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Truvisory® LLC

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truvisory.comDenver, Colorado, United States

US-based AI development firm shipping production-ready, fixed-scope AI systems for federal and mid-market clients.

Overview

Truvisory is a US‑based AI development firm that ships production‑grade AI systems for federal mission owners and mid‑market commercial clients. Led by Tony Adams, the principal who talks to you is the principal who builds, supported by a small, trusted bench for specialized work. The company designs and delivers fixed‑scope engagements that produce real systems rather than pilots or slides. Truvisory builds custom AI applications, adds AI features inside existing products, and integrates models—engineered by senior US‑based engineers and deployed on a Cloudflare‑native platform. Key strengths include edge‑ready delivery, fixed timelines (prototype in weeks, production in about 90 days), and a focus on governance, security, and verification. The team emphasizes practical, auditable results delivered with hands‑on collaboration, direct access to the leader, and a commitment to customer success. The firm is SDVOSB‑verified and US‑based, serving federal and commercial customers with a preference for high‑assurance environments and edge‑enabled AI.

Mission statement

To ship production-ready AI systems for federal and commercial clients through fixed-scope engagements and Cloudflare-native deployment.

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What we offer

AI Development Services

Service

Transform your AI vision into reality with production-grade systems delivered in months, not years.

truvisory.com/ai-development/

AI Audit & Roadmap

Service

Enhances AI implementation through structured audits and tailored roadmaps.

truvisory.com/commercial/#audit

Ship‑It Sprint

Service

Delivers rapid AI solutions with fixed timelines and transparent pricing.

truvisory.com/commercial/#sprint

Embedded Fractional CTO / AI Lead

Service

Empower your business with flexible, expert AI leadership without the full-time cost.

truvisory.com/fractional-cto/

AI for E‑Commerce

Service

Enhance e-commerce efficiency through automation, data enrichment, and personalized customer engagement.

truvisory.com/commercial/ecommerce/

AI for Financial Services

Service

Enhance financial operations with efficient, auditable AI solutions tailored for mid-market firms.

truvisory.com/commercial/financial-services/

AI for Field Service

Service

Enhances field service operations through AI-driven call handling and scheduling.

truvisory.com/commercial/field-service/

AI for Professional Services

Service

Transform your professional services with AI-driven document analysis and workflow automation for improved efficiency and accuracy.

truvisory.com/commercial/professional-services/

Market segments

Market size by segment

Growth potential (CAGR)

AI Engineering

11 Billion USD28.6% CAGR

End-to-end design, development, integration, and operationalization of production-ready AI systems, including model implementation, architecture, and lifecycle support.

On-site personalization and conversion optimization

4.26 Billion USD53.5% CAGR

Capabilities for audience-targeted on-site personalization, customer journey analytics, experimentation and identity-driven experience optimization to increase conversion and revenue.

Conversational lead automation and booking integration

1.5 Billion USD14% CAGR

AI-driven responders, automated follow-up workflows, real-time lead alerts, and CRM booking synchronization that reduce response times and improve lead-to-job conversion for trades businesses.

Regulated financial document automation and compliance

4 Billion USD12.5% CAGR

Auditable, human-in-the-loop document processing and RAG workflows for banks, lenders, insurers, and RIAs with deployment patterns aligned to regulatory and data-handling requirements.

Knowledge assistants and workflow automation for professional services

4.5 Billion USD24% CAGR

Bounded, privacy-preserving knowledge assistants and document review/drafting workflows grounded in firm precedents to streamline law, accounting, and consulting operations.

More information about our offering

AI Development Services

Truvisory provides production-grade AI development services including net-new AI products, AI features inside existing products, and model integrations. Engaged as fixed-scope projects, these engagements are led by senior US-based engineers and delivered on a Cloudflare-native edge. Proposals include a prototype in 2–4 weeks and production in about 90 days with a fixed go-live date. The principal works directly with you, supported by a small trusted bench for specialized work. The team emphasizes governance, auditable deployment, and measurable outcomes, delivering working systems rather than pilots or slide decks.

  • Enables Fast, Cost-Effective Systems
    Building on Cloudflare's edge ensures low-latency performance and optimal operational costs.
  • Ensures Direct Communication
    You interact directly with the principal engineer, promoting alignment and rapid feedback throughout the project.
  • Clear Expectations and Deadlines
    Projects are mapped out with specific deliverables and timelines, ensuring predictability.
  • Achieve Real Operational Outcomes
    You receive functional systems designed for live use, not just preliminary models.
  • Leverage Experienced Development Teams
    All technical work is performed by seasoned professionals based in the US to ensure quality and collaboration.
  • Score Your AI Readiness
    Quickly assess your organization's readiness for AI implementation with actionable recommendations.
  • Benefit from Strategic Leadership
    Receive ongoing support and expertise to navigate AI challenges as you scale up.

