Our models
SLM-Works Models
Task-specific SLMs we built and fine-tuned for real business workflows. Each model runs on your infrastructure, delivers up to 96% token savings versus a general-purpose LLM, and keeps your data private.
Available now
7 modelsSLM-Works Invoice Generator
Structured invoice creation from unstructured input
Fine-tuned to extract line items, tax calculations, payment terms, and vendor details from emails, PDFs, and chat messages - then output clean, structured invoice data ready for your ERP or accounting system.
- Extract line items from unstructured text, email, or scanned PDFs
- Multi-currency support with automatic tax calculation logic
- Output structured JSON matching common ERP schemas
- Handles partial or messy input gracefully with confidence scores
Ideal for
SLM-Works Contract Analyzer
Clause extraction and risk flagging for legal documents
Purpose-built to read contracts, extract key clauses (liability, termination, IP, SLA), flag deviations from your standard templates, and surface risk areas - without sending confidential documents to external APIs.
- Extract and classify 20+ standard contract clause types
- Flag deviations from your baseline templates
- Risk scoring per clause with plain-language explanations
- Works entirely on-premise. zero data egress
Ideal for
SLM-Works Support Classifier
Instant ticket routing and intent detection
Trained on enterprise support patterns to classify incoming tickets by category, urgency, sentiment, and required skill group - enabling instant routing and SLA-aware prioritization without manual triage.
- Classify tickets across 50+ configurable categories
- Detect urgency level and customer sentiment in one pass
- Sub-10ms inference latency for