How long does it take to get live?

Most teams move from the first session to a pilot in less than four weeks, and from pilot to production in less than four weeks. The main dependency is access to interaction recordings or transcripts and the related CRM records. We agree the outcome framework with you before any data is connected.

What data do you need?

Customer interactions (calls, transcripts, chat, email or messages) and the CRM or case records that show what happened before and after them. We define a minimum data scope with you, and nothing beyond it is ingested. No customer data is needed for the first session.

What does it connect to?

Better Outcomes connects to common telephony and call-recording, CRM and case-management, chat and email platforms, with secure file transfer and a documented REST API as alternatives. It is already connected to systems such as Salesforce, Zendesk, NICE CXone, Amazon Connect, RingCentral, HubSpot and Microsoft Dynamics.

Pricing is scoped after the outcome assurance session, once we understand the journeys and volumes involved.

What happens if the AI gets it wrong?

Every finding shows its reasoning, the evidence it relied on and a confidence level. Reviewers confirm, reject or override findings with a recorded rationale, and every action is written to an append-only audit history. Overrides feed back into how your outcome framework is tuned.

Is our data used to train AI models?

No. Customer data is never used to train public, general-purpose or shared AI models. Any model tuning is opt-in and used only for that customer.

Where is our data hosted?

On UK infrastructure with tenant segregation, encryption in transit and at rest, role-based access and MFA. See Security & AI governance for details.

Does Better Outcomes make decisions about customers?

No. It identifies indicators and assesses outcomes against criteria you configure. People decide what those findings mean and what action to take.

Move beyond quality assurance. Guarantee better outcomes.

Better Outcomes brings interaction intelligence, customer journey evidence and outcome assurance together in a single platform. Analyse every connected voice and digital interaction, connect them with CRM and journey evidence, and give reviewers an auditable way to assess conduct, vulnerability and customer outcomes over time.

See Better Outcomes on your customer journey Compare with interaction scoring

Bring one representative customer journey and we'll show how Better Outcomes could assess it across interactions, CRM evidence and customer outcomes. No customer data is required for the first session.

Better Outcomes KPI strip shown with test data: overall average score, completed reviews, AI evaluation accuracy tile (human–AI evaluation agreement) and score distribution

Product screen shown with test data.

Voice: Speech transcription and conversational analysis
Digital: Chat, email and AI chatbot conversations
CRM: Case and journey evidence linked in
Outcome: Assurance against the outcome the customer received

Customer outcome assurance across complete, connected journeys.

Better Outcomes helps customer-service, quality and operations teams assess interactions consistently, connect them to the wider customer journey and understand the outcomes customers receive. Its foundations come from FCA-regulated financial services, and it applies equally to other high-scrutiny operations such as utilities, essential services and outsourced customer experience.

Broader coverage - not a narrow sample.

Assess every interaction supplied to the platform, alongside connected CRM and journey evidence, so reviewers can see patterns that conventional sampling misses.

Inspectable AI with human oversight.

Findings are linked to supporting evidence and the assessment criteria applied. Reviewers can inspect, calibrate and override findings, with their decisions retained as part of the audit history.

Assess the journey, not just the interaction.

Connect evidence across interactions, channels and available case data. Surface potential changes in vulnerability or customer circumstances over time for human review.

Coaching that closes the loop.

Behavioural gaps become targeted coaching plans - for human advisors and for the AI agents they work alongside.

Running inside live UK customer operations.

Working with organisations focused on better customer outcomes

LuvCars
Money Wellness
Think Money Limited
Ocean Finance

99.3%*

human–AI evaluation agreement in live deployment

100,000+

customer interactions analysed

Up to 90%**

reduction in manual QA effort

* Human–AI evaluation agreement (99.3%): across completed human reviews in live deployments since August 2025, reviewers agreed with the AI-generated evaluation in 99.3% of cases. Reviewers could see the AI assessment when making their decision; this is not an independent or blinded validation.

** Reduction in manual QA effort based on reviewer hours per 1,000 interactions, measured before and after deployment at Money Wellness and LuvCars.

One governed workflow. Six assurance capabilities.

Together they connect interaction analysis, journey evidence, human review and improvement activity within one governed assurance workflow.

01 · Ingestion

Connected channels. One customer journey.

Bring connected voice, chat, email and AI-chatbot interactions together with available CRM activity and case evidence. The scope of connected data is agreed with each customer.

02 · Orchestration

A governed orchestration layer coordinates the workflow.

Transcription, evaluation, coaching and risk-detection capabilities are coordinated so relevant findings reach the appropriate team, with defined human-review and approval points.

03 · Evaluation

Consistent evaluation against your outcome framework.

Apply your scorecards, rules and outcome framework consistently across connected human and AI-led interactions. Reduce evaluation variation, make calibration visible and retain evidence of how each finding was reached.

04 · Human review

Humans stay in the loop.

Calibrators can inspect any score, add rationale, override, or push feedback back into the model. Augmented intelligence, not autopilot - designed for the way complex customer operations actually work.

05 · Coaching & improvement

From insight to measurable change.

Behavioural gaps become targeted coaching plans - for advisors and for the AI agents alongside them. One improvement loop, one quality standard, quarter on quarter.

06 · Governance & observability

Traceable. Auditable. Explainable.

Every decision, every override, every model version - timestamped and traceable. Live dashboards, bias monitoring and full audit trail sit alongside the pipeline, not bolted on afterwards.

Five shifts your teams will notice.

/ Quality

Broader coverage, more consistent evaluation and visible calibration.

Your scorecards, your rules and your outcome framework applied consistently across connected human and AI-led interactions - with calibration and reviewer overrides part of the record.

/ Operations

Prioritised risk, recurring root causes and coaching linked to operational weaknesses.

Behavioural gaps and recurring themes surface at team and journey level, giving operations leaders a route from insight to coaching to measurable change.

/ Customer experience

A clearer view of what customers experienced across channels and over time.

Interaction, complaint and follow-through evidence come together, so customer-experience leaders can see how the whole journey landed, not just what happened on a single call.

/ Compliance and risk

Inspectable evidence for complaints, conduct, vulnerability and outcome monitoring where required.

Findings link back to source interactions and the criteria applied, so compliance and risk teams can review, calibrate and evidence how outcomes are being reached.

/ Technology

Defined data boundaries, supported integrations, version control and human-review controls.

Scope, data segregation and integrations are agreed per deployment. Models, scorecards and rules are versioned; reviewer decisions are retained as part of the audit history.

The platform stays the same. The outcome you ask it to understand changes.

One platform, applied to the outcomes you must evidence.

Questions buyers ask us first

See Better Outcomes on your customer journey.

See Better Outcomes on your customer journey Book a 30-minute outcome assurance session