AI Audit & Roadmap

An AI audit with fixed scope that inventories use cases, data, and the definition of done. It delivers ROI sizing per opportunity, a prioritized backlog, and a build/buy/partner recommendation, culminating in a concrete production plan that you can hand to your team. The engagement emphasizes speed, clarity, and a practical path to production with transparent pricing.

  • Deliver Actionable Implementation Plans
    The roadmap culminates in a detailed plan ready for your team to implement, providing clear next steps for AI integration.
  • Conduct Comprehensive AI Audits
    A structured audit that evaluates current capabilities and gaps in your AI readiness, leading to actionable insights.
  • Get Tailored Solution Guidance
    Receive expert advice on whether to build, buy, or partner for your AI solutions, ensuring the best fit for your organizational needs.
  • Establish Actionable Prioritization
    Identify and prioritize AI opportunities to focus resources on high-impact initiatives first.
  • Evaluate Financial Impact
    Quantify the potential return on investment for each AI initiative, enabling data-driven decision-making.

Ship‑It Sprint

Ship end‑to‑end production workflows in 4–6 weeks with fixed scope and fixed pricing. Built on either your stack or Cloudflare edge, the engagement includes a 30‑day handover and delivers a working system rather than a prototype. It is designed to accelerate production deployments with predictability and clarity.

  • Achieve Rapid Deployment
    Enables clients to rapidly implement functional systems that meet operational goals in a short timeframe.
  • Avoid Budget Surprises
    Clients can plan their budgets accurately without the risk of escalating costs.
  • Ensures Smooth Transition
    Clients receive a comprehensive transition period to integrate and adapt to the new system effectively.
  • Receive Fully Functional Systems
    Clients receive operational systems ready for immediate use, ensuring value from day one.
  • Leverage Existing Infrastructure
    Allows seamless integration with existing systems, fostering a tailored solution.

Embedded Fractional CTO / AI Lead

Embedded fractional CTO service providing an AI lead with capped hours. Includes weekly time, monthly architecture reviews, hiring and vendor management, and direct hands-on shipping. It offers senior guidance without full FTE overhead or retainers, enabling rapid, practical AI delivery at a predictable cost.

  • Get Direct Hands-On Delivery
    Senior engineers oversee and implement the solutions directly, ensuring quality and speed in deployment.
  • Access Embedded AI Leadership
    Benefit from seasoned AI leadership without the commitment of a full-time executive, allowing for flexibility and insight.
  • Streamline Hiring and Vendor Management
    Efficiently manage resources with guidance on hiring and vendor selection, ensuring alignment with your AI strategy.
  • Receive Regular Reviews and Feedback
    Engage in continuous improvement through regular reviews and architectural guidance, ensuring alignment with your evolving goals.
  • Avoid Full-Time Overhead
    Eliminate the costs associated with a full-time employee and retainers, streamlining your operational budget.

AI for E‑Commerce

AI consulting for e‑commerce and DTC brands. Truvisory ships four measurable levers: support deflection, product data enrichment, on-site search and personalization, and lifecycle marketing. Engaged in fixed scopes, production‑oriented deliverables in about 90 days, with governance to protect brand voice and SEO while improving conversion and retention.

  • Achieve Go-Live Within 90 Days
    Benefit from a structured timeline that ensures rapid deployment and swift transition to fully operational AI systems.
  • Improve Product Discovery
    Optimize product listings and data attributes for AI-driven platforms, ensuring visibility and reach in a competitive market.
  • Reduce Support Costs
    Automate responses to common inquiries effectively, reducing the burden on customer service teams and enhancing operational efficiency.
  • Enhance User Experience
    Implement advanced search algorithms that tailor suggestions based on customer behavior, leading to increased sales conversions.
  • Streamline Product Listings
    Transform your product data into detailed, engaging descriptions that improve online conversion rates and enhance customers' shopping experience.

AI for Financial Services

AI consulting for banks, RIAs, lenders, and insurers. Focuses on document-heavy workflows including loan files, submissions, KYC, and internal knowledge. Delivers auditable, human-in-the-loop deployments with fixed scope and 90-day production timelines, emphasizing governance and data handling in regulated environments.

  • Ensures Compliance And Oversight
    Facilitates accountability and regulatory compliance through human oversight, safeguarding against errors and enhancing trust in AI outputs.
  • Streamlines Processing Time
    Significantly reduces the time spent on processing various document types, which enhances efficiency and accelerates decision-making.
  • Ensures Regulatory Compliance
    Aligns operations with regulatory requirements to mitigate risks and enhance operational integrity within the financial sector.
  • Provides Clear Roadmap
    Defines project scope and establishes a roadmap to ensure focused deployment, minimizing risks and improving outcomes.
  • Protects Client Confidentiality
    Ensures privacy and compliance by prohibiting the use of client data in model training, safeguarding sensitive information.

