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slashllm.comindustries
Where we've shipped

AI built foryour world.

Every industry has its own data, regulations, and edge cases. We don't force generic AI into your business — we build solutions shaped by real projects in your domain.

4

industries served

20+

projects shipped

Real

production deployments

4 industries · 11 projects

Industry coverage

Domain-specific AI — shipped in production

01HR Tech & Talent
4 projects
computer vision·AI matching·EdTech
02Healthcare
2 projects
HIPAA·NHS compliance·audit trails
03Fintech & Enterprise
3 projects
encryption·local AI·observability
04FoodTech & Compliance
2 projects
FDA·blockchain·traceability
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01
01
Industry 01 · HR tech & talent

Smarter hiring. Faster ops.Zero busywork.

Recruiting and workforce management are drowning in manual processes — resume screening, interview scheduling, candidate assessment, timesheet approvals, payroll reconciliation. We've built AI systems that automate the repetitive work, surface the insights that matter, and scale operations without scaling headcount. From computer-vision interview analysis to GPS-verified workforce platforms, we build for the full talent lifecycle.

Use casesAI video interview analysisAutomated applicant profilingAI job matching & schedulingGPS-verified attendance & payrollInteractive educational assessment
AI productComputer visionShipped

Impress AI

AI video interview analysis system

Combines real-time transcription and computer vision to assess candidates across 7 dimensions — communication, emotional expression, body language, content relevance, problem-solving, professionalism, and interview integrity.

100% local-to-cloud·7-dimension scoring·Real AWS integration

What we built

01Iris-based gaze detection using MediaPipe landmarks (468–477) to distinguish reading from eye contact
027-dimensional competency scoring via AWS Bedrock (Claude 3 Haiku)
03Proctoring & integrity detection: candidate absence, multiple faces, reading behaviour
04Multi-interview batch summarisation with AI-synthesised executive reports
05Async architecture with S3 persistence for unlimited concurrent interviews

Tech stack

Python · FastAPI · AWS Bedrock · AWS Transcribe · MediaPipe · OpenCV · S3 · Docker

Full-stack platformAI matchingShipped

Unified Workforce Platform

Mobile-first recruitment & workforce management

Replaced 5+ disconnected tools — CRM, spreadsheets, messaging apps, job boards — with a single-source-of-truth system for on-demand worker operations.

−50% recruitment costs·−50% operational time·+50% worker retention
6-week sprint to production

What we built

013-tier platform: Worker PWA + Admin Dashboard + Employer Client Portal
025-factor AI matching engine (proximity, performance, job type, completion rate, tier)
03GPS-verified attendance with geofence validation and no-show auto-detection
04Multi-tier timesheet approval workflow to automated payroll export
05Bilingual support, AES-256 encrypted PII, privacy-compliant architecture

Tech stack

React 18 · TypeScript · FastAPI · PostgreSQL · Redis · AWS (EC2, RDS, S3) · Docker · GitHub Actions

Data platformIn production

Impress AI SIT-SAVOS

Applicant assessment & bulk profiling

Secure web platform consolidating applicant data from multiple CSV sources with OAuth2-protected external assessment API integration — enabling bulk-scale profiling for educational institutions.

100+ applicants per batch·Zero duplicate records·OAuth2 + KMS secured

What we built

01Secure multi-part S3 uploads with AWS KMS encryption
02Streaming CSV parser with automated header mapping via synonym engine
03Idempotent data consolidation with MD5 checksums (zero duplicate records)
04Bulk ingest API (100+ applicants per batch) with async webhook callbacks

Tech stack

React 18 · TypeScript · FastAPI · AWS (S3, DynamoDB, Cognito) · Docker

EdTechPWAShipped

Dot in Space

Interactive science education platform

Mission-based educational PWA for children aged 8–14, QR-activated at physical science centre exhibits. Transforms visits into interactive space adventures with station-based quizzes and progress tracking.

Mobile-first PWA·6 interactive stations·Offline-capable

What we built

016-station sequential mission with animated intros and 80/20 visual-to-assessment ratio
02QR-activated exhibits with offline-friendly PWA architecture
03Admin dashboard for player tracking, score monitoring, and content management
04Child-safe design: no ads, no social features, no public profiles

Tech stack

React · TypeScript · Tailwind CSS · Supabase

02
02
Industry 02 · Healthcare

Digital systems for the care sector —built for compliance from day one.

Healthcare operations run on paper trails, fragmented records, and manual compliance tracking. We build digital platforms that unify patient and staff data, automate regulatory workflows, and provide real-time audit trails — all designed around the compliance requirements (HIPAA, NHS standards, PDPA) that make healthcare software different from everything else.

Use casesStudent rotation & teaching hoursResident records & medication (MAR)Healthcare-compliant audit trailsMulti-discipline role-based access control
HealthcareFull-stack platformIn production

ClinEdOps

Clinical education operations platform

Unified student/tutor lifecycle and teaching hours tracking system for four healthcare disciplines at a leading teaching hospital — Medicine, Allied Health, Nursing, and Training Programmes.

4 healthcare disciplines·80%+ test coverage·5-month build
Real-time audit trails

What we built

01Batch student/tutor import (Excel/CSV) with field mapping and duplicate detection
02Teaching hours logging with multi-level approval (supervisor to programme admin)
03Survey engine with custom JSONB questions and response analytics
04Four-tier RBAC: super_admin, programme_admin, supervisor, tutor, student
05Full audit logging on every CREATE, UPDATE, DELETE with before/after JSONB state

Tech stack

React 18 · Ant Design · FastAPI · PostgreSQL 16 · TimescaleDB · Celery · Redis · AWS S3/SES · Docker

HealthcareCare home softwareIn production

CareO

UK care home management system

Replaces paper records with structured digital workflows for resident care, medication administration, incident reporting, and NHS compliance documentation.

