Perly Consulting │ Beck Eco

The State of Play

A living index of AI adoption across industries — where established practice meets the bleeding edge
UPDATED DAILY

The AI landscape doesn't move in one direction — it lurches. Some techniques leap from experiment to table stakes in a single quarter; others stall against regulatory walls, technical ceilings, or organisational inertia that no amount of hype can dislodge. Knowing which is which is the hard part. The State of Play cuts through the noise with a rigorously maintained index of AI techniques across every major business domain — classified by maturity, evidenced by real-world adoption, and updated daily so you always know where you stand relative to the field. Stop guessing. Start knowing.

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AI Maturity by Domain

Each dot marks the weighted maturity of practices within a domain — hover for a brief summary, click for more detail

DOMAIN
BLEEDING EDGEESTABLISHED

Partner & channel sales support

BLEEDING EDGE

TRAJECTORY

Stalled

AI that supports partner and channel sales with co-branded materials, deal registration assistance, and partner enablement. Includes partner portal AI and channel conflict detection; distinct from vendor management in operations which manages suppliers rather than sales partners.

OVERVIEW

AI-powered partner and channel sales support remains stuck in the experimental phase. The tooling exists -- PRM vendors have shipped GA features for content generation, conversational deal registration, and intelligent referral routing -- but production adoption has not moved beyond pockets of mid-market success despite two years of platform availability. The practice is bleeding-edge and stalled.

The core problem is well understood: channel partners are under-resourced compared to direct sales teams, making content discovery, deal registration, and compliance workflows manually intensive. AI should be a natural fit. Yet the gap between platform capability and organisational readiness has proven stubbornly persistent. Research consistently finds that only around 5% of AI projects reach full deployment at scale, with CRM data quality, governance deficits, and workflow redesign resistance as the primary blockers. Vendor feature releases keep shipping, but the constraint is no longer the software -- it is the operational maturity required to use it.

CURRENT LANDSCAPE

The vendor ecosystem continues to mature with competing signals on adoption. Forrester's Q4 2025 landscape evaluates 12 PRM vendors; Impartner, Zift Solutions, Salesforce, and Allbound anchor the enterprise tier. Q2 2026 product releases accelerate capability: Impartner's Partner Marketing Automation GA (April 2026) unifies email, social, and paid-ads orchestration with AI-driven campaign optimization and lifecycle-triggered execution; Salesforce's Partner Cloud GA (May 2026) adds AI-powered lead assignment, bottleneck identification, and engagement measurement; Highspot Nexus GA equips manufacturing dealers and field partners with agentic role play, real-time coaching, and unified content—all demonstrating production-ready partner enablement. Salesforce shifted its consulting partner program to outcome-based incentives ($1B investment tied to adoption and ROI), signaling vendor recognition that AI enablement requires new economics. Impartner-Crossbeam integration (April 2026) enhances partner intelligence with ecosystem visibility and opportunity identification.

Market research shows ecosystem maturation: Computer Market Research documents 38% of channel teams piloting AI for partner content personalization, with PRM adoption at 62% among $25M+ revenue companies; partner-involved deals are 32% larger and close 46% faster than direct sales. CRO Club's May 2026 comparative review of 20 AI-powered partner enablement tools signals an established, segmented market addressing training, content personalization, portals, and CRM integration. Channel partner demand is shifting visibly. Futurum Group's March 2026 survey of 400 partner decision-makers found co-sell support became the #1 vendor priority (39.2%, +14.6 points), displacing training entirely. Distributors now position partner enablement, digital platforms, and sales playbooks as critical services for AI vendors. Yet adoption remains contingent on maturity: vendor channel leaders cite pervasive barriers—AI skills gaps, difficulty monetizing AI services, margin pressure, and organizational readiness. TSIA's Q1 2026 framework identifies three structural barriers: clarity gaps ('Don't Know'), skill deficits ('Can't Do'), and incentive misalignment ('Won't Do'). Mid-market deployments provide strongest evidence of value (Apollo 4,000 partners at 10% revenue, Breezy 45% YoY growth). Enterprise-scale adoption, however, faces compounding constraints: AvePoint/Omdia research finds 51% of managed service providers cite governance and compliance as primary AI adoption barriers, with only 43% achieving high delivery maturity despite 94% expressing commitment. Wire's analysis of sales AI adoption documents 87% of enterprises missed 2025 targets despite heavy AI investment, citing CRM data fragmentation, missing context, and poor preparation as root causes. Lagrange Data analysis finds 95% of AI partnerships fail before production due to data governance complexity, averaging $4.7M in sunk costs. The PRM market continues growing—valued at $9.31B in 2024 with 13.3% CAGR—but AI-powered channel enablement remains concentrated in early adopters. The barrier is no longer platform features but organizational execution, data quality, and partner readiness.

