AI Integration & Consulting
Secure AI integration for Singapore SMEs.
We design, integrate, and govern AI workflows with SOC/PII awareness: redaction, guardrails, evals, and measurable ROI across support, ops, and search.
✔Data & Guardrails. PII redaction, role-based access, prompt/response filtering, and audit-friendly logging.
✔Integration. Wire LLMs to your CRM, POS, ERP, or data warehouse with queues and retries for reliability.
✔Quality & Safety. Eval sets, hallucination checks, latency SLAs, and human-in-the-loop for edge cases.
✔Compliance Ready. SOC-minded patterns, minimal data retention, and provider choices aligned to your risk posture.
Use Cases
▸WhatsApp/Email ticket triage with CRM updates
▸Internal search over knowledge bases and SOPs
▸Document understanding (invoices, POs, contracts)
▸Product and content enrichment with approvals
▸Lead qualification and meeting scheduling
▸Ops copilots for finance, HR, and logistics
Delivery
• Discovery & data flows (PII, systems, risks)
• Prototyping with evals and guardrails
• Integration, load testing, and observability
• Runbooks, handover, and support
Governance
Guardrails and observability built-in.
PII redaction & access controls
Prompt/response filtering & evals
Latency, cost, and quality dashboards
FAQs
Singapore-focused AI integration answers.
How do you handle PII and compliance?
We scope data flows, redact PII where possible, avoid long-term storage, and use providers aligned to your compliance needs.
Do you support on-prem or VPC?
Yes. We can deploy within your VPC or use region-appropriate providers for data locality.
How do you measure success?
We track time saved, deflection rates, activation, and latency SLAs. Weekly reports show ROI and stability.
Can you integrate with our existing stack?
Yes—CRMs, ERPs, POS, data warehouses, and messaging platforms. We connect via APIs or direct DB where safe.