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Analyse · Dashboards & ISAAC AI

Your customers say four things at once. Most AI hears one.

ISAAC, our text and sentiment engine, reads open feedback in 30+ languages, five levels deep, and turns it into dashboards, scores and summaries you can trust.

The security agents are genuinely professional and well trained, but the teams don't talk to each other, follow-up on our requests is slow, and we get no visibility on the cleaning schedule.

Overall sentiment: Neutral One score. Three real problems get averaged away with a single compliment, so nothing gets done.
  • Staff & Professionalism › Staff competencePositive
  • Communication & Coordination › Inter-team communicationNegative
  • Responsiveness › Follow-up requiredNegative
  • Operational Reliability › Schedule visibilityNegative
Four topics, four sentiments. One team to thank, three issues to route to the right people.
See it on your own data
How it works

From scattered feedback to a single source of truth.

Every channel runs through one taxonomy and one sentiment layer. That is what makes a Google review, an NPS verbatim and a call transcript finally comparable.

SurveysPublic reviewsCallsSupport ticketsIn-appISAACAIDashboards & scoresSentiment per topicAI summariesAsk ISAAC
01IngestEvery voice, one inbox

Surveys, public reviews, calls and support tickets land in one place, in 30+ languages.

02UnderstandStructured, the same way every time

Our AI tags each comment against one taxonomy and scores sentiment per topic, five levels deep. Deterministic, so it holds up months later.

03AnswerDashboards, summaries, answers

Live scores, AI summaries, heatmaps and Ask ISAAC. Ready to read, or ask in plain language.

Category analysis

Drill into the categories your customers actually talk about.

Expand any theme for a structured AI summary, then read the real comments behind it, each tagged by topic and sentiment. This is the live product, not a mockup of one.

AI summary

Client feedback regarding Staff & Professionalism is overwhelmingly positive, with frequent praise for the technical expertise, reliability, and conduct of the staff.

Strengths
  • High Level of Technical Competence
  • Professional and Discreet Conduct
  • Well-Trained and Reliable Staff
Watch-outs
  • High Staff Turnover
  • Lack of Communication Between Teams
  • Inconsistent Follow-Up and Reporting

Suggested focusReduce Staff Turnover · Enhance Inter-Team Communication · Improve Follow-Up and Responsiveness

5 of 402 comments
8
Sarah Jones27/04/2026

Very professional on the security side, but teams don't communicate with each other, which is a real problem.

agenceparis
buintegrated services
clientbnp paribas
languageen
secteurbanking
Staff & Professionalism › Security professionalism Communication & Coordination › Site manager communication
7
Nicolas Moreau26/04/2026

Très bonne maîtrise technique des équipes, mais on doit relancer plusieurs fois pour obtenir un compte-rendu.

Very good technical command from the teams, but we have to follow up several times to get a report.

agencebrussels
bufull fm
clientla poste
languagefr
secteurpublic services
Staff & Professionalism › Staff competence Responsiveness › Follow-up required Communication & Coordination › Service updates
7
Hannah Jackson23/04/2026

Impeccable competence from the field teams, we are satisfied.

agencebordeaux
bufull fm
clienttotalenergies
languageen
secteurtelecom
Staff & Professionalism › Staff competence
7
Maxime Laurent22/04/2026

Déçus par l'hygiène des sanitaires, alors que les équipes montrent de réelles compétences sur les autres prestations.

Disappointed by the hygiene of the washrooms, although the teams show real competence on the other services.

agencelyon
bucleaning
clientcarrefour
languagefr
secteurretail
Staff & Professionalism › Staff competence Service Quality › Hygiene
4
Claire Roux17/04/2026

On manque totalement de visibilité sur les plannings, pourtant les techniciens qui interviennent sont excellents.

We completely lack visibility on the schedules, yet the technicians who come out are excellent.

agencelille
butechnical
clientsncf
languagefr
secteurtransport
Staff & Professionalism › Staff competence Operational Reliability › Schedule visibility
AI summary

Communication & Coordination is the single largest source of negative feedback.

Strengths
  • Strong Site Managers
  • Clear Single Point of Contact
Watch-outs
  • Teams Don't Talk to Each Other
  • Late or Missing Updates
  • Unclear Escalation Paths

Suggested focusAppoint a Single Coordinator per Site · Send Proactive Status Updates

4 of 515 comments
3
Sophie Martin25/04/2026

Chaque équipe travaille dans son coin, personne ne se parle, c'est ingérable.

Each team works in its own corner, nobody talks to each other, it's unmanageable.

agenceparis
buintegrated services
clientaxa
languagefr
secteurinsurance
Communication & Coordination › Inter-team communication
2
David Smith24/04/2026

We're never informed when interventions happen, we only find out afterwards.

agencelondon
bufull fm
clienthsbc
languageen
secteurbanking
Communication & Coordination › Service updates
9
Laure Dubois21/04/2026

Notre responsable de site est excellent, toujours joignable et au courant de tout.

Our site manager is excellent, always reachable and on top of everything.

agencenantes
buintegrated services
clientorange
languagefr
secteurtelecom
Communication & Coordination › Site manager communication
4
Marc Janssens19/04/2026

When there's an issue, nobody seems to know who is responsible.

agenceantwerp
bufull fm
clientkbc
languageen
secteurbanking
Communication & Coordination › Escalation paths
AI summary

Responsiveness is a recurring pain point.

Strengths
  • Fast On-Site Action When Mobilised
Watch-outs
  • Slow Follow-Up on Requests
  • No Acknowledgement of Tickets
  • Repeated Reminders Needed

Suggested focusAcknowledge Every Request Within 24h · Close the Loop Proactively

3 of 300 comments
3
Émilie Bernard26/04/2026

On doit sans cesse relancer pour la moindre demande de maintenance.

