Intelligence, Orchestrated.
A 5-phase methodology with defined timelines and clear deliverables — from decision definition to working system in 6-8 weeks
Five defined phases with clear deliverables
Name the decision, map inputs/outputs, define KPIs and success criteria. Lock scope before any development.
Build the decision system with read-only integrations, knowledge layer, and AI agents. Iterative development with weekly demos.
User Acceptance Testing (UAT), quality evaluation against baseline, and performance validation with real scenarios.
Security review, PDPL compliance check, access matrix finalization, and write-permission approval process.
Training sessions, documentation handover, runbooks delivery, and scale-up plan for Phase 2.
Clear steps toward a working decision system
Pick 2–3 high-impact scenarios, enable read-only access, and establish baseline metrics.
Index documents, stand up Bronze→Silver→Gold, and demo first cited answers.
Wire WhatsApp/email/web + ERP/CRM (read-only) and run agents in a sandbox with logs.
Users test real cases; tune guardrails/evals; lock acceptance metrics.
Deliver playbooks, training, dashboards; plan CR-gated writes for phase 2.
A complete, auditable package with the system
Locked decision scope, KPIs, and acceptance thresholds
Inputs, thresholds, approvers, and escalation SLAs
Roles × systems × permissions (read-only first)
Accuracy, latency, consistency metrics
Runbooks, training sessions, acceptance pack
Go-Live or scale-up plan with CR-gated writes
Default posture: no personal data in prompts or logs. We always start read-only. Writes unlock post-UAT via Security Gate with rollback plan.
A 5-phase methodology with defined timelines and clear deliverables — from decision definition to working system in 6-8 weeks
Five defined phases with clear deliverables
Name the decision, map inputs/outputs, define KPIs and success criteria. Lock scope before any development.
Build the decision system with read-only integrations, knowledge layer, and AI agents. Iterative development with weekly demos.
User Acceptance Testing (UAT), quality evaluation against baseline, and performance validation with real scenarios.
Security review, PDPL compliance check, access matrix finalization, and write-permission approval process.
Training sessions, documentation handover, runbooks delivery, and scale-up plan for Phase 2.
Clear steps toward a working decision system
Pick 2–3 high-impact scenarios, enable read-only access, and establish baseline metrics.
Index documents, stand up Bronze→Silver→Gold, and demo first cited answers.
Wire WhatsApp/email/web + ERP/CRM (read-only) and run agents in a sandbox with logs.
Users test real cases; tune guardrails/evals; lock acceptance metrics.
Deliver playbooks, training, dashboards; plan CR-gated writes for phase 2.
A complete, auditable package with the system
Locked decision scope, KPIs, and acceptance thresholds
Inputs, thresholds, approvers, and escalation SLAs
Roles × systems × permissions (read-only first)
Accuracy, latency, consistency metrics
Runbooks, training sessions, acceptance pack
Go-Live or scale-up plan with CR-gated writes
Default posture: no personal data in prompts or logs. We always start read-only. Writes unlock post-UAT via Security Gate with rollback plan.