By late April 2026, vendor acceleration shows concrete product innovation in partner onboarding and enablement: ZINFI's AI-powered onboarding cuts partner activation time by 60%, addressing spreadsheet-based workflows affecting 78% of enterprise channel programs. Microsoft and Bain position partner-led AI delivery as core business strategy, with the 500K Microsoft partner ecosystem delivering end-to-end AI value at scale. Salesforce partnership revenue growth ($5B+ on AWS Marketplace) validates partnership architecture as competitive necessity in the AI era. Yet channel leaders at April 2026 conferences (Channel Partners, XChange LATAM) repeatedly surface the same barriers: infrastructure readiness gaps (80% of organizations need upgrades), data quality as fundamental enabler with no clear AI focus in many companies, and technical-to-business alignment gaps delaying deployment. Survey data from 4,500 channel partners shows adoption of co-marketing templates at 64%, indicating foundational tools are spreading, but complexity of AI value realization remains the constraint. The pattern is consistent across geographies and partner types: willingness to invest (94% of MSPs committed to automation), but execution capability and data governance remain the binding constraints to scale. Product innovation is accelerating; organizational readiness has not kept pace.

TIER HISTORY

ResearchJan-2024 → Jan-2024
Bleeding EdgeJan-2024 → present

EVIDENCE (69)

— Omdia/AvePoint MSP research: governance and compliance are top AI adoption barriers for channel partners; 51% cite governance blocker, 94% want automation but only 43% achieve high delivery maturity.

— Computer Market Research: 38% of channel teams piloting AI for content personalization; PRM adoption at 62% among $25M+ revenue companies; partner deals 32% larger and 46% faster than direct sales.

AI-Powered PRM: A Complete GuideProduct Launches

— Salesforce Partner Cloud automates lead assignment to partners, identifies process bottlenecks, and measures ROI via engagement metrics—demonstrating GA production capability for partner sales enablement.

— Highspot Nexus agentic platform equips manufacturing dealers and field partners with role play, real-time coaching, and unified content delivery across reps and partners—GA partner enablement at scale.

— CRO Club comparative review of 20 AI-powered partner enablement tools segmented by training, content personalization, portals, and CRM integration—documents mature, diversified vendor ecosystem.

— Strategic analysis positioning AI as partner-manager force multiplier for research, account mapping, co-sell briefs, and deal registration—reframes AI's role as accelerant for partner-enabled sales motions.

— Bain positions partnerships as core to AI-era strategy; Salesforce became AWS fastest-growing ISV with $5B+ marketplace revenue; validates partnership architecture as critical to enterprise AI delivery.

— Techaisle survey of 4,500 channel partners: 64% report high usage of co-marketing templates; AI-driven buyer prediction emerging as competitive practice for partner engagement events.

