Product Intelligence

Product Intelligence.
Predictive Product Intelligence & Agentic Product Workforce.

Unify product analytics, feedback, support, billing and roadmap data into a single product view. Predict adoption, churn-risk feature gaps and roadmap impact — and coordinate specialist agents across discovery, analytics, experimentation and roadmap delivery.

Executive Snapshot
LIVE
Activation rate+62%
Net revenue retention+17pp
Churn−54%
Feature adoption+44%
7 business signals detected · 9 specialists live

Executive Outcomes — Product

Build what matters. Accelerate adoption. De-risk decisions.

Executives aren't buying AI. They're buying better decisions, faster forecasts and lower cost of execution. NESTSIGNAL™ is positioned around the commercial outcomes leadership teams care about.

Increase
Feature Adoption

Predict adoption curves and recommend activation plays.

Reduce
Time to Insight

Synthesise product, support and customer signals into a single view.

Improve
Roadmap Confidence

Quantify expected impact before commitment.

Increase
Product-Led Revenue

Surface high-intent users and recommend commercial conversion.

Outcomes first

What changes for product intelligence leaders — measured, not promised.

See verified proof
+62%
Activation rate
+17pp
Net revenue retention
−54%
Churn
+44%
Feature adoption

The Challenge

Product decisions run on gut and a backlog.

NESTSIGNAL™ replaces fragmented product tooling with a single Predictive Intelligence & Agentic Workforce platform — connecting analytics, feedback and revenue systems, generating product signals, predicting adoption and churn, and executing discovery and delivery alongside your PMs.

Feedback scattered across 6+ surfaces
Adoption signals lag behind release
Experiment learnings never compound
Roadmap drift from commercial reality
Churn surfaces in renewal calls
Feature gaps discovered in deal reviews
PMs trapped in status meetings
Outcomes disconnected from shipping

Predictive Product Intelligence

One intelligence layer for every product decision.

Unified Product View

Analytics, feedback, support and revenue reconciled into one live view.

Adoption Signals

Feature-level adoption, depth and stickiness across cohorts and plans.

Voice of Customer

Tickets, calls, NPS and reviews unified into one VoC stream.

Experimentation

Hypothesis-to-result memory with statistical rigour and reuse.

Roadmap Intelligence

Roadmap scored against revenue, retention and strategy in real time.

Churn & Expansion

Predict accounts at risk and ready for expansion with explainable drivers.

Competitive Intelligence

Win/loss, pricing and positioning signals from the front line.

Execution

Generate PRDs, release notes, experiment briefs and roadmap packs — auditable.

Agentic Workforce

Specialists collaborate across the product lifecycle.

01ConnectAnalytics, VoC, revenue
02SenseAdoption & feedback
03PredictChurn & impact
04PlanRoadmap & experiments
05ActPRDs, briefs, comms
06ReportProduct packs
07OptimiseOutcomes & learnings

AI Teams

Packaged Product Teams. Run at scale.

Product Lite

For lean product teams.

  • 3 specialist agents
  • Core connectors (analytics, support)
  • Weekly product pack
  • Email & community support
Most popular
Product Pro

For scale-up product orgs.

  • 7 specialist agents
  • Full product connector pack (analytics, VoC, billing, roadmap)
  • Predictive adoption & churn signals
  • Dedicated product engineer
Product Elite

For enterprise product organisations.

  • All 9 specialist agents
  • Custom connectors, experiment lake, roadmap intelligence
  • Real-time signals & autonomous brief generation
  • Fractional CPO advisory included
Enterprise

For global product portfolios.

  • Multi-product, multi-region deployment
  • Private model hosting, SLAs and audit support
  • Custom specialists via marketplace
  • Embedded NESTSIGNAL™ Advisory team

Extend any Product team with additional specialists, experimentation modules, sector packs and templates from the NESTSIGNAL™ Marketplace. See full Plans & Services →

AI Specialists

Nine specialists. One coordinated product workforce.

