Pipeline response

AI for Sales & Lead Generation

Instant enquiry response, qualification against your criteria and booked meetings in your CRM.

What this is

Speed to first response is the most reliable lever in inbound sales, and most teams lose on it after hours and at peak. We build qualification agents that respond immediately on the channel the enquiry arrived on, ask what your team would ask, book the meeting and write the record into your CRM.

The problem

What this service addresses

If more than one of these is familiar, there is usually a case worth scoping.

  • Enquiries arriving in the evening get a reply the next working day, by which point interest has moved on.
  • Representatives spend their day on unqualified enquiries.
  • Lead data reaches the CRM incomplete, so follow-up is guesswork.
  • Follow-up sequences depend on someone remembering.
Scope

What we deliver

Every item below is a deliverable you receive, not an activity we perform.

  • Qualification agent live on your enquiry channels
  • Your qualifying criteria encoded, with disqualification handled politely
  • Meeting booking directly into representative calendars with routing rules
  • CRM records created and updated with structured qualification data
  • Follow-up sequences for unresponsive and not-yet-ready enquiries
  • Handover to a representative with a written conversation summary
  • Reporting on response time, qualification and booking rates
Capabilities

What the system does

01

Instant first response

Every enquiry answered within seconds, on its own channel, at any hour.

02

Qualification

Your criteria asked conversationally, with answers captured as structured fields.

03

Meeting booking

Availability checked and the meeting booked, with your routing and territory rules applied.

04

CRM write-back

Complete, structured records so representatives open a prepared conversation.

05

Follow-up and re-engagement

Scheduled, relevant follow-up for enquiries that go quiet or are not yet ready.

06

Routing and escalation

High-value or complex enquiries passed to a person immediately with context.

Applied

Where it is used

Each of these is a bounded job with a measurable result, which is how we prefer to scope a first build.

01

Inbound web enquiry handling

Engages the form or chat enquiry at once, qualifies and books rather than queueing a callback.

02

WhatsApp enquiry qualification

Handles enquiries on the channel many buyers now prefer, with the same rigour.

03

Speed-to-lead callbacks

Calls a new enquiry within minutes, qualifies and books while interest is live.

04

Dormant lead re-engagement

Works through older enquiries with relevant, non-generic follow-up.

05

Event and campaign follow-up

Processes a list of enquiries after a campaign without consuming the sales team.

Architecture

How it is put together

An indicative architecture. The final design follows your systems, data boundary and constraints.

Web chatWhatsAppEmailConversationintent + stateApproved contentretrievalAccount actionsscoped APIsConfidenceanswer or deferResolvedwith sourcesEscalatetranscript + summaryAgent
Grounded answers, real account actions, and escalation that carries the whole conversation.
  1. 01
    Channels

    Web forms, chat, WhatsApp, email and inbound or outbound voice.

  2. 02
    Qualification logic

    Your criteria as structured questions, with branching and disqualification paths.

  3. 03
    Knowledge layer

    Retrieval over product, pricing and policy content for the questions buyers ask first.

  4. 04
    Calendar and routing

    Availability lookup, territory and ownership rules, booking and confirmation.

  5. 05
    CRM integration

    Record creation and update with structured fields, transcript and summary attached.

  6. 06
    Reporting

    Response time, qualification rate, booking rate and drop-off analysis.

Security & governance

Controls we build in

Access, privacy and oversight are part of the build rather than a later hardening phase.

  • Automated disclosure, so prospects know when they are talking to an agent.
  • Consent captured for marketing follow-up, with opt-out honoured immediately.
  • Pricing and commitment statements limited to approved content; negotiation escalates to a person.
  • Contact frequency limits enforced in code to prevent over-contacting.
  • Personal data handled under your privacy policy, with retention agreed.
Delivery

How we run the engagement

Our approach

Discovery

Process walkthroughs, data review, constraints and a written scope you sign off before build.

Architecture

Data model, integration boundaries, hosting and the security model, agreed up front.

Proof of concept

A narrow build on your real data against an agreed quality bar, so the go-ahead is evidence-based.

Development

Two-week increments, each ending in a working deployment and a review.

Testing

Automated coverage on critical paths, evaluation sets for AI behaviour, acceptance testing with your users.

Deployment

Staged rollout into your infrastructure with monitoring and a tested rollback path.

Monitoring & support

Quality, cost and latency tracking after launch, with handover documentation or an ongoing retainer.

Questions

AI for Sales & Lead Generation — FAQs

The questions we are asked most often about this service.

Will this annoy our prospects?

It depends entirely on execution. An agent that answers the question asked, at the moment it was asked, and hands over when it should, tends to be well received. One that pushes a script is not. We design for the former and disclose that it is automated.

Does it replace our sales team?

No. It handles first response, qualification and booking, which is the part that currently fails at night and at peak. Your representatives get better-prepared conversations.

Will it work with our CRM?

We integrate with Salesforce, HubSpot, Zoho, Pipedrive and custom CRMs through their APIs. We confirm your specific objects and fields during scoping.

Can it handle complex or technical products?

For qualification and common questions, yes, grounded in your approved content. Genuinely technical discussion should escalate to a specialist, and we design that trigger with you.

Next step

Have an AI or software
challenge to solve?

Let's evaluate your requirements and design a practical, secure and scalable solution for your business. We will tell you honestly whether AI is the right tool, and outline what a first build looks like.

Talk to our team Hire a developer
  • No obligation, no scripted pitch
  • Talk to engineers, not account managers
  • One-week minimum engagement available