NHS-compliant workflows·Real-time team sync·Full audit logging

What we built

01Resident profiles with comprehensive care records and document tracking
02Medication Administration Records (MAR) with scheduling and audit trails
03NHS Trust incident reporting with automated form generation
04Manager audit system with before/after state tracking and approval workflows
05Real-time sync across care teams via Convex backend

Tech stack

Next.js 15 · React 19 · TypeScript · shadcn/ui · Convex · Better Auth · Recharts

03
03
Industry 03 · Fintech & enterprise

Financial data is sensitive.We build like it matters.

Financial services demand accuracy, encryption, and audit trails that hold up under scrutiny. We build systems that process financial data with real security — client-side encryption, row-level access control, and compliance-ready infrastructure. From personal wealth management to enterprise payroll auditing, our fintech work is defined by one principle: the system should be trustworthy enough that people put real numbers in it.

Use casesEncrypted personal wealth managementAI payroll comparison & discrepancy detectionReal-time LLM cost attributionCompliance-ready financial data pipelines
FintechEncrypted platformActive MVP

Wealthyhood

Encrypted personal wealth management

Users track assets, liabilities, insurance, and dependents — then safely share their financial portfolio with trusted family, beneficiaries, or advisors. The server never sees plaintext financial data.

AES-256 client-side·Zero-knowledge architecture·Dead-man's switch

What we built

01Client-side AES-256 encryption with PBKDF2 key derivation (server-zero-knowledge)
02Net worth dashboard with wealth distribution charts and financial health scoring
03Granular portfolio sharing with revocable view/edit access control
04Dead-man's switch: configurable inactivity trigger grants access to beneficiaries
05Advisor dashboard with multi-client portfolio management and risk assessment

Tech stack

React 18 · TypeScript · Supabase · crypto-js · Recharts · Framer Motion · Edge Functions (Deno)

EnterpriseLocal AIBuilt

PayrollIQ

AI payroll file comparison

AI-powered payroll file analysis using locally-hosted Ollama (Gemma 3). Zero data leaves the network — payroll teams get instant discrepancy detection, compliance auditing, and custom queries.

100% local processing·Zero data egress·4 analysis modes

What we built

01Drag-drop file upload with side-by-side preview (CSV, XLSX)
02Streaming LLM analysis via local Ollama instance (Gemma 3 7B)
034 analysis modes: discrepancy detection, summarisation, compliance check, custom query
04100% local processing — zero data egress, enterprise-grade privacy

Tech stack

Next.js 14 · TypeScript · Ollama (Gemma 3) · PapaParse · XLSX · Tailwind CSS

Our own product · used in client deployments
Our productAI observabilityLive

Slashboard

AI cost observatory

Real-time LLM cost tracking and spend attribution dashboard powered by LiteLLM webhooks and TimescaleDB. We deploy it for clients running LLM APIs in production to give them visibility into every API call, every model, every dollar.

Sub-100ms dashboard updates·90K+ log capacity tested·20–40% cost savings typical

What we built

01Real-time ingestion via LiteLLM webhooks with Redis Stream processing
02Cost attribution by team, project, model, and feature
03Interactive KPI dashboard: spend trends, cost heatmaps, prompt logs
04Roadmap: anomaly detection, budget enforcement, forecasting

Tech stack

Next.js 15 · React 19 · FastAPI · PostgreSQL 16 · TimescaleDB · Redis 7 · Tremor · Recharts · Docker

04
04
Industry 04 · FoodTech & compliance

From kitchen to shelf —AI that handles the paperwork.

Food businesses face a mountain of regulatory requirements before their first product hits a shelf — nutrition labelling, food safety plans, traceability, certification. We build AI-powered compliance tools and supply chain systems that turn weeks of manual paperwork into minutes of guided automation — especially for the small producers who need it most.

Use casesAI-generated FDA-compliant nutrition labelsAutomated HACCP food safety plansBlockchain-based farm-to-fork traceabilityQR-verified supply chain transparency
FoodTechAI complianceShipped

Smobler

AI-powered food compliance platform

Transforms complex FDA regulatory requirements into an intuitive wizard-based experience — first-time food makers generate professional nutrition labels and HACCP plans in minutes, not weeks.

FDA/USDA compliant·Minutes vs. weeks·12-week MVP

What we built

01AI-generated FDA-compliant nutrition labels with USDA nutritional database integration
02Automated HACCP plan builder with hazard analysis, CCPs, and corrective actions
03Real-time compliance validation against FDA/USDA standards
04Multi-format export: PDF, Word (DOCX), and high-resolution PNG
05Contextual AI food safety assistant with step-aware guidance

Tech stack

React · TypeScript · Supabase · GPT-4 · Tailwind CSS

Supply chainBlockchainPrototype

HalalChain

Blockchain-based Halal traceability

Decentralised farm-to-fork traceability platform. Five Solidity smart contracts record every stage of a product's lifecycle on-chain — consumers verify the full journey via QR code.

5 smart contracts·6 role-based portals·On-chain verification

What we built

015 interlocking Solidity contracts: AnimalRegistry, SlaughterProcess, ProcessingBatch, SupplyChain, HalalCertification
026 role-specific dashboards (Farmer, Slaughterhouse, Processor, Distributor, Retailer, Consumer)
03Mobile-first QR scanning suite with offline queue + sync
04Real-time compliance monitor: temperature, certification expiry, cross-contamination, segregation

Tech stack

Solidity · Hardhat · ethers.js · React 18 · TypeScript · shadcn/ui · MetaMask

Don't see your industry?

We've built across verticals.

From education to supply chain — if you've got a business problem and data, we can probably help.

Let's talk