30M+ calls analysed every year
Automated supervision and quality control running in production for a major financial-services company in Asia.
- EU-based
- GDPR by design
- Runs in your cloud
Find insights in every interaction with clients
AI Communication Inspector analyses every customer conversation and automatically surfaces what matters to your business.
- Sales & engagement insights
- Compliance checked
- Quality supervised
- Agents coached
Built by
Built by Bull
Leading European technology group focused on sovereign AI and data.
3K+
engineers and experts
32
countries served
13%
of revenue invested in R&D
Enterprise proof
Proven in production
AI Communication Inspector already processes customer conversations at enterprise scale and turns them into measurable business outcomes.
Higher conversion
AI-generated sales signals help target more relevant offers.
Quality control at scale
Every selected interaction assessed consistently against predefined business, process and compliance rules.
300+ enterprise AI projects
Proven delivery experience at enterprise scale. Built on Bull Group's experience from more than 300 enterprise AI projects.
The impact
What changes when you analyze every conversation
Today
With AI Communication Inspector
Quality of less than 2% of calls reviewed
100% of communication analysed
Customer needs and sales opportunities remain
hidden in communications
hidden in communications
Sales, engagement and CX signals identified
and pushed to your CRM
and pushed to your CRM
Compliance and process issues are often
discovered too late
discovered too late
Issues are flagged as they arise, with evidence provided
After-call summaries and classifications require
manual work
manual work
Summaries, classification and structured insights generated automatically
Modules
One platform. Four modules.
One solution, tailored to answer the business questions that matter the most.
AI Communication Insights
Automated communication analyser that detects sales and engagement insights — life events, financial needs, and voice of customer — from every conversation.
Best for
AI Call Inspector
Multi-level call categorisation and identification of clients, products, and regulated processes — KYC, MiFID II, GDPR, and promotion-condition checks.
Ideal for
AI Quality Assurance
Checks agents follow your sales or support process, supervises chat and sales-conversation quality, and monitors performance across teams and agents.
Built for
AI Coach
Automated call feedback sent to each operator, with summaries and recommendations tailored to your call scripts and calling propositions.
Recommended for
How it works
From customer conversations to actionable insights
AI Communication Inspector captures the full context of each interaction and answers the business questions behind every conversation.
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01
Capture
Calls, meetings, chats, emails and notes — as audio files or existing text.
-
02
Process
Audio is transcribed and all communication data is prepared for consistent AI analysis.
-
03
Inspect
AI evaluates every interaction against your predefined business, sales, customer experience or compliance questions.
-
04
Deliver
Insights are delivered as structured data, dashboards and signals for CRM, campaigns, reporting and customer profile enrichment.
Worked example
From one call to business value
- Speech-to-text
- LLM analysis
- Insight detection
See how each part of a real conversation becomes insight your teams can act on.
Agent
Good day, Laura Simon speaking. How can I help you?
Client
Hello, this is David Lambert. I'm calling because when I travel to South America, to Chile, my card payments sometimes get blocked — I wanted to let you know in advance.
AI analysis by Comm Inspector
- Travel notification Client travelling to South America (Chile)
- Reason for call Prevent account monitoring blocking payments
- Client David Lambert
Agent
Thank you for telling us in advance. And how long will you be there, from when to when?
Client
I'll be there from the 17th until the 27th.
AI analysis by Comm Inspector
- Travel dates 17th – 27th (10 days)
Agent
Noted — I'll record this so our security team won't block your payments. Have a nice trip, goodbye.
AI analysis by Comm Inspector
- Interaction outcome Travel note recorded in the system
One two-minute call — here's what it's worth to the business.
Business value delivered
Five outcomes from a single conversation
-
Stronger client experience
Proactive support and smooth payments while the client travels.
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Reduced risk & false alerts
Security is informed, so genuine payments aren't blocked as fraud.
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Operational efficiency
Key call outcomes captured and logged automatically.
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CRM-ready insights
Structured output ready for CRM and downstream processes.
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Revenue & relationship growth
Richer client context supports cross-sell and retention.
Proven results
From hidden call signals to higher-converting campaigns
Challenge
Valuable sales signals were hidden in call volume.
Customers mentioned life events, financial needs, and product interests during routine calls.
The volume made manual review impossible, so these opportunities never reached sales and marketing teams.
What AI Communication Inspector did
Every conversation was analyzed.
