What we build
Qualification agents that reason — not just score.
Each capability is a production component — not a proof-of-concept — wired to your CRM, governed by your ICP definition, and tuned continuously against actual close-rate.
Context-aware ICP + BANT reasoning
Reads firmographic, intent signals, and prior engagement before scoring — not a hard-coded form-rule. Authority, budget, need, and timing signals surface through behaviour, not interrogation.
Composite scoring with confidence
Every lead gets one number — composite of ICP fit, intent strength, and BANT validation — with a confidence band attached. RevOps tunes the routing thresholds per AE pod and per deal-size band.
Disqualify on the way in
Out-of-ICP traffic, students, competitors, job-seekers, and bots are filtered before they hit the AE pipeline. AEs only see leads worth their time — and the disqualified are logged with reason for audit.
Auto-routing by territory and tier
Tier 1 enterprise to senior AEs, Tier 2 to specialists, mid-market to pod-rotation. Territory, language, and time-zone all factored in. Slack pinged the moment a hot lead lands.
Reasoning trail on every hand-off
AEs pick up a warm thread with the agent's notes attached: which signals fired, which playbook entry matched, why the score landed where it did. Never a cold inheritance.
SLA timers + low-confidence escalation
Every routed lead has an SLA clock. If the score is borderline or the confidence is low, the agent flags for human review before routing — or escalates to a senior rep for a judgement call.
Where qualification agents land
One reasoning engine, every intake source.
Same ICP definition, same scoring weights, every channel. Forms, chat, outbound replies, returning visitors — every prospect runs through the same reasoning loop with the same audit trail.
Inbound web forms
Pricing-page, demo-request, and contact-us forms qualified the moment they submit. Hot leads route to AEs in under 60 seconds; out-of-ICP filtered without ever touching the pipeline.
Enterprise inbound · multi-territory
Tier-1 enterprise leads routed by territory, language, and AE seniority. Multi-region rollouts handled — APAC, EMEA, and Americas each get their pod with the right slot and the right hand.
Chat widget intake
Agent qualifies through the chat itself — surfaces BANT signals through the conversation rather than a form. Hands off mid-thread to an AE when the score crosses threshold.
Webinar / event signups
Attendees scored against ICP + intent the moment they register. Hot fits get a same-day AE booking; researchers and competitors get the right tag, not the wrong outreach.
Returning prospects · re-qualification
Cold leads re-scored automatically when they come back — funding round, hiring spike, pricing-page revisit. The agent decides whether to re-engage warmly or hold for the next signal.
Outbound replies
Replies to outbound sequences scored before the BDR sees them — qualified replies escalate to AEs, ambivalent replies stay in nurture, defensive ones route to suppression. No wasted touches.
Model families we deploy
No single model handles every lead. So we compose.
ICP reasoning, intent classification, BANT validation, and routing decision each run on their own model — composed into one agent with version control at every step.
Reads firmographic + behavioural data and reasons about fit against your ICP definition. Multi-model orchestration — picked per intake source based on tone, latency, and reasoning depth.
Tags intent strength based on page-visit patterns, content downloads, prior touches, and form-fill cues. Hot · warm · cold are weighted, not bucketed — so the same prospect can shift band on next visit.
Surfaces budget, authority, need, and timing signals through the conversation, not a checklist. Validates each axis with confidence; flags missing axes for the agent to probe before scoring.
Decides per-lead whether to route, nurture, or disqualify. Tuned to your historical close-rate by AE pod, deal-size, and source. Threshold rebalances weekly against actual outcomes.
Three outcomes · one reasoning loop
Route, nurture, or disqualify — every lead, every time.
Hot leads route to AEs in under 60 seconds. Territory, language, AE seniority, and time-zone all factored in. Slack pinged the moment a Tier 1 lands.
Warm leads enter a holding pattern — sequenced content, retargeting, intent-watching. The agent re-scores on every signal fired and routes the moment they cross threshold.
Out-of-ICP traffic — students, individual contributors, competitors, suspect emails — filtered before they hit the AE pipeline. Disqualification is a tagged state with reason, not a deletion.
Data sources wired into every score
Every signal that proves fit — wired in.
