Machine learning & AI
4,900+ properties a day, structured
Rent intelligence from the open web
A tiered extraction platform turning thousands of property websites into clean unit-level pricing data daily — deterministic parsers first, LLMs only where they earn their cost.
Read → Case study · in productionEvery sales tour, scored and coached
AI coaching on real conversations
Speech-to-text plus LLM scoring with hallucination guardrails — turning recorded leasing tours into cited, audited coaching for every associate.
Read → Case study · in productionWho said what, on messy real-world audio
Voiceprint diarization as a service
A GPU-served voiceprint pipeline that fixes the speaker-attribution errors generic transcription APIs make on real-world, multi-speaker recordings.
Read → BlueprintDocuments in, structured data out, accuracy measured
Invoice / KYC / contract extraction pipeline
An extraction pipeline for the documents your ops team retypes today — with per-field confidence, eval sets, and human review only below threshold.
Read → BlueprintYour knowledge, answering with citations
Retrieval-augmented internal assistant
An assistant over your docs, tickets, and wikis that answers with sources — permission-aware, eval-tested, and honest when it doesn’t know.
Read → BlueprintA catalog that describes itself
LLM catalog enrichment & semantic search
LLM pipelines that clean, complete, and standardize product data at catalog scale — then the semantic search and discovery experience that good data finally makes possible.
Read → BlueprintEvery clause, extracted and accountable
Contract intelligence & review automation
Clause extraction, risk flagging, and portfolio-wide contract analysis with citations back to the page — built for legal and finance teams drowning in agreements.
Read →Data & analytics
The state of the business, twice a day
Automated executive ops digest
A scheduled digest that compiles product, tour, and staff activity into an email leadership actually reads — no dashboard login required.
Read → Case study · in productionThe dashboard was undercounting. Every table.
Metrics pipeline audit & backfill
A status-definition drift meant every snapshot table undercounted activity — found, fixed, enriched, and backfilled against production without downtime.
Read → BlueprintForecasts you can argue with
Demand & revenue forecasting pipeline
Baseline-first forecasting with honest backtests — inventory, staffing, or revenue — served where decisions happen, retrained on schedule.
Read → BlueprintOne place where the numbers agree
Analytics warehouse & metrics layer
ELT into a governed warehouse with tested transformations and one metrics layer — so every dashboard and the CEO’s spreadsheet say the same thing.
Read → BlueprintKnow the market’s price before you set yours
Competitor pricing intelligence
Continuous, structured monitoring of competitor pricing and availability — built on the same extraction discipline as our production rent-intelligence platform.
Read → BlueprintThe miles, minutes, and fees you never see
Logistics optimization & operational agents
Route and yard optimization plus AI agents for the phone-and-email drudgery of logistics — scheduling, follow-ups, status chasing — measured in miles, hours, and detention fees saved.
Read → BlueprintMachines that warn you before they stop
Predictive maintenance & AI quality control
Sensor-driven failure prediction and ML quality inspection for production environments — capacity recovered from breakdowns you didn’t have, defects caught without inspecting everything.
Read →Software engineering
One portal for every operator question
Multi-tenant admin & analytics portal
A role-based admin portal — companies, communities, staff, rewards, tours, email — replacing a scatter of spreadsheets and one-off scripts.
Read → Case study · in productionRewards and email that just deliver
Incentive engine + transactional email stack
A rewards subsystem and SendGrid-based email layer — templated, scheduled, deliverability-hardened — powering staff incentives across companies.
Read → Case study · in productionSites moved. Nobody noticed.
Zero-downtime hosting & DNS migrations
Firebase-to-Cloudflare Pages migrations with DNS cutovers, cache discipline, and email left untouched — the checklist version of a risky afternoon.
Read →Payments & fintech
A finance back office without the back office
Invoicing, payables & reconciliation automated
Config-driven generators for receivables, payables, and salaries — plus bank-to-ledger reconciliation with tax rules encoded, replacing hours of monthly spreadsheet work.
Read → BlueprintThree-way reconciliation, down to the exceptions
PSP ↔ bank ↔ ledger reconciliation system
A reconciliation engine matching processor payouts, bank statements, and your ledger — deterministic matching first, AI on the long tail, humans only on true exceptions.
Read → BlueprintOne checkout, many processors, no lock-in
Payment orchestration layer
A routing layer over multiple payment providers — smart retries, failover, and per-method routing — so authorization rates rise and no single PSP owns you.
Read → BlueprintFraud review with the reading already done
Anomaly detection + AI case summaries
Rules and models flag suspicious activity; an LLM assembles the case file with evidence; your analysts decide — faster, with everything in front of them.
Read → BlueprintBilling that survives your pricing ideas
Subscription & usage billing engine
Metering, proration, invoicing, and dunning built to let pricing evolve — seats today, usage tomorrow, hybrid next quarter — without a rewrite.
Read → BlueprintOnboarding in minutes, compliance intact
KYC & customer onboarding automation
Document verification, identity checks, and account-opening workflows automated end to end — with the audit trail regulators expect and humans only on true exceptions.
Read →Automation
First drafts for every ticket
Support copilot inside your helpdesk
An assistant that drafts replies inside Zendesk/Intercom/Front from your macros, docs, and past tickets — agents approve, edit, or discard.
Read → BlueprintEvery inbound lead, worked in minutes
AI lead qualification & routing
An agent that reads inbound leads, enriches and scores them against your ICP, drafts the first response, and writes everything back to the CRM.
Read → BlueprintFind the hours before buying the platform
Automation audit & first pipelines
Two weeks inside your real workflows to find where hours actually leak — ending with one automation shipped and a ranked roadmap, not a slide deck.
Read → BlueprintClaims decided in minutes, not weeks
Insurance claims & underwriting intake automation
Document-to-decision pipelines for claims and broker submissions — rules and models handle the clean majority, adjusters and underwriters get pre-built case files for the rest.
Read → BlueprintTier-1 support that resolves, not deflects
Autonomous service-desk automation
A resolution agent for the routine majority of support traffic — wired into your real systems so it can actually fix things, with hard guardrails and clean escalation for everything else.
Read → BlueprintClinicians back with patients, paperwork handled
Healthcare documentation & prior-auth automation
Ambient documentation and prior-authorization automation for provider organizations — the two highest-volume paperwork burdens in healthcare, both with published results at scale.
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