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Vertical AI for support engineers

Stop escalating tickets your reps could've resolved.

Built for technical B2B SaaS companies

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The problem

15–30%

of technical tickets hit engineering

  • Reps can't verify bug vs. expected
  • $300–500 per escalation
  • Hours to days of eng time lost
Today's answer

Helpdesk AI retrieves

  • Zendesk AI · Intercom Fin · KB bots
  • Searches articles and past tickets
  • Technical tickets still escalate
Blendo

Investigates like a senior engineer

  • Cited answer in your helpdesk
  • Bug or expected — with evidence
  • Clean handoff when it's real

Benchmarks

Standardized results on technical support scenarios.

Representative escalation categories — integration failures, release regressions, plan gating — not cherry-picked customer anecdotes.

62%

Fewer eng escalations

On our integration & webhook benchmark suite — tickets that typically route to engineering today.

1.4 min

Median time to cited answer

Across the benchmark ticket corpus. Baseline without investigation: 45+ minutes.

96%

Investigation accuracy

On held-out tickets with known ground-truth resolution — bug, expected, or config drift.

Internal benchmarks, Q1–Q2 2026. Scenarios updated quarterly; production results may vary. Request a pilot on your stack →

Benchmark scenarios span
  • Developer tools
  • API platforms
  • Infrastructure SaaS

Interactive demo

Play the investigation yourself.

This is what your support team sees — verdict, evidence, and a ready-to-send reply. No code, no IDE. Pick a ticket or replay the investigation.

Zendesk · Blendo sidebar Ready — pick a ticket or click Investigate
#48291 High
Acme Corp

Webhook not firing after v4.2 deploy

Investigation summary

Rep view

    Plain language only — no code shown to support.

    Investigation output

    Evidence

    Evidence will appear after investigation.

    Run an investigation to generate internal and customer-safe replies.

    Sample investigation using demo data. Support sees answers in plain language; engineering handoffs include technical citations when needed. Book a demo to see it on your stack.

    Integrations

    Plugs into tools you already use

    Connect via OAuth or API. No migration, no rip-and-replace — Blendo layers on top of your existing stack.

    Helpdesk & service desk

    • Zendesk
    • Intercom
    • Salesforce
    • FdFreshdesk
    • Jira Service Mgmt
    • SNServiceNow

    Source control

    • GitHub
    • GitLab
    • Bitbucket
    • Azure DevOps
    • GitSelf-hosted Git

    Collaboration & observability

    • Slack
    • Datadog
    • Sentry
    • Grafana
    • Splunk
    • Linear

    Typical pilot setup: helpdesk connected in the first week. Don't see your tool? We integrate via REST API and webhooks.

    • Zendesk — sidebar app, internal notes, macros
    • Intercom — in-conversation investigations
    • Slack — escalation handoffs and team alerts

    Why Blendo

    Retrieval answers FAQs. Investigation stops escalations.

    Doc-based AI

    • Answers from articles written months ago
    • Can't verify if behavior is a bug
    • No connection to recent changes
    • Confident when wrong

    Helpdesk AI

    Zendesk AI · Intercom Fin · similar

    • Retrieves from KB and past tickets
    • Great for FAQs, weak on technical tickets
    • Can't investigate root cause
    • Tickets still escalate to engineering

    Blendo

    • Investigates every ticket like a senior engineer
    • Verifies bug vs. expected behavior
    • Correlates symptoms with recent releases
    • Cited answer or clean escalation — never guesses

    How it works

    Investigation, not retrieval.

    Blendo investigates tickets the way a senior engineer would — not by searching a knowledge base. Reps get a cited answer right in the helpdesk they already use.

    1. 01

      Ticket lands in your queue

      Rep clicks Investigate from your helpdesk sidebar. Blendo ingests the symptom, customer context, and account details.

    2. 02

      Blendo investigates

      It works through the ticket like a senior engineer — checking whether behavior is a bug, what changed recently, and what the evidence says.

    3. 03

      Cited answer or clean escalation

      Rep gets a cited answer they can act on, or a structured handoff to engineering with the investigation already done.

    Capabilities

    Everything support engineers need. Nothing engineering hates.

    Bug or expected?

    Get a verdict on whether the customer's issue is a real bug or working-as-designed — with evidence to back it up.

    Release correlation

    "Did the last deploy break this?" answered with a timeline your rep can trust and share with the customer.