We constantly have to chase for the smallest maintenance request.

agenceparis
butechnical
clientbnp paribas
languagefr
secteurbanking
Responsiveness › Follow-up required
2
James Brown23/04/2026

Requests disappear into a void, no confirmation and no timeline.

agencemanchester
bufull fm
clientvodafone
languageen
secteurtelecom
Responsiveness › Acknowledgement
8
Thomas Petit23/04/2026

Quand ils interviennent, c'est rapide et bien fait, mais il faut d'abord les relancer.

When they intervene, it's quick and well done, but you have to chase them first.

agencebrussels
butechnical
clientproximus
languagefr
secteurtelecom
Responsiveness › On-site speed Responsiveness › Follow-up required
AI summary

Operational Reliability is mixed.

Strengths
  • Dependable Technical Interventions
  • Consistent Security Coverage
Watch-outs
  • Inconsistent Cleaning Quality
  • Poor Schedule Visibility

Suggested focusStandardise Quality Across Sites · Share Schedules in Advance

3 of 280 comments
4
Camille Roussel22/04/2026

La propreté des sanitaires est insuffisante, même si le reste est correct.

The cleanliness of the washrooms is insufficient, even if the rest is fine.

agencetoulouse
bucleaning
clientairbus
languagefr
secteuraerospace
Operational Reliability › Cleaning quality
9
Peter Wright20/04/2026

Security coverage is reliable and exemplary, no complaints at all.

agencedublin
buintegrated services
clientgoogle
languageen
secteurtechnology
Operational Reliability › Security coverage
6
Julien Faure18/04/2026

Aucune visibilité sur le planning des interventions, c'est frustrant.

No visibility on the intervention schedule, it's frustrating.

agencemarseille
butechnical
clientedf
languagefr
secteurutilities
Operational Reliability › Schedule visibility
AI summary

Service Quality is broadly positive, with clients praising the overall standard of delivery and the professionalism behind it.

Strengths
  • High Overall Standard
  • Strong on Core Services
Watch-outs
  • Hygiene and Sanitary Gaps
  • Variability Between Service Lines

Suggested focusRaise the Floor on Hygiene

3 of 319 comments
9
Anna Schmidt24/04/2026

The general quality of service is genuinely good across the board.

agencefrankfurt
bufull fm
clientsiemens
languageen
secteurmanufacturing
Service Quality › Overall standard
5
Lucas Moreau21/04/2026

Très bien sur la sécurité, beaucoup moins sur le nettoyage.

Very good on security, much less so on cleaning.

agenceparis
buintegrated services
clientsanofi
languagefr
secteurpharma
Service Quality › Security Service Quality › Cleaning
8
Olivia Davis19/04/2026

Top quality on the technical side, consistently.

agencebirmingham
butechnical
clientbp
languageen
secteurenergy
Service Quality › Technical
Sentiment over time

Watch sentiment move, topic by topic.

Compare positive and negative trends for any theme across months, quarters or years. Green is climbing, pinkred is slipping.

JanFebMarAprMayJun
Staff & Professionalism+34+38+41+44+47+49
Communication & Coordination-42-46-44-50-41-38
Responsiveness-46-50-48-52-47-45
Operational Reliability-6-10-4-8+2+6
Service Quality+26+29+31+30+33+35
More negativeMore positive
Dashboards & scores

The numbers, live and shareable.

NPS, CSAT, CES and your own custom scores. Distribution, trend and team ranking, on dashboards you build once and share across the organisation.

NPS49+6vs last quarter
CSAT4.3+0.2out of 5
CES2.1-0.3lower is better
NPS breakdown
61%27%12%
PromotersPassivesDetractors
NPS trend Last 6 months
Team ranking
1Paris58
2Brussels51
3London47
4Lyon39
Ask ISAAC

Skip the dashboards. Just ask.

Ask anything in plain language and get an answer grounded only in your verified feedback. No hallucinations, no guessing, always traceable to the verbatims.

What is dragging our score down?
Two themes explain most of it: Communication & Coordination and Responsiveness. Communication is the biggest, raised in 446 detractor comments, mostly about teams not talking to each other and late updates. Built on 1,090 verbatims
Try

Want to ask from a full conversation, or from your own AI tool? Meet Ask ISAAC, or use the MCP connector in Claude, Copilot or ChatGPT.

How we make it

Why this is not just another LLM wrapper.

General AI can summarise text. Turning customer feedback into something you can act on, at scale, in a regulated business, takes six things it does not have.

Deterministic

Run the same feedback again next quarter and you get the same categories. No drifting topics, no surprises. A general LLM gives you a different list every time.

European by design

Hosted in the EU. Sensitive data is recognised and anonymised before analysis, and your feedback never trains anyone else's model.

Built for your industry

ISAAC knows a retailer's collections, an insurer's claim types, a bank's touchpoints. The context is built in, not guessed at.

One taxonomy, every source

Surveys, reviews, calls and tickets run through the same categories and the same sentiment layer, so for once you can actually compare them.

Sentiment per topic, 5 levels deep

One comment can praise and complain at once. We split it by topic instead of averaging it into a neutral score that helps no one.

Always traceable

Every summary, alert and answer cites the real customer verbatims behind it. No black box, no hallucinations, just what people said.

Next: Key Driver Analysis

Now you know what they say. See what it costs you.

Key Driver Analysis ranks every theme by how much it moves your score, so you fix the one with the most impact first.

Explore Key Driver Analysis

See what your customers are really telling you.

Book a 30-minute demo and we will run ISAAC on your own feedback, live. Dashboards, sentiment per topic and summaries, from day one.

Request demo
DRAFT · Dashboards & ISAAC AI