ACTIVE
product · Specialist 01/09

Discovery Agent

Synthesise interviews, tickets and signals into discovery briefs and opportunity scoring.

Signals
Theme density, problem urgency, willingness-to-pay cues.
Recs
Discovery sprints, interview plans, opportunity ranking.
Outputs
Opportunity briefs, interview guides, theme maps.
Outcomes
Higher-quality discovery in less PM time.
View SpecialistNESTSIGNAL™
ACTIVE
product · Specialist 02/09

Product Analytics Agent

Feature-level adoption, depth and stickiness across cohorts and plans.

Signals
Adoption curves, drop-offs, feature dependence.
Recs
Onboarding fixes, feature pivots, removal candidates.
Outputs
Adoption dashboards, cohort packs, feature heatmaps.
Outcomes
Adoption lifted with less guesswork.
View SpecialistNESTSIGNAL™
ACTIVE
product · Specialist 03/09

VoC Agent

Unify tickets, calls, NPS and reviews into a continuous voice-of-customer stream.

Signals
Theme volume, sentiment drift, cohort feedback.
Recs
Roadmap inputs, support fixes, comms drafts.
Outputs
VoC dashboards, theme reports, exec briefings.
Outcomes
Customer voice present in every decision.
View SpecialistNESTSIGNAL™
ACTIVE
product · Specialist 04/09

Experimentation Agent

Hypothesis-to-result memory with statistical rigour and reuse.

Signals
Experiment power, variant lift, learning quality.
Recs
Stop, scale, iterate — with stat-rigorous calls.
Outputs
Experiment briefs, decision memos, learning library.
Outcomes
Faster, sharper experiment cadence.
View SpecialistNESTSIGNAL™
ACTIVE
product · Specialist 05/09

Roadmap Agent

Score roadmap against revenue, retention and strategy in real time.

Signals
Plan vs. revenue impact, dependency risk, capacity.
Recs
Resequencing, scope trims, capacity asks.
Outputs
Live roadmap packs, scenario decks, exec updates.
Outcomes
Roadmap stays tied to commercial reality.
View SpecialistNESTSIGNAL™
ACTIVE
product · Specialist 06/09

Pricing & Packaging Agent

Pricing tests, packaging models and willingness-to-pay analysis.

Signals
Conversion by plan, discount drift, feature-plan fit.
Recs
Packaging changes, price adjustments, plan moves.
Outputs
Pricing models, packaging proposals, exec packs.
Outcomes
Higher revenue per customer with healthier retention.
View SpecialistNESTSIGNAL™
ACTIVE
product · Specialist 07/09

Churn & Expansion Agent

Predict accounts at risk and ready for expansion with explainable drivers.

Signals
Usage drop, sentiment change, expansion intent signals.
Recs
Retention plays, expansion plays, CS routing.
Outputs
Risk & expansion dashboards, account briefs.
Outcomes
Better NRR and lower churn.
View SpecialistNESTSIGNAL™
ACTIVE
product · Specialist 08/09

Competitive Intel Agent

Win/loss, pricing and positioning intelligence from the front line.

Signals
Win/loss themes, competitor moves, positioning drift.
Recs
Battlecards, positioning shifts, feature priorities.
Outputs
Battlecards, win/loss packs, positioning briefs.
Outcomes
Higher win-rate and sharper positioning.
View SpecialistNESTSIGNAL™
ACTIVE
product · Specialist 09/09

Release Comms Agent

Generate release notes, in-product messages and GTM enablement.

Signals
Release scope, audience cohorts, adoption goals.
Recs
Comms cadence, channel mix, success metrics.
Outputs
Release notes, in-product comms, enablement decks.
Outcomes
Higher launch adoption with less PM lift.
View SpecialistNESTSIGNAL™

Executive Leadership

Built for the people accountable for product outcomes.

Chief Product Officer

Live picture of adoption, roadmap impact and churn — defensible to the board.

