Use Case · Hybrid Workforce

Stop the Channel Drift.
Hold the Brand Voice.
Defend Both Workforces.

AI agents deflect 70 percent of your tickets. The 30 percent that escalate arrive with the bot's incorrect promises already made. Human agents either honor a bad promise or contradict the bot. Either way, the customer sees two brands. One engine. Same rules. Both workforces.

The pattern

23% of escalations
have to be renegotiated by humans.

A $1.4B specialty retailer. Four CX channels: chat, voice, email, self-serve. An AI chatbot deflecting 70 percent of inbound tickets. Three onshore contact centers handling the rest.

The bot promised free expedited shipping on a non-eligible item. The customer screenshot the chat and called in. The human agent had two choices: honor a promise the policy did not allow (margin loss), or contradict the bot (CSAT loss). Multiply by 23 percent of escalations across a 50,000-ticket quarter. CSAT on escalated tickets dropped six points. Brand voice fragmented across every channel that shipped.

By Q3, the bot was creating $120K in renegotiation cost per quarter just from inconsistent promises. By Q4 with Navedas's Decision Gate enforcing the same policy on the AI bot and the human agents, contamination dropped 90 percent. Same rules. Same trace. Same brand voice across every channel.

What you actually win

Four outcomes.
One engine. AI and Human. Same Rules.

OUTCOME 01

Enforce the same policy on bots and humans.

Same gates fire on both. AI cannot promise what the human cannot deliver. Human cannot override what the bot was right to block.

OUTCOME 02

Catch policy violations at the bot, not after escalation.

The Decision Gate intercepts incorrect promises before they ship to the customer. No more humans cleaning up after the bot.

OUTCOME 03

Hand off with the reasoning trace attached.

When AI hands off to human, the human sees the same Operator Console: the bot's intent, the policy that fired, the recommended next step.

OUTCOME 04

Hold the brand voice across every channel.

Chat, voice, email, self-serve. One Context Graph. One set of rules. The customer experiences one brand, not four.

The Decision Gate, live

One promise.
Two workforces. Same engine.

Operator Console · Hybrid Workforce
LIVE
AI-Chatbot-19 Human-Agent-Sarah Same rules. Same engine.
⚑ DECISION GATE · Hybrid Block + Handoff
AI-Chatbot-19 attempted to promise free expedited shipping on a non-eligible item. Decision Gate blocked the promise, generated a reasoning packet, and handed off to Human-Agent-Sarah with full context.
📎 POLICY-SHIP-001 §2.3 · ESCAL-001 §1.2
Reasoning trace
Input: Chat customer requesting "free expedited" on order #44218 (non-eligible item)
Gate 1: Item not in free-shipping catalog (POLICY-SHIP-001 §2.3) ✗
Gate 2: AI agents cannot offer expedited shipping (POLICY-SHIP-001 §3.1 requires human authority) ✗
Action: Route to human (ESCAL-001 §1.2) with reasoning attached
⊘ BOT BLOCKED
customer sees handoff, not bad promise
→ HUMAN HANDOFF
Sarah opens with same Console view
◆ Speaks contact-center fluently
AHT · ACW CSAT · NPS First Contact Resolution Bot deflection Bot-to-human handoff Agent assist QA scorecard Macros Multi-channel Chat · Voice · Email · SMS Brand voice consistency Escalation rate
The math

50K tickets a quarter. 23% renegotiated.
$120K in cleanup. Every quarter.

Volume
50,000
tickets per quarter
Contamination
23%
of escalations renegotiated
Cleanup cost
$35
handle time + CSAT recovery
Recovery
$96–108K
per quarter, 90% reduction

And CSAT holds. Brand voice holds. Training time on the human team drops because the playbook is one playbook, not two.

How we deliver

Audit → Co-Build → Operate.
Two FDEs embed. You own the stack.

Five stages, three commercial milestones. Two Navedas engineers embed in your CX operation for 10 to 14 weeks. When we leave, the Context Graph (your channel policies), the Decision Gate config (your bot-and-human enforcement), and the Reasoning Ledger (your audit trail across both workforces) are all yours.

See the full delivery stack →
◆ See the bot-and-human gap before it costs you a quarter

Run a Hybrid Workforce
Audit. $500. 48 hours.

Ship us 1,000 of your bot-to-human handoffs. We map each one against your policy. You get the exact contamination rate, the bot promises that triggered cleanup, and a remediation plan you can sign on Monday. Money back if exposure is under $25K.