest Enterprise Applications stories
Once you have names, recent news is where pricing changes, acquisitions and outages show up first. These are the five newest stories in this category.
What practitioners are asking
News tells you what vendors announced. These open questions show what teams are still trying to work out, with the least-answered first.
Where evidence is thin
A shortlist is only as good as the evidence behind it, and ours is still growing category by category. Here is what’s missing in Enterprise Applications right now.
20 of 20 companies have no published reviews
If you’ve run one of these in production, a short review helps the next team decide. Reviews are moderated before they appear.
1 question with no answers yet
An answer from someone who has made the same decision is often more useful than any guide. Share what worked, what didn’t and what you’d check next time.
Answer a Enterprise Applications questionFrequently asked questions
What should I ask Enterprise Applications vendors about fit with your processes?
Heavy customisation makes every upgrade harder and dearer. You should know which processes the product handles as standard and which would need change on one side or the other. Ask: Can you demonstrate our most important processes using our scenarios and data, and show which parts are standard, configured or custom?
What should I ask Enterprise Applications vendors about access to your data and exit?
Your customer, financial and employee data must stay usable by your other systems and recoverable if you leave. Ask: How can we reach all of our data through APIs or bulk export, what limits and charges apply, and in what format would we receive it at exit?
What should I ask Enterprise Applications vendors about total cost over the contract?
Licences, add-ons, storage, test environments, integration tools and partner fees can make the first quote a fraction of the real cost. Ask: What will we pay in each year of the contract, including add-ons, storage, AI usage and the environments we need for testing?
What should I ask Enterprise Applications vendors about renewal and contract terms?
Once you depend on the application, your position at renewal is weaker. Protect it when you sign. Ask: What price protection do you offer at renewal, can we reduce users or modules during the term, and what help do you give at exit?
New to some of the terms in this guide? The glossary explains Enterprise resource planning (ERP), IT service management (ITSM) and Low-code platform.
This guide is written by Techarda editors to our editorial standards. No vendor paid to appear in it or saw it before publication. See our methodology, the trust dashboard or go back to the Enterprise Applications hub.