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Support Deflection Layer

Tier-1 answers with citations. Clean handoff. Eval loop you trust.Sits in front of human support. Answers tier-1 questions with citations to your docs/knowledge base. Escalates cleanly with full context when it can't. We own the eval loop so it doesn't lie. Four weeks.

price

from $9,500

timeline

4 weeks

cadence

one-time

scope

One-time / fixed scope

IntercomZendeskCrispOpenAIAnthropicpgvector
00// matrix position

Where this fits in the services matrix.

Every service page now names the buyer state, the commercial shape, and the next route. That keeps the catalog navigable instead of feeling like disconnected offers.

01 · best fit

Build product with a fixed scope and written handoff.

02 · commercial shape

from $9,500 · 4 weeks · One-time / fixed scope

03 · route logic

Use the diagnostic or book a call to confirm fit before scope is written.

04 · decide

Not sure this is the right service? Run the route finder and get the matching path.

00B// support automation

Bespoke architecture for Support Deflection.

Support deflection works when the AI answers routine questions, escalates edge cases, and teaches the business what customers keep asking.

support automation

Surface ⇄ System

TicketintentKnowKBAnswerconfidenceEscalatehumanLearninsight
The system routes tickets through knowledge, intent detection, answer confidence, escalation, and insight capture. The goal is fewer repetitive tickets without hiding real customer problems.

Support deflection system

The diagram is intentionally simplified: it shows the buying logic and operating path, not a decorative fantasy architecture.

price

from $9,500

timeline

4 weeks

risk

escalated

source

owned KB

01// what you walk away with

The outcome, not just the output.

  • 01Measurable deflection on tier-1 tickets
  • 02Citations on every answer (auditable)
  • 03Clean handoff to humans with full context
  • 04Eval suite that catches drift before customers do
02// scope

Concrete artifacts you keep — and what we leave out.

Working code, written docs, dashboards your team owns. We also list what this engagement deliberately does not cover, so scope is honest before you click.

// deliverables
  • Embed widget OR Intercom/Zendesk integration
  • Knowledge ingestion + retrieval pipeline
  • Citation-first answers
  • Confidence-based escalation to humans
  • Eval suite (run on every prompt change)
  • Admin dashboard: deflection rate, accuracy, escalation reasons
  • 30 days of post-launch tuning
// not included
  • Writing your knowledge base (we use what you have)
03// methodology

How the engagement actually runs.

  1. 1Week 1

    Baseline + ingest

    Profile your current tier-1 volume, ingest knowledge sources, agree on success metric.

    Baseline reportIngest pipeline
  2. 2Week 2

    Answer + escalate

    Citation-first answer flow, confidence routing, clean handoff to human queue.

    Answer serviceEscalation flow
  3. 3Week 3

    Evals + dashboard

    Eval suite, admin dashboard, A/B harness against current tier-1.

    Eval suiteDashboard
  4. 4Week 4

    Soft launch + tune

    Limited rollout, 30 days of tuning, runbook + on-call training.

    Soft launchTuning reportRunbook
// track record

Receipts, not promises.

4 weeks
Time to live
25–45%
Typical 90-day deflection lift
04// questions

Common questions.

01What's the deflection guarantee?
No guarantee — anyone promising one is lying. We measure baseline and target a realistic lift (typically 25–45% in the first 90 days).
02How do you prevent it from lying?
Citations are mandatory. Below confidence threshold = escalate. Eval suite runs on every change.
// engage

Ready to start Support Deflection?

A 30-minute call to confirm fit, scope, and timeline. No pressure, no slides.

product system

From offer to operating system.

Support Deflection Layer is presented as a real engagement, not a generic service page: the surface, backend shape, delivery artifacts, and conversion path are all visible before the first call.

Scope Support Deflection

price

from $9,500

timeline

4 weeks

tier

A

Living architecture

Scope ⇄ Ship

The page now exposes how the engagement moves from buyer pain to production artifact, then into measurement and next-step routing.

Scope Support Deflection
  1. 01Baseline + ingestProfile your current tier-1 volume, ingest knowledge sources, agree on success metric.
  2. 02Answer + escalateCitation-first answer flow, confidence routing, clean handoff to human queue.
  3. 03Evals + dashboardEval suite, admin dashboard, A/B harness against current tier-1.
  4. 04Soft launch + tuneLimited rollout, 30 days of tuning, runbook + on-call training.

Conversion path

  1. 01

    Diagnose

    Confirm the real product constraint, current surface, and business goal before writing code.

  2. 02

    Design the system

    Turn the offer into screens, data, workflows, ownership boundaries, and a measurable delivery plan.

  3. 03

    Ship the artifact

    Deliver Support Deflection as working code, docs, dashboards, or launch assets your team can actually use.

  4. 04

    Route the next move

    Decide whether the work becomes a one-time delivery, a care plan, or a larger product build.

Proof assets

Support Deflection Layer service visual

Asset slot

Service proof visual

Add a real screenshot, deliverable preview, or dashboard capture from a shipped engagement when approved.

pending real proof
Jason Teixeira, founder of Sage Ideas

Verified asset

Founder/operator photo

Real founder photo reinforcing principal-led delivery.

live

Asset slot

Client quote or logo

Add only permissioned testimonials or logos tied to this service category.

pending real proof
livebuild 81e8c8e2026-07-28 06:02Z
// solo studio// no analytics resold// every commit human-reviewed