On March 12, 2026, Freshworks convened CX decision‑makers at Paris Opéra for a free conference featuring four masterclasses and a panel. The signal was clear: AI is no longer just a “Copilot that suggests replies.” We’re talking about agentic AI—systems that execute actions (triage, resolution, escalation, updates) with far less human intervention.
For an SME or an internal IT organisation, that promise is compelling: reduce cost per ticket without exploding headcount. But before you move fast, you must make disciplined tradeoffs: Copilot vs Agents, internal maturity, systems integration… and data governance.
The SME Opportunity
Freshworks brings concrete business signals: announced growth of 13% (constant currency) and already 8,000+ customers using its AI products. They also report tangible adoption on larger deals (roughly 50% Copilot adoption on deals > NULLk). Translation: this is no longer a lab experiment — it’s moving into production at organisations that matter.
For SMEs the upside is threefold:
- Process audits become rentable: the conference highlighted a recurring truth often ignored: AI won’t fix a poorly structured support operation. Conversely, on a helpdesk that already has basic structure (categories, SLAs, macros, knowledge base), gains can materialize quickly.
- Measurable improvements: lower load (simple tickets), higher productivity (assistants), and more consistent responses. The ROI is defensible if you measure before/after: first‑contact resolution, mean time to handle, backlog.
- Timing for 2026: if you’re building budgets for 2027, now is the time to define the trajectory (pilots, integrations, change management) — not the night before the next transformation plan.
Watchouts
Agentic AI brings benefits — and it introduces dependencies and hidden variables.
- Vendor lock‑in with Freshworks: if you tie support, ITSM, and automations to a single vendor, migrating later (Freshdesk/Freshservice to a competitor) can be expensive: data migration, workflow redesign, and team retraining.
- Hidden LLM costs: Freshworks says it monitors LLM costs. Even if pricing is largely “per seat” rather than pure usage billing, your AI economics depend on usage intensity. Scrutinize clauses, options, tiers, quotas, and what’s “included” vs “premium.” Product pricing: not disclosed in the available sources.
- Team adoption is priority #1: the conference underscored this: without training, usage rules, and change management, AI is either a button nobody presses or a tool everyone misuses.
- Systems integration: CRM, billing, e‑commerce, internal tools… the “ideal” demo workflows rarely flow in production. An integration audit prevents stacking another tool that doesn’t talk to the rest of your stack.
The Compliance Angle
Data is central. Freshworks is based in the United States (San Mateo, California), and the public materials don’t emphasise an EU sovereign hosting strategy. For a European or Swiss SME this means you must verify—in writing—several items:
- GDPR / nLPD: data residency, subprocessors, transfers, security measures, retention periods, and support conditions (admin access, logs).
- AI Act: depending on the use cases (Copilot/agents in impactful processes), you’ll need to document system behaviour, retain audit trails, and be able to justify automated decisions. This isn’t optional paperwork — it’s insurance against regulatory surprises.
If you have sovereignty constraints, consider alternative architectures or complementary components hosted with providers such as Infomaniak, Exoscale, Hidora, OVHcloud, based on how critical your data is.
Conclusion & Cohesium Support
Freshworks is right on one point: 2026 is the year to decide what to automate and how far to go. But the right approach for an SME isn’t “buy an AI agent” — it’s to secure the full chain (process, data, integrations) before scaling.
Rather than patching things together, Cohesium AI can support you with:
- AI tradeoff audits (Copilot vs AI Agents) aligned to your maturity, ticket volumes, and roadmap,
- Data mapping + GDPR/nLPD audit and a risk assessment for using a US vendor,
- Systems integration plan (CRM/ticketing/workflows) and complementary automations via n8n or Make,
- RAG for your customer knowledge (more accurate answers, fewer hallucinations) integrated into your Copilot.
Contact us to discuss a custom integration or a strategic audit tailored to your business and compliance needs.