HISTORY

  • 2024-Q1: Early PRM platforms integrate generative AI for partner portal automation and content discovery (Zift, Impartner). Lookout case study shows strong ROI on partner portal deployment. Microsoft accelerates partner AI adoption via certified AI designations and partner ecosystem growth metrics (250% increase in gen AI partners in 8 months). Adoption barriers identified: staffing gaps, process misalignment, technical failures, and post-launch strategy gaps persist.
  • 2024-Q2: Additional deployment evidence from boost.ai shows successful mid-market partner portal adoption with modern UX features. Unifyr reinforces market position with G2 leadership recognition. However, Edge International survey reveals broader adoption plateau: 60% of firms have formal partner performance standards but tech adoption remains low. Over 40% report partner underperformance continues to impact profitability, indicating AI tools have not yet shifted practitioner behavior at scale.
  • 2024-Q3: Vendor momentum continues (Impartner G2 leadership, Salesforce Einstein Copilot features), but hype cycle deflates. Gartner forecasts 30% abandonment of gen AI projects by end of 2025 due to cost, data quality, and unclear ROI. Channel practitioners openly question whether AI in partner programs is game-changing or buzzword-driven trend, citing mis-prioritization over fundamentals (people, processes). Market reflects deepening skepticism about AI adoption despite ongoing feature releases.
  • 2024-Q4: Ecosystem integration accelerates with Impartner joining Microsoft Azure Marketplace (December) and seamless Dynamics 365 integration. PRM market valued at $9.31B with 13.3% CAGR to $19.69B by 2031, signaling sustained market growth. Deployment momentum continues: boost.ai case study demonstrates ongoing real-world adoption. Adoption surveys show 77% of channel partners closed AI deals in 2024 and 64% believe AI improves customer relationships, though structural barriers (process gaps, ROI skepticism) persist and constrain larger-scale rollout.
  • 2025-Q1: Production deployments continue in mid-market segment: PartnerStack case studies document Apollo (4,000 partners, 10% revenue), Breezy (45% YoY growth), Freshworks (300% sign-up growth), and others achieving measurable outcomes. Industry conference (Channel Focus 2025) confirms AI automating partner incentives and engagement, but requires organizational investment. Implementation guides (Pedowitz, PartnerBOT) propose maturity frameworks. However, practitioner assessments warn of AI tool market saturation and overselling without rigorous problem-solving, indicating broader adoption remains constrained by process maturity and ROI skepticism.
  • 2025-Q2: Independent research surfaces systematic ROI and implementation barriers: IBM survey finds only 25% of AI initiatives deliver expected ROI; McKinsey analysis shows 80% of organizations see no bottom-line impact. Root causes identified: piecemeal implementation (only 21% redesign workflows, 28% have CEO governance), CRM data quality gaps undermining AI reliability, and organizational execution capability gaps. Mid-market deployments continue to show real outcomes, but enterprise adoption stalls as focus shifts from platform features to organizational readiness, data governance, and strategic workflow redesign.
  • 2025-Q3: Industry-wide adoption evidence shows mixed signals: 78% of PRM organizations already using AI (Advanced Communities), supporting vendor claims of high segment penetration; Zift Solutions user base reaches 1,193 verified companies by August. However, broader enterprise adoption remains constrained by execution gaps. SuperAGI report documents 85% of AI projects failing to deliver expected results in sales; only 20% of companies see significant revenue increases. Capgemini reports Gen AI adoption scaled fivefold since 2023, reaching 30% of enterprises, but governance and readiness gaps persist. Deloitte analysis highlights compliance, workforce, and organizational capability barriers as primary constraints, not platform limitations. Impartner releases AI Playbook to support practical adoption.
  • 2025-Q4: Vendor ecosystem shows continued feature expansion: Impartner launches Aimi AI engine (December) for conversational deal registration and content creation; Microsoft Partner Center releases AI-driven referral submissions with intelligent validation (December). Forrester evaluates 12 PRM vendors in Q4 landscape report, confirming ecosystem maturity. Mid-market deployments (GitLab, Atlassian, TD SYNNEX) documented in Impartner playbook show continued real-world adoption. However, critical research surfaces persistent enterprise adoption barriers: MIT study finds only 5% of AI projects reach full deployment; BCG: 5% of firms achieve measurable AI value at scale; Gartner forecasts 40% of agentic projects scrapped by 2027. Root causes remain unresolved: tool sprawl, CRM data quality gaps, organizational readiness and process redesign barriers. Practice maturity plateaus in segments but enterprise-scale breakthrough remains blocked by implementation and governance barriers, not platform features.
  • 2026-Jan: Microsoft escalates partner ecosystem expansion with AI Cloud Partner Program updates and $300B Marketplace opportunity by 2030. TSIA analysis surfaces specific adoption barriers: clarity gaps ('Don't Know'), skill deficits ('Can't Do'), and incentive misalignment ('Won't Do'). Broad adoption metrics show 88% of organizations experimenting with AI but only 5% at scale integration; 95% of AI pilots failing revenue targets. Strategic guidance emerges for partners: specialize vertically, build recurring revenue models, embed AI internally before selling to customers. Ecosystem continues maturing but structural adoption barriers persist.
  • 2026-Feb: Vendor ecosystem accelerates product releases: Impartner's Aimi AI engine GA enables conversational deal registration and intelligent content creation; Structured launches AI-native Partner Marketing Execution Platform deployed by Microsoft globally for joint marketing automation. Channel Focus webinar surfaces five AI strategies for partner success: hyper-personalization, predictive churn detection, agentic deal orchestration, demand generation, and ease-of-business measurement. However, critical research documents persistent barriers: Lagrange Data analysis reveals 95% of AI partnerships fail before production due to data governance complexity, averaging $4.7M in sunk costs across legal, compliance, and failed POCs. Production deployments continue but data quality and organizational readiness remain the defining constraints, not platform features.
  • 2026-Q2: Partner demand for co-sell support reaches inflection: Futurum Group survey shows co-sell support became #1 vendor priority (39.2%, +14.6 points over 6 months), displacing training entirely; reflects market shift toward collaborative selling over enablement. Vendor programs pivot to outcome-based models: Salesforce invests $1B in partner incentives tied to adoption and ROI. Product ecosystem expands: Impartner Partner Marketing Automation GA (April 2026) unifies campaigns, paid media, and AI-optimized execution in a single system with lifecycle-triggered automation; Impartner-Crossbeam integration adds partner intelligence and ecosystem visibility; Salesforce Partner Cloud GA (May 2026) automates lead assignment, bottleneck identification, and engagement measurement; Highspot Nexus GA equips manufacturing dealers and field partners with agentic role play, real-time coaching, and unified content delivery. CRO Club review of 20 AI-powered partner enablement tools confirms a mature, segmented vendor ecosystem across training, content personalization, portals, and CRM integration. Computer Market Research finds PRM adoption at 62% among $25M+ revenue companies, with partner-involved deals 32% larger and closing 46% faster than direct sales. GTDC distributor conference confirms partner enablement, digital platforms, and sales playbooks as the critical middle-layer services for AI vendors. However, adoption barriers persist at scale: AvePoint/Omdia MSP research (May 2026) shows 51% cite governance/compliance as main blocker with only 43% achieving high delivery maturity despite 94% committed to automation; vendor channel leaders report pervasive AI skills gaps and difficulty monetizing AI services; sales AI analysis documents 87% of enterprises missed targets despite investment, citing CRM data fragmentation and context gaps. Ecosystem maturation confirmed by analyst focus (TSIA webinar on partner barriers, GTDC distributor role), but evidence remains concentrated in mid-market with enterprise-scale adoption blocked by execution and data quality constraints, not platform capabilities.

TOOLS