VP Product

Discovery quality, experiment cadence and roadmap velocity in one view.

Head of Growth

Activation, expansion and pricing signal — connected to roadmap.

Chief Executive

Product performance translated into revenue and retention.

Executive Dashboard
LIVE
Module
Adoption Cockpit
Module
VoC Stream
Module
Roadmap Pack
Module
Experiment Library
Module
Churn Radar
Module
Release Builder
Activation rate
+62%
Net revenue retention
+17pp
Churn
−54%

Connected Data

Connects to the entire product stack.

See all integrations
Analytics
Amplitude
Product analytics
Analytics
Mixpanel
Product analytics
Analytics
PostHog
Open product analytics
Analytics
Heap
Autocaptured behaviour
Adoption
Pendo
Adoption & guides
Roadmap
Productboard
Discovery & roadmap
Delivery
Jira
Delivery workflow
Delivery
Linear
Delivery workflow
Support
Zendesk
Voice of customer
Support
Intercom
Voice of customer
Calls
Gong
Customer call intelligence
CRM
Salesforce
Account & revenue
CRM
HubSpot
Account & revenue
Billing
Stripe
Billing & MRR
Warehouse
Snowflake
Product data lake
Warehouse
BigQuery
Product data lake
BI
Looker
Reporting surface

Product Signals

Continuous detection across adoption, retention and roadmap.

Adoption Drop — New Onboarding
92% conf.

Activation rate on new onboarding cohort down 22% vs. control.

Impact
Activation
Value
Restore activation funnel
Recommended actions
  • Roll back step 3
  • Open experiment
Product Analytics AgentExperimentation Agent
Churn Risk — Mid-market Tier
89% conf.

18 accounts show 70%+ churn risk; usage drop pattern across feature group B.

Impact
Revenue retention
Value
Protect £620k ARR
Recommended actions
  • Route to CS
  • Trigger save play
Churn & Expansion Agent
Expansion Ready — Enterprise
86% conf.

12 accounts hit expansion criteria across seats and feature usage.

Impact
Revenue growth
Value
Open £1.1M expansion
Recommended actions
  • Notify AE
  • Generate expansion brief
Churn & Expansion Agent
VoC Theme Surge — Reporting
88% conf.

Theme 'custom reporting' up 34% across tickets and calls in 3 weeks.

Impact
Roadmap signal
Value
Capture roadmap signal early
Recommended actions
  • Open discovery
  • Brief PM
VoC AgentDiscovery Agent
Experiment Power Low — Pricing
91% conf.

Current pricing test under-powered; predicted to inconclusive.

Impact
Decision risk
Value
Avoid inconclusive call
Recommended actions
  • Extend window
  • Re-cohort
Experimentation AgentPricing & Packaging Agent
Competitor Move — Pricing
84% conf.

Two competitors moved pricing; positioning drift detected in 5 deals.

Impact
Win-rate
Value
Protect 5 active deals
Recommended actions
  • Refresh battlecard
  • Brief sales
Competitive Intel Agent
Release Risk — Module X
87% conf.

Adoption signals on Module X 31% below target after week 2.

Impact
Launch outcome
Value
Recover launch trajectory
Recommended actions
  • In-product comms push
  • Enablement refresh
Release Comms AgentProduct Analytics Agent

Predictive Forecasting

Forward-looking product intelligence with confidence bands.

Activation Rate
38%62%
12wknow
Net Revenue Retention
108%125%
12wknow
Churn
11%5%
12wknow
Feature Adoption
54%78%
12wknow
Experiment Velocity
4/qtr14/qtr
12wknow

Marketplace

Expand your product platform over time.

Explore marketplace
AI Specialists

Add specialists from the catalogue as the product matures.

AI Teams

Activate discovery, analytics and growth teams in days.

Templates

PRDs, experiment briefs, release notes, board packs.

Playbooks

Activation, retention and expansion playbooks.

