Vision deploys purpose-built agents across intelligence, transformation, execution, and risk—each one operating on your real org data, with configurable autonomy and full auditability.
Every agent is built on the same foundation: act only with sufficient context, log every decision, and keep humans in the loop at the thresholds that matter.
Every agent action is logged with context, rationale, and outcome. You always know exactly what ran, why it ran, and what it decided.
No agent acts without a configured approval gate when stakes are high. You set the autonomy level—supervised, collaborative, or fully autonomous.
Agents operate with scoped permissions—read-only by default, write access only when explicitly granted and logged.
Agent outputs feed back into the org model, sharpening recommendations over time as real outcomes validate or correct prior reasoning.
Surface hidden constraints, signals, and leverage
Continuously scan your organization's operational graph to detect bottlenecks, emerging risks, and untapped leverage—before they show up in a quarterly review.
Identifies throughput bottlenecks across workflows, teams, and systems using Theory of Constraints logic.
Synthesizes weak signals from integrations into coherent leading indicators before they become lagging metrics.
Continuously enriches your org knowledge graph with new entities, relationships, and confidence scores.
Tracks transformation velocity, engagement drift, and team load across the full org structure.
Maps capability gaps between current state and strategic goals, scoring severity and sequencing readiness.
Surfaces hidden dependencies between teams, systems, and initiatives that create invisible drag.
Orchestrate change with precision and momentum
Move beyond static change plans. These agents actively manage sequencing, resistance patterns, and adoption curves—adapting in real time to what's actually happening on the ground.
Calculates optimal change sequencing based on dependency graphs, team capacity, and cost-of-delay.
Detects resistance patterns early using communication signals, survey drift, and engagement telemetry.
Monitors real-time adoption curves and triggers interventions when adoption falls below threshold.
Maps influence networks and recommends engagement strategies for key decision-makers.
Scores initiatives by impact, feasibility, and strategic alignment—updating as conditions change.
Identifies and documents transformation wins in real time to sustain momentum and credibility.
Turn context into confident, auditable decisions
Augment human judgment with structured reasoning, benchmark context, and scenario modeling. Every recommendation is traceable—so you can act fast and explain why.
Models the downstream impact of proposed decisions across financial, operational, and human dimensions.
Projects transformation ROI using historical benchmark data and live org signals, updated continuously.
Scores and prioritizes risks by probability, impact, and time-sensitivity across your initiative portfolio.
Surfaces industry-peer benchmarks in real time to contextualize performance and validate urgency.
Articulates explicit tradeoffs for competing options so leaders can choose with full awareness.
Close the gap between plan and reality
Keep initiatives on track by monitoring milestones, flagging slippage, and coordinating cross-functional dependencies—automatically, without manual status chasing.
Tracks initiative milestones against commitments and surfaces slippage risk before it becomes delay.
Routes follow-up tasks, owners, and deadlines across teams—syncing with connected project tools.
Detects execution blockers and escalates with context to the right person at the right level.
Correlates sprint velocity and issue closure rates with strategic initiative progress.
Identifies high-friction handoff points between teams and recommends structural improvements.
Make your data work without a data team
Automate analysis, reporting, and insight extraction across your connected data ecosystem. Agents surface what matters without requiring BI specialists or manual queries.
Compiles executive-ready reports from live org data on a configurable schedule or trigger.
Monitors connected data sources for statistical anomalies and explains their likely business cause.
Identifies and narrates multi-source trends across performance, sentiment, and operational metrics.
Flags data freshness issues, schema drift, and completeness gaps that could corrupt downstream insights.
Converts raw metric changes into plain-language narratives with causal hypotheses and suggested actions.
Understand and accelerate human performance
Monitor team health, surface burnout signals, and recommend people-first interventions—without surveying employees to death or violating privacy.
Detects leading indicators of team fatigue using meeting load, after-hours activity, and output drift.
Aggregates sentiment from surveys, check-ins, and engagement tools to track culture trajectory.
Identifies over- and under-utilized teams and surfaces reallocation opportunities.
Monitors new hire ramp curves and recommends targeted interventions to accelerate time-to-productivity.
Maps skill coverage against strategic needs and flags gaps before they block initiative delivery.
Stay ahead of risk without slowing down
Automate compliance monitoring, policy drift detection, and audit trail maintenance. Build a continuous risk posture rather than a point-in-time audit scramble.
Monitors operational behavior against defined policies and surfaces deviations before they become violations.
Automatically maintains a structured, searchable audit trail of decisions, actions, and approvals.
Tracks regulatory changes relevant to your industry and flags required process adaptations.
Identifies over-privileged access and orphaned permissions across connected systems.
Recognizes recurring incident patterns and recommends root-cause interventions.
Keep every stakeholder informed and aligned
Automate stakeholder communications, meeting prep, and status updates—so leaders spend time on decisions, not drafting updates or chasing status.
Generates concise, context-rich executive briefings from live org data on any topic or cadence.
Prepares agendas, surfaces relevant context, and captures decision records from meeting transcripts.
Drafts tailored status updates for different stakeholder audiences without manual report writing.
Times and personalizes internal announcements based on team context and change readiness scores.
Sign up to activate agents, configure autonomy levels, and start compounding organizational intelligence from day one.
You don't need to deploy all agents at once. Start with one category. Add agents as the analysis tells you where the next layer of leverage is.
Agents begin with your existing integrations—CRM, project tools, communication platforms, and data warehouses. No new infrastructure required.
Choose supervised, collaborative, or autonomous operation per agent. Start conservative and expand as trust is established.
Each agent runs on its configured schedule or trigger, surfacing findings and recommended actions in your dashboard.
Review agent outputs and approve actions. High-confidence agents can be set to act autonomously within defined boundaries.
Every accepted recommendation and outcome is recorded—calibrating agent confidence and improving future precision.
Vision agents are designed for organizations that can't afford surprises. Every agent operates within a defined boundary—and every action is explainable, reversible, and logged.
Vision's agent framework exposes a typed API for defining custom agent logic, connecting proprietary data sources, and integrating into the same execution and audit infrastructure as every built-in agent.
Our team builds custom agents for proprietary workflows, regulated environments, and complex multi-system orchestration. Typical turnaround: 2-4 weeks.
Stop managing symptoms. Deploy agents that surface root causes, sequence the right interventions, and compound intelligence with every outcome.