Read firmographic, behavioural, and engagement signals. Write back qualification stage, AE assignment, and reasoning notes. Pulled in parallel, weighted into a composite, and audit-logged alongside the rule version that produced the score.
Explainability, not just outputs
Every score carries its reasoning. For the AE. For RevOps.
Every score, every signal, every routing decision is accompanied by the context retrieved, the weights applied, and the model used — surfaced per lead for RevOps, sales-management, and compliance.
- ICP definition cited on every score
- Signal weights logged per qualification
- Confidence band on every decision
- Hand-off trail attached to AE pickup
Frameworks we align to
Why Axccelerate for qualification
Not a scoring rule-engine.
A reasoning system.
Rule-engines bucket leads into static bands. Our system reasons about each lead in context — ICP, intent, BANT, history — and emits a composite score with confidence and a full audit trail. Tunable, explainable, and continuously rebalanced against actual close-rate.
Pricing
Priced to your sources and your stack — not lead volume.
Qualification deployments are custom — we scope against your CRM, intake sources, ICP definition, and review cadence before quoting.
Glossary
The vocabulary behind every qualified lead.
A quick reference for the terms that show up in qualification reports — the language your AEs, BDRs, and RevOps team will use during deployment and review.
- ICP
- Ideal Customer Profile
The company profile most likely to convert and stay — usually defined by industry, size, region, tech stack, and use-case fit. The agent scores every inbound prospect against your ICP definition before responding.
- BANT
- Budget · Authority · Need · Timing
A qualification framework where the agent surfaces signals on each axis through conversation rather than asking a checklist of questions. Each axis is weighted, not gated.
- MQL
- Marketing Qualified Lead
A lead with enough interest signal to be passed to sales, but not yet qualified by a human or agent. Many inbound leads start here — the agent's job is moving the right ones to SQL.
- SQL
- Sales Qualified Lead
A lead that has been qualified — by a human or AI agent — as fit for an AE conversation. The qualification agent's primary output is converting MQLs into SQLs without burning AE time on the wrong ones.
- AE
- Account Executive
The closer. The salesperson who runs the demo, handles bespoke pricing, and signs the deal. The agent's goal is to hand the AE a warm, ready conversation — never a cold intro.
- Intent score
- Behavioural readiness number
A composite score from intent platforms (6sense, Bombora, G2) and first-party signals (pricing-page visits, demo clicks). Intent class lifts or lowers the qualification score with provenance.
- Composite score
- ICP + intent + BANT weight
The single number the agent emits per lead — a weighted blend of ICP fit, intent strength, and BANT validation. Routing thresholds operate on this number, with confidence as a tiebreaker.
- Routing threshold
- Score → AE pod boundary
The composite-score band above which a lead routes to an AE pod, between which it nurtures, and below which it disqualifies. Tuned per AE pod, deal-size band, and source.
- Tier 1 / 2 / 3
- Account-fit segmentation
A tiering of accounts by ICP fit — Tier 1 is best-fit-enterprise, Tier 2 is mid-market, Tier 3 is small-business. Tier drives routing destination and AE seniority.
- Out-of-ICP
- Disqualification reason
A score below the disqualification threshold — typically wrong industry, wrong size, individual contributor, student, or competitor. Agents log the reason for audit even when the lead never reaches an AE.
- Reasoning trail
- Per-qualification audit log
The full record of what the agent saw, what it considered, what signals fired with what weight, and which model produced the score. Available per lead for RevOps review and compliance.
- Confidence band
- Score reliability indicator
How sure the agent is in its score — driven by data completeness, signal agreement, and edge-case rules. Low-confidence scores escalate to humans before routing.
- Auto-routing
- AE assignment without human
The decision to send a qualified lead to a specific AE without RevOps touching it — based on territory, language, tier, AE availability, and round-robin rotation honouring close-rate by hour-of-day.
- Nurture sequence
- Holding pattern for warm leads
An automated sequence (email, ads, retargeting) that warms a lead until they cross threshold for AE handoff. The agent re-scores on every signal fired — pricing visit, content download, role change.
Your AEs. Only the leads worth their time.
30-minute scoping with a senior engineer and a RevOps specialist. You'll leave with a source map, ICP definition plan, and realistic timeline — not a sales pitch.