Industry Packs

SaaS, fintech, marketplace and consumer — pre-tuned.

Experiment Lake

Compound experiment learnings into one library.

Connector Packs

Niche connectors for analytics, billing and roadmap.

Premium AI Models

Access to leading frontier and specialist models.

Additional AI Credits

Top-up usage capacity on demand.

Industry Solutions

Tuned for the products you build.

Advisory & Services

Software is the start. Product transformation needs expertise.

Product Discovery

Identify highest-impact product opportunities in 4 weeks.

Product Strategy

Function-wide AI strategy aligned to commercial goals.

Operating Model

Discovery, delivery and growth model redesign.

Fractional CPO

Embedded product leadership on demand.

Implementation

Deploy specialists, connectors and workflows.

Training

Build internal product capability across leaders and PMs.

Managed Product

We run the workforce; you focus on the vision.

Optimisation

Continuous tuning of signals, models and execution.

Experiment Programme

Stand up a high-cadence experiment programme.

Customer Outcomes

Measured against the product metrics that matter.

+62%
Activation rate
+17pp
Net revenue retention
−54%
Churn
+44%
Feature adoption
3.5×
Experiment velocity
+28%
Win-rate
+£3.1M
Expansion opened
97%
Decision audit coverage

How We Deliver

Choose how you work with NESTSIGNAL

Every organisation is at a different stage of its AI journey. Some want to self-manage the platform. Some want expert guidance. Others want outcomes delivered. NESTSIGNAL supports all three.

Option 01 · Self-Service Platform

Deploy & manage your own AI Workforce

Ideal for organisations that want complete control over their AI capabilities.

  • Full access to the NESTSIGNAL Platform
  • Predictive Business Intelligence
  • Agentic Workforce
  • AI Teams & Specialists
  • Marketplace, Connectors & Templates
  • Executive Dashboards
Explore the Platform

Option 02 · Managed AI Workforce

Your AI. Our Team.

We monitor your organisation, validate AI-generated insights and execute agreed actions on your behalf — an extension of your team.

  • Roadmap Reviews
  • Adoption Analytics
  • Experimentation Ops
  • Feature Performance
  • Voice-of-Customer
Explore Managed Services

Option 03 · Advisory Services

Strategic AI Leadership

Work directly with experienced operators to accelerate your AI transformation.

  • AI Strategy & Governance
  • Executive Advisory & Workshops
  • AI Readiness Assessments
  • Department Transformation
  • Technology & Data Strategy
  • Fractional CTO / Chief AI Officer
Book an Advisory Session

Option 04 · Implementation & Success

From Discovery to Adoption

We design, deploy, integrate and continuously optimise NESTSIGNAL across your organisation.

  • Discovery Workshops & Platform Deployment
  • Data Integration & Connector Configuration
  • AI Team Setup & Custom Specialists
  • Workflow Automation & User Training
  • Change Management & QBRs
  • Performance & AI Maturity Reviews
Talk to Implementation

Software subscriptions · Managed AI workforce · Advisory · Implementation & success — one long-term transformation partner.

Verified outcomes

How operators put this into production.

Anonymised executive case studies from teams running NESTSIGNAL across product intelligence and adjacent functions.

All case studies
Payments
Global Payments Network

Risk, finance and operations teams ran on disconnected dashboards. Anomalies in settlement and chargeback flow were detected days late.

94%
Faster anomaly detection
£6.2M
Annual leakage recovered
11×
Decision velocity vs. BI
Retail & Commerce
Multi-brand Retail Group

Marketing, merchandising and store ops worked in silos. Predictive insight existed in pockets but never reached execution.

+18%
Like-for-like revenue uplift
−32%
Time-to-decision across functions
4.1×
Marketing ROI on coordinated spend

Available With

Bring Product Intelligence. into your business.

Every Solution, Specialist and Workforce is delivered through one of three engagement models. Compare plans on the Plans page.

Product Intelligence
See Predictive Product Intelligence running on your product.