AI for Field Service

AI consulting for field service and trades. Focuses on capturing revenue through an AI phone and booking agent, instant lead response, and dispatch optimization. Integrates with leading field-service platforms and provides fixed-scope engagements with measurable revenue recovery.

  • Captures Missed Revenue
    By answering every call and booking jobs instantly, this feature minimizes lost opportunities and enhances customer satisfaction.
  • Boosts Lead Conversion
    Quickly engaging with leads within the first hour dramatically increases your chances of converting them into customers.
  • Streamlines Operations
    Ensures seamless workflow by connecting with existing field-service management tools, facilitating easy information flow.
  • Quantifies Success
    Provides clear metrics on how much revenue is recovered through the service, allowing for performance evaluation.
  • Lifts Productivity
    Enhances technician productivity by ensuring the most efficient scheduling and routing of jobs.

AI for Professional Services

AI for law, accounting, and consulting firms. Emphasizes bounded, human-in-the-loop AI using knowledge assistants grounded in firm precedents. Includes document review and drafting with verification, privacy protections, and a 90‑day fixed path to production.

  • Enhances Document Accuracy
    Streamlines the review process and elevates the quality of legal and business documents through reliable AI-assisted drafting.
  • Ensures Data Security
    Designed to safeguard client data, our solution adheres to strict privacy protocols to mitigate risks in document handling.
  • Optimizes Research Efficiency
    Utilizes historical firm knowledge to improve research accuracy, providing a valuable resource that speeds up case preparation.
  • Rapid Deployment
    Our structured approach guarantees significant AI value within a short timeframe, facilitating quick integration into your existing systems.
  • Boosts Operational Efficiency
    Transforms traditional workflows by minimizing manual tasks and enhancing overall productivity in professional services.

References

Methodology and sourcing behind the market figures shown above.

AI Engineering

Search results show recent market estimates for AI engineering between roughly USD 8.0–12.65 billion (2022–2024) and projected high growth (reported CAGRs ~20.8%–36.4%). I adopted a midpoint current market size (~USD 11.0B) between available 2024 estimates (USD 10.6B and USD 12.65B) and selected a central CAGR (≈28.6%) based on the range of reported growth rates (20.8% from VMR to ~36% from Precedence/industry reports), and corroborated by high-growth AI-related segments (MarketsandMarkets, GMInsights).

On-site personalization and conversion optimization

Primary estimate derived from the Business Research Insights Conversion Rate Optimization market report, which explicitly estimates the global CRO market at USD 4.26 billion in 2026 and projects a 53.5% CAGR to 2035. Other search results discuss personalization benefits but do not provide explicit market-size or CAGR figures.

Conversational lead automation and booking integration

Estimate based on aggregated conversational-AI/commerce market figures in the search results and an assumed niche share for trades-focused lead automation and booking integration. Global conversational AI/commerce reports show market sizes of $8.8–$17.97B (2025–2026) and multi-year CAGRs in the ~12–15% range. Treating trades-focused conversational lead automation and booking (SMB B2C/B2B services vertical) as a small subset (~10–20%) of the broader conversational commerce/AI market yields an estimated current market of about $1.5B and growth potential aligned with the broader conversational commerce CAGR (~14%).

Regulated financial document automation and compliance

Estimate based on documented Document AI and regulatory-compliance market figures in the search results. MarketsandMarkets reports a $14.66B Document AI market in 2025 (13.5% CAGR); regulatory compliance management software is $23.18B in 2025 (9.2% CAGR). Regulated financial document automation (banks, lenders, insurers, RIAs) is a focused subset spanning Document AI and compliance software; using a conservative share (~25–30%) of the 2025 Document AI market and alignment with compliance-software growth, I estimate ~USD 4.0B (2025 scale) with mid-teens growth potential (approx. 12.5% CAGR).

Knowledge assistants and workflow automation for professional services

Estimate uses published market figures for adjacent categories (professional services automation, cognitive collaboration, AI assistants, and agentic automation) and positions the segment as a verticalized subset (privacy-preserving knowledge assistants + document review/drafting workflows) of those markets. Ken Research values the broader professional services automation market at USD 13.1B and cognitive collaboration at USD 4.2B; AI assistant and agentic automation forecasts show much higher growth (multi‑year CAGRs in the 23–45% range). Combining these signals and accounting for slower enterprise procurement and compliance requirements in law/accounting/consulting, I estimate a current addressable market around USD 4.5B with high growth potential (~24% CAGR) as firms adopt agentic assistants and workflow automation.

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