01
Service Resolution
For well-defined case types (order status, returns within policy), the agent reads the case, retrieves data, executes the resolution, and documents everything. Humans inherit only the exceptions.
IMS SaigonAgentic CRM: Deploying AI Agents for Sales and Service
Deploy autonomous AI agents that handle lead qualification, scheduling, and customer support tier-1 resolution.
- agentic CRM
- AI sales agents
- AI customer service
What Agents Do Today
The production-ready agentic patterns, ranked by how often they pay off:
02
Lead Qualification & Routing
Inbound leads are enriched, scored against your model, and routed to the right seller with a prepared brief — or nurtured automatically. No lead ages over the weekend.
03
Pipeline Hygiene
The agent notices stale opportunities, missing next steps, and close dates in the past — and acts: drafts the follow-up, books the review slot, updates the forecast category.
04
Collections & Document Chasing
Polite, persistent, policy-bound follow-up for overdue invoices or missing onboarding documents — the highest-ROI boring work in most back offices.
The Trust Architecture
Autonomy without engineering discipline is how AI programs end up in the press. Our agent reference design builds trust in layers.
Policy Engine is Code
"Refunds up to €200, never on disputed orders" is enforced deterministically at the tool layer. The LLM proposes; policy disposes. Prompts are guidance; guardrails are law.
Tools are Governed APIs
Agents act only through the same permissioned APIs as any integration — inheriting authentication, rate limits, and audit. No agent ever touches a database directly.
Escalation is a Feature
The handover package — what the agent understood, tried, and why it stopped — is the design artifact that makes human colleagues trust the system. We invest deeply in the escalation UX.
Evaluation Closes the Loop
Every resolution is scored, and thresholds for autonomy are tuned on evidence. Autonomy is earned per action type, with real performance data.
A Graduated Rollout
A rollout model that survives contact with reality:
- 1Phase 1 · 2-4 weeks
Shadow
The agent proposes; humans do the work; proposals are scored silently. You learn its real accuracy before customers ever meet it.
- 2Phase 2 · In the loop
Human-Approved
The agent executes after one-click approval. Cycle time drops; risk stays near zero; trust data accumulates.
- 3Phase 3 · Earned trust
Bounded Autonomy
Action types with proven accuracy go autonomous within policy limits — starting narrow and widening on evidence.
- 4Phase 4 · Continuous
Portfolio Scale
An agent catalog with owners, authority definitions, and quarterly evaluation reviews — managed like team members.
Platform Notes
Salesforce Agentforce and Microsoft Copilot Studio are the fastest routes to agents living natively in CRM workflows — and our default starting point. We add custom orchestration layers when agents need cross-system authority (CRM + ERP + logistics), when policy complexity exceeds what vendor tools express cleanly, or when a hybrid Dynamics/Salesforce estate needs one framework across both.
Put Your First Agent to Work
Book an agentic CRM assessment — we identify your best first agent, define its authority model with your compliance team, and deliver the shadow-phase pilot in four weeks.
Frequently asked questions
Will agents replace our service team?
The realistic pattern is triage inversion: agents absorb the routine 40–60%, humans move to complex, relationship-heavy work — and handle more of it, better. Headcount usually shifts rather than shrinks.
What about hallucinated actions?
Actions can't be hallucinated in this architecture — they only exist as governed API calls gated by deterministic policy. Hallucination risk is confined to language, which evaluation and templates constrain.
How do we start?
Pick one high-volume, low-ambiguity case type with clean policy rules. Ship the shadow phase in a month. Let the accuracy data make the autonomy argument for you.
More in Dynamics 365 & Salesforce — AI Platform
Get In Touch
Let's Build Something Amazing
Ready to transform your ideas into reality? Fill out the form and our team will get back to you within 24 hours.
Phone
(+84) 908682675