The solution evaluated calls and transcripts against predefined business questions to identify relevant customer needs and product-related signals.
It then turned these findings into structured insights for CRM campaigns.
Business results
Campaigns with AI-generated insights converted above average.
Valuable cross-sell and up-sell signals were extracted from customer conversations with the contact center and fed into CRM campaigns.
Deployed your way, customised to your needs
Deploy in your environment
Runs in your Azure, AWS or GCP environment and connects with your communication sources, data platform, CRM and reporting tools.
Configured for your use cases
Business questions, taxonomies and outputs are tailored to your needs—from sales and service to compliance, risk and quality.
Delivered end to end
We cover analysis, speech-to-text, data processing, configuration, integration, testing, training and go-live.
Production-ready and supported
Monitoring, audit trails, retention controls and SLA-based support keep the solution reliable, explainable and secure.
Build vs. partner vs. buy
Why choose AI Communication Inspector
Three ways to get AI-driven communication analysis —
and what each one actually costs you.
Build
Develop a custom AI solution in-house with your own engineering team.
- Slow time to market
- Expensive — no economy of scale + overhead costs
- Risky investment — what if an ideal solution already exists?
- Need to manage IT costs on your own
- Tailored to your needs
- No lock-in — you own the intellectual property
Partner with Bull
Leverage our proven AI products and pay only for results. Zero risk, maximum speed.
- Quick time to market
- No risk from product development
- Pay according to business impact
- Tailored to your needs — product adapted for you
- No lock-in — you own the intellectual property
- All costs included — implementation, IT, adoption
Why can we offer this?
We are backed by the French State (APE) and we are on a mission to create something impactful on an entire European level. No quick-ROI pressure, no squeezing gains before the product can truly shape Europe's competitiveness.
Buy SaaS
Subscribe to an off-the-shelf AI platform from a third-party vendor.
- Quick time to market
- No risk from product development
- Pay for usage
- Vendor lock-in — you can't buy it, it's their IP
- Business outcome not guaranteed
- Extra costs for implementation services — consulting / IT partners
- Duplicating IT investments — your IT already built data platforms
Common questions
Quick answers to the questions we hear most from teams evaluating AI Communication Inspector.
AI Communication Inspector analyses customer conversations and turns them into structured, actionable insights for CRM, contact centre, customer experience, sales, compliance and risk processes.
It can process call recordings, meeting recordings, existing transcripts, chats, emails and agent notes. Audio can be converted into text before analysis.
It can detect customer needs, life events, sales opportunities, product feedback, service issues, compliance risks and process gaps based on business questions defined with your team.
The solution captures communication data, prepares and analyses it against predefined questions, and delivers the results as structured data, dashboards, alerts or signals for other business systems.
Yes. It can automatically generate conversation summaries and classify interactions using a tailored, multi-level taxonomy.
Yes. The solution can evaluate whether agents follow required scripts, processes and regulatory rules, while providing the relevant conversation context as supporting evidence.
Yes. Each detected insight can be linked to the relevant part of the conversation, the question evaluated and other supporting information, allowing users to review the result.
Yes. Results can be delivered to CRM, data warehouses, campaign tools, reporting platforms and dashboards as structured fields, files or other agreed formats.
Yes. The same platform can be configured for different use cases across sales, service, contact centre operations, compliance, risk, product management, customer experience and data teams.
It can be deployed in your Azure, AWS or GCP environment and integrated with your existing communication sources, data platform and business applications. The delivery can include analysis, configuration, integration, testing, training, monitoring and ongoing support.
Yes. For instance, in one implementation, the AI successfully supervised millions of calls in "Taglish" (a mix of Tagalog and English) for a large-scale collections centre.
The package includes data ingestion support, prompt definition, report customisation, monitoring setup, and full team enablement.
See what's hiding
in your own
conversations
Most teams only ever review a fraction of their conversations. In one walkthrough, we'll show you what AI Communication Inspector finds across 100% of them — on your data, not a generic demo.
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A walkthrough on your conversations Bring a sample of calls, chats or emails; we show the signals, summaries and compliance checks it extracts, each traceable back to the transcript.
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Focused on your role Whether you own CRM, compliance, QA or coaching, we centre the session on the outcomes your team is measured on.
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A clear path to live Integrations, deployment in your cloud, and what it takes to move from pilot to production.
Trusted where every conversation counts — including a 30M+ calls-a-year production deployment, built by Bull.