    Cited evidence

    Every answer comes with citations your team can verify. No confident guesses.

    Fits your workflow

    Sidebar in the helpdesk you already use. Reps never leave their queue.

    Dual-mode replies

    Internal brief for your team. Customer-safe summary for external replies — one investigation, two outputs.

    Clean escalations

    When it is a real bug, engineering gets a full investigation packet — not a screenshot and a prayer.

    Use cases

    Questions that escalate to engineering every day.

    Is this expected behavior or a bug?

    Investigate and return a verdict with cited evidence — so the rep can close or escalate with confidence.

    What does this error code actually mean?

    Get the real answer — conditions, retries, and what triggers the customer-facing message.

    Did the last release break this integration?

    Correlate the symptom with recent changes and identify the responsible update.

    Does our API support this payload format?

    Answer from what's actually shipped — not documentation written six months ago.

    Enterprise ready

    Investigate deeply. Access safely.

    Your data never trains foundation models. Blendo runs with enterprise-grade access controls, optional VPC deployment, and a full audit log of every investigation.

    • SOC 2 Type II in progress · Q4 2026
    • SSO / SAML & role-based access
    • Read-only connections by default
    • VPC & customer-managed keys
    • Zero data retention with LLM providers
    • Full audit log of investigations

    Request security packet → Data flow diagram, retention policy, and subprocessors list.

    Data accessRead-only
    Model trainingNever
    DeploymentCloud or VPC
    Integrations17+ platforms · API & webhooks

    What Blendo can and cannot access

    Resource Access Notes
    Your product & systems Read-only Investigation access only — no changes made
    Helpdesk tickets Read + notes Symptom, metadata, internal notes — scoped per role
    Observability tools Read-only Error context linked to investigations
    Customer-facing replies No internals Plain-language summaries only; you control redaction
    Foundation model training Never Your data is not used to train models

    Pilot program

    Start with a measured 90-day pilot.

    No annual commitment upfront. We scope to your top escalation categories and report outcomes before you expand.

    Guided pilot

    Custom pricing

    • Helpdesk connected in week one
    • Scoped to 2–3 high-escalation ticket categories
    • Weekly metrics: time-to-answer, escalation rate, rep confidence
    • Security review support and access controls
    • Go / no-go report at day 90 — expand or walk away
    Book a pilot call Request pricing

    Stop paying engineers to answer questions support could resolve.

    Connect your helpdesk in under a week. Measure escalation reduction on your top ticket categories in 90 days.

    Book a demo

    FAQ

    Common questions

    How is this different from helpdesk AI?
    Zendesk AI, Intercom Fin, and similar tools retrieve answers from your knowledge base and past tickets. Blendo investigates tickets the way a senior engineer would — verifying whether something's a bug, correlating with recent changes, and returning a cited answer. Use both: helpdesk AI for deflection, Blendo for tickets that would otherwise escalate.
    How is this different from Zendesk AI or Intercom Fin?
    Helpdesk AI is built for retrieval — searching articles and ticket history. Blendo is built for investigation — the 15–30% of technical tickets where reps can't verify if something's a bug. It plugs into your helpdesk and gives support engineers a cited answer without escalating to engineering.
    Who is Blendo for?
    Support engineers and support leaders at technical B2B SaaS companies — teams where a meaningful share of tickets require engineering involvement because nobody can verify root cause from the helpdesk alone.
    Do support reps need technical access?
    No. Reps use Blendo inside their existing helpdesk. Blendo investigates on their behalf and returns plain-language answers with cited evidence.
    What if Blendo isn't confident?
    It escalates explicitly — never guesses. Low-confidence cases generate a structured handoff for engineering with the investigation already attached.
    What integrations do you support?
    Major helpdesks and service desks, issue trackers, Slack, and observability platforms. Connect via OAuth or API.
    Can customers see our internal systems?
    Never. Customer-facing replies are natural-language summaries. You control what gets redacted.

    Get started

    See Blendo on your tickets.

    We'll run a guided pilot on your top escalation categories and report time-to-answer and eng-load reduction before you commit.

    What happens next: Week 1 — connect your helpdesk. Week 2–12 — measure on scoped ticket categories. Day 90 — review results together.

    We typically respond within one business day.

    Prefer to pick a time? Book a demo on Calendly