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.
A daily newsletter distilling the past two weeks of movement in a domain or two — delivered to your inbox while the index updates in the background.
Each dot marks the weighted maturity of practices within a domain — hover for a brief summary, click for more detail
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.
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.
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.
— 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.
— 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.