01 / 07We start by understanding your operation.
During the free discovery session, we follow a real case with your team: how it arrives, who handles it, which systems it touches and where it stalls. Calls, messages, documents and pending work reveal how things run today.
WHAT YOU GETA map of the current workflow and a measurable baseline.
02 / 07Find what holds each team back.
Across sales, service, finance, collections, purchasing, HR and operations, we identify repeated data entry, waiting time and repetitive handoffs. We prioritize friction by frequency, cost and impact on customers.
WHAT YOU GETOpportunities ranked by impact and feasibility.
03 / 07Design the complete workflow.
Define the trigger, the context the agent needs and the action that completes each step. Your team retains important approvals; exceptions have an owner and a clear resolution path.
WHAT YOU GETAn implementation plan with scope, owners and acceptance criteria.
04 / 07Connect the systems you already use.
Connect conversations with your CRM, ERP, POS, email, calendars and documents as the workflow requires. Validate APIs, webhooks and available access. Every record has a source and every update has a confirmation, without duplicates.
WHAT YOU GETConnections tested against your rules, permissions and real systems.
05 / 07The agent works with your business context.
Configure knowledge, tone and actions for each role: voice and WhatsApp service, preparing quotes, following up on receivables or gathering documents. The agent consults current information and moves work into the right system.
WHAT YOU GETAn agent ready to execute the agreed workflow.
06 / 07Test before expanding the rollout.
Validate real cases and difficult situations: incomplete data, out-of-scope requests or an unavailable system. Train the team and launch with supervision, traceability and a human escalation path.
WHAT YOU GETA controlled launch with a team that knows when to step in.
07 / 07Measure the value. Improve the next cycle.
Compare time, errors, backlogs and capacity against the baseline. Estimate ROI from project cost and the value of recovered time, separating observed results from estimates. Once the workflow proves itself, expand to the next process.
WHAT YOU GETVisible value, evidence-based decisions and continuous improvement.