Our verdict
Keyhole Software is an AI development, implementation and consulting firm in Lenexa, Kansas, founded in 2008 by Chris DeSalvo and David Pitt. It builds and modernizes custom software in Java, .NET and JavaScript, and its AI practice covers enterprise AI integration, retrieval-augmented generation (RAG), which lets a language model answer from a company's own documents and data, and AI-accelerated development of new and replacement systems. Every consultant is a full-time employee based in the US, and the firm says they average more than 17 years of experience. It reports more than 75 full-time consultants, does not publish revenue and has never taken outside investment (Our story; Highlights; Clutch).
Its clearest AI project is the replacement of a Kansas City insurer's low-code platform, covering the user interface, services, database and admin tools. Keyhole says two of its senior consultants and nine client engineers, using parallel AI coding agents split by domain, put the replacement on track for about five months against an 18 to 24 month estimate, with a rule that nothing is committed without human approval; the case study says the work is in its final stage. Keyhole also built a governed RAG proof of concept that lets staff at a business-to-business travel media company query XML-heavy data in plain language, and an app for a global insurance software company that estimates car damage from photos and flags low-confidence estimates for manual review (insurance case study; RAG case study; damage detection). Northwell Health, New York State's largest healthcare provider, has been a client for more than 13 years (Highlights).
Keyhole is a good fit for a mid-market or enterprise team in insurance, finance or healthcare that wants senior US consultants to modernize a core system with AI coding tools, or to add RAG to internal data, and leave its own staff able to run the result. Buyers who want independent client reviews or a large team at nearshore rates should look elsewhere.
The right buyer
- Insurers, banks and other regulated companies replacing an old or low-code core system, as the Kansas City insurer did with two Keyhole consultants and its own engineers.
- Companies that need all work done by US-based employees, with no offshore teams or subcontractors, which Keyhole states for every consultant (Clutch).
- Teams that want to try a language model on their own data with audit logging and per-query cost tracking in place, as in its RAG proof of concept for a travel media company.
- Organizations that want their engineers coached along the way: its Clutch profile and insurance case study describe mentoring, architecture documentation and handoff for long-term ownership.
Reasons to look elsewhere
- Clutch shows no client reviews, so nearly all published praise comes from Keyhole's own site and case studies.
- Its most detailed AI case studies are recent and partly unfinished: the insurance replacement was still on track for launch when published, and the travel media work was a proof of concept.
- Clutch lists hourly rates of $100 to $149, higher than nearshore and offshore firms.
- Keyhole publishes its own 2026 ranking of agentic AI development firms and places itself first, so treat that list as marketing.
Scores
| Criterion | Weight | Score | Basis |
|---|---|---|---|
| Production track record | 20% | 7.0 | Kansas City insurer platform replacement on track for about five months; RAG proof of concept for a travel media company; photo-based car damage estimates for an insurance software company. |
| Technical depth | 15% | 7.3 | Parallel AI coding agents by domain with repository rules and human commit approval; RAG over XML-derived data with pgvector, audit logging and per-query cost tracking. |
| Industry depth | 10% | 7.0 | Repeat work in healthcare (Northwell Health, 13+ years), insurance and financial services; Clutch lists 15% medical and 15% financial services. |
| Delivery model and handoff | 15% | 7.8 | Senior US employee consultants embedded with client teams; about 78% of work from repeat clients; documentation and mentoring built into engagements. |
| Commercial clarity | 10% | 6.4 | Clutch lists $100 to $149 an hour; no minimums or package prices published. |
| Platform independence | 10% | 7.8 | Works across AWS, Azure and Google Cloud and Java, .NET and JavaScript; Microsoft Partner, AWS Consulting Partner, Red Hat Ready Partner; in Anthropic's partner program. |
| Stability and scale | 10% | 7.4 | Operating since 2008; privately held with no outside investors; 75+ consultants with average tenure of more than five years. |
| Independent evidence | 10% | 5.8 | No Clutch reviews; recognition comes mainly from regional business journal lists; its agentic AI ranking is self-published. |
| Overall | 100% | 7.1 | Weighted average |
Where Keyhole Software fits
| Need | Fit | Why |
|---|---|---|
| AI-accelerated replacement of a core or low-code system | Strong | Kansas City insurer platform: two Keyhole consultants plus nine client engineers, about five months against an 18 to 24 month estimate. |
| Governed RAG on internal data | Good | Travel media proof of concept with audit logging and per-query cost tracking; not yet described in production. |
| Work kept onshore with US employees | Strong | All consultants are full-time US-based employees with no offshore subcontracting. |
| Large team at nearshore rates | Weak | Clutch lists $100 to $149 an hour and a team of about 75 consultants. |
What clients and leaders say
“This project was one of many engagements between [client] & Keyhole over the last several years, which was a testament to their quality of work, their ability to put together a highly competent roster to meet the needs of the project scope, and the emphasis they place on maintaining a valued relationship with their clients.”
“We recently pushed out a major update to our product and our Keyhole team members were instrumental in helping accomplish this effort.”
“Keyhole helps bridge the knowledge gap between [client]’s staff, whose job is to have a skill set to run the business, and the leading-edge technology Keyhole has exposure to.”
Who leads Keyhole Software
Sources (13)
- Keyhole Software: homepage and client testimonials
- Keyhole Software: Our story
- Keyhole Software: Highlights and awards
- Clutch: Keyhole Software profile
- Keyhole Software: Kansas City insurance platform modernization case study
- Keyhole Software: Enterprise generative AI proof of concept case study
- Keyhole Software: Auto damage detection app case study
- Keyhole Software: RAG architecture services
- Keyhole Software: Enterprise AI development and the Anthropic ecosystem
- Keyhole Software: Top agentic AI software development services (self-published ranking)
- Keyhole Software: Northwell Health case study
- Keyhole Software: Microsoft Partner
- Keyhole Software: AWS Consulting Partner