Explore Problems

Hardware engineers spend hours on the schematic design phase of PCB development due to poor component search tooling and no AI assistance for selection and layout decisions. Existing tools like KiCad and Altium have steep learning curves and slow workflows. Optimizing this pre-layout phase with AI and modern UX can reclaim significant engineering time.

Large organizations running IT implementation projects — such as security tool rollouts, cloud migrations, or identity platform deployments — rely on generic project management software not designed for the complexity of IT-specific workflows. The gap between what these projects require (real-time status across interdependent systems, compliance tracking, stakeholder coordination) and what general tools provide creates recurring project failures and overruns.

Endurance athletes and their coaches rely on fragmented tools for training planning, performance analysis, and coaching insights, requiring manual effort to correlate data across platforms. No integrated system combines planning, analytics, and adaptive AI guidance in one place. This creates inefficiency for serious athletes and limits coaches' ability to deliver data-driven programs at scale.

Insurers silently increase premiums during an active policy period without notifying customers, citing opaque reasons like mileage updates. Customers discover the change only when billed and have no meaningful avenue to dispute it. This lack of transparency erodes trust and leaves consumers financially blindsided.

SaaS platforms bury their standard pricing behind free trial and introductory rate funnels, requiring users to complete enrollment before learning the actual recurring cost. This disproportionately affects cost-sensitive users who discover the real price only after committing onboarding time. Regulatory and consumer protection pressure on dark pricing patterns is intensifying across multiple jurisdictions.

Dozens of global air quality sensor networks are publicly accessible but each uses a different API, authentication model, and data schema — some with undocumented quirks like zip files served as HTML. Developers building air quality applications must re-implement every integration from scratch, and maintaining them as upstream APIs change is a continuous burden. No widely-adopted unified access layer exists.

PG&E's website fails to surface payment arrangement options despite agents confirming eligibility by phone, blocking financially struggling customers from accessing available assistance. LIHEAP assistance was also denied to a SNAP-eligible customer. These access failures disproportionately harm low-income and single-adult customers without dependents, who are systematically excluded from hardship programs.

After a contractor no-show and service cancellation, HomeAdvisor attempted to charge the payment method five months later with no valid justification. The platform provides no mechanism to prevent unauthorized post-cancellation charges.

A 6+ hour Verizon internet outage produced no notification, status update, or estimated resolution time for affected customers. ISPs lack proactive outage communication systems that would allow customers to plan around the disruption. Silence during outages compounds the frustration and triggers unnecessary support contacts.

Users managing payroll for multiple companies struggle to switch between them and remember which email belongs to which account.

Borrower made all but one payment on a car loan but the vehicle was repossessed and transferred out of their name with no documentation trail. Lender failed to properly handle the title release process. Represents a systemic gap in lender title management at the end of loan term.

Shellpoint/Newrez fails to respond to QWR submissions sent by both email and certified mail over multiple years, violating RESPA's 30-day response requirement. Homeowners cannot access their own loan documents needed to verify balances, modification history, or dispute errors. The servicer's silence prevents refinancing, selling, or disputing the account.

After a customer called to recover an overpayment on their credit card, BofA processed the initial return but then withdrew two additional unauthorized payments. The incident represents a billing control failure with direct financial harm. There is clear demand for transaction monitoring and banking dispute automation tools.

The Slack mobile app is heavy on battery consumption and notification unreliability causes users to miss important messages. These are compounding problems — high drain discourages background use while poor notification logic reduces message-receive reliability. Affects all mobile-first or hybrid workers.

B2B developer platforms require prospects to speak with sales before accessing functional trials, preventing engineers from evaluating products hands-on. This creates friction for developers who want to test API and agent capabilities independently before involving procurement or management.

Private student loan servicers apply fees that borrowers dispute as unauthorized or incorrectly calculated, with little transparency into how fees are derived. The dispute process requires formal written communication with no guaranteed response timeline. Unlike federal loans, private student loan servicing has minimal regulatory oversight on fee disclosure and dispute resolution.

Mobile customers attempting to port their numbers to a new carrier are blocked by identity verification processes that require a landline, excluding the majority of users who are mobile-only. No alternative verification path is offered, leaving customers unable to complete a legally protected process. This outdated requirement creates service continuity risk for users who depend on their number for medical or personal communications.

Technical teams find Monday.com lacks the complexity and customization needed for engineering workflows, forcing them to maintain both Monday and Jira simultaneously. The tool suits recurring non-technical tasks but fails teams requiring issue tracking, sprint planning, or dependency management. This gap leaves technical leads without a unified solution.

After paying off an auto loan in full, consumers wait years for the lender to release the lien and clear the vehicle title. The delay blocks the consumer from selling, trading, or transferring the vehicle and often comes with inaccurate continued credit reporting. No regulatory mechanism compels timely lien release processing.

AT&T fails to process cancellation requests reliably — calls drop mid-process, no confirmation is issued, and the service continues billing months later. Customers must make repeated contacts with no guarantee the request will be honored.