The product, the model, and where we are.
A plain-English overview for shelter operators, rescues, investors, and partners. It explains what WhiskerMatch does now, what is in pilot, what is planned, and what is still being explored. No invented proof. No inflated claims. First pilot group, founder-led.
Current: first pilot group, founder-led.
WhiskerMatch is operating software for shelters and rescues. The first pilot group is being onboarded directly by the founder, and the public site does not claim users, pilots, outcomes, or traction that have not been verified.
The animal record is the first problem to fix.
Shelter and rescue operations fragment animal information across intake spreadsheets, group chats, email threads, and volunteer memories. Every handoff — intake to foster, foster to adoption, adoption to post-placement — is a chance for the record to get stale or incomplete. WhiskerMatch starts at intake and keeps one reviewed record connected to the work that follows.
Record drift is the root problem
When intake notes live on paper, condition data lives in a vet email, and foster behavior lives in a chat thread, no single person can make a complete decision. The animal's information gets scattered before it reaches the public.
Structured intake is the first step
The animal intake record is the natural place to begin because applicant review, foster check-ins, and public profiles all depend on clean, structured information.
Useful history builds over time
Each intake, check-in, and review decision adds useful history to the animal record. Over time, that makes the system more helpful than scattered spreadsheets and inboxes.
Operators, not algorithms, decide
AI drafts the admin-heavy work — field summaries, profile copy, flagging patterns. Humans review and sign off before any record changes state or goes public. 'AI drafts, humans decide' is a design invariant, not a marketing line.
One reviewed record can support the rest of the work.
The intake record comes first. The other parts only make sense if that record stays reliable. This is the intended path, with each area labeled as current, pilot, roadmap, or exploring.
Current / pilot: reviewed animal record
Structured intake, missing-field alerts, owner assignment, and reviewer sign-off before any public profile is published. This is the current pilot focus.
Roadmap: adopter dashboard
Once the shelter-side record is reliable, adopters could get a structured view of applications, messages, and documents instead of scattered email threads. Planned as an optional $5/month account; browsing and applying stay free.
Roadmap: reviewer network
Structured review roles across organizations, including home visit coordinators, reference checkers, and specialized assessors, handled as named participants with clear responsibilities.
Exploring: essentials and partners
Post-placement supplies and services could be offered after placement with clear disclosure and opt-in participation. No pay-to-rank. No hidden promotion. No data resale.
Exploring: welfare research
Aggregated, de-identified follow-up information, such as check-ins and health updates, may become useful for rescue science and welfare research. This needs careful design before any claim is made.
The value is in the workflow, not the feature list.
A competitor can copy a screen. It is harder to copy the reviewed history, named responsibility, and working habits that build up when a shelter runs intake, review, foster coordination, and public profiles in one place.
Operational history
Every queue state, reviewer decision, and check-in adds context to the record. That history can improve defaults, reminders, and routing without pretending to make decisions for the organization.
Reviewer process
The review chain shows who reviewed what, when, and under what criteria. That audit trail becomes part of the shelter's operational memory.
Trust boundaries
Clear AI and human boundaries, named reviewer attribution, and no hidden ranking make the product easier for serious operators to evaluate.
Organization relationships
Reviewer roles, foster relationships, and inter-organization placements can be represented clearly instead of living only in chat threads and individual memory.
Post-placement loop
Check-ins, medical updates, and follow-up notes can bring learning back into intake and review. Any claims about outcomes should wait for real evidence.
Mission alignment
The product is designed around reviewed records, human approval, and disclosed partner activity so animal welfare is not treated as a secondary concern.
Simple pricing, with future paid areas stated plainly.
Pricing is intentionally simple: one organization fee with no seat traps, one planned optional member account, and one explored partner layer that would need clear disclosure. No hidden fees, no pay-to-rank, no extractive pricing.
One price per organization. No seat limits. Staff, volunteers, and fosters included without penalty. The first pilot group is founder-led at this baseline price; larger networks, multi-site deployments, or unusual usage may require a direct conversation as the platform matures.
- Full shelter workspace: intake, queue, applicant review, foster coordination, public profiles
- No per-user billing. No surprise fees. No tiered feature ladders.
- Direct implementation support from the founder during pilot onboarding.
Roadmap: optional member upgrade for adopters and fosters who want application tracking, messaging, saved records, and document management in one place. Browsing and applying stay free.
Exploring: care essentials, veterinary services, and supplies surfaced after placement only if the model can stay opt-in, curated, and fully disclosed. Partners would not be able to buy ranking. No data resale.
Clear boundaries for people, AI, and partners.
WhiskerMatch should be easy for a shelter director to inspect. AI prepares drafts and structure. People review, approve, and remain responsible for the decision.
What is live, what is in pilot, and what is ahead.
This is the honest state of the product. Pilot areas are for early pilot partners. Roadmap items are planned but not built. Exploring items are questions, not promises.
- Pilot
Current / pilot: shelter workspace
Structured intake records, missing-field alerts, queue states, owner assignment, and reviewer sign-off. Available to early pilot partners.
- Pilot
Pilot: applicant review pipeline
Queue-first application management with explicit states, owner attribution, and due dates. Available to early pilot partners.
- Pilot
Pilot: foster coordination
Check-ins, behavior notes, and medical flags routed to the animal record. Available to early pilot partners.
- Pilot
Pilot: public animal profiles
Reviewed profiles that go live only after named reviewer sign-off. AI drafts structure; humans decide what publishes.
- Roadmap
Roadmap: adopter and foster member dashboard
Application center, message center, saved animals, and document management. Planned for the pilot group period. Browsing and applying stay free.
- Roadmap
Roadmap: reviewer network and credentialing
Structured review roles across organizations, including home visit coordinators, reference checkers, and specialized assessors as named participants.
- Exploring
Exploring: post-placement essentials and partners
Opt-in partner offers for care supplies and veterinary services. This would require clear disclosure, no pay-to-rank, and no hidden promotion.
- Exploring
Exploring: welfare research
Aggregated, de-identified post-placement follow-up data for rescue science and welfare research. Exploring what this looks like responsibly.
Every message is read by a person.
If you are a shelter or rescue operator evaluating the pilot, or an investor or partner who wants to understand the business in more depth, reach out directly. There is no intake form between you and the founder.
If you run a shelter or rescue and want to understand whether the pilot is right for your org, use the early-access request path. Every request is read and replied to from a real address.
If you want to discuss the business, the roadmap, or a partnership, email the founder directly. No intake form, no screener, no pitch deck required to start the conversation.
Shelters, rescues, investors, and partners can reach out directly.
No invented proof. No pressure language. First pilot group accepting requests. Direct conversations with people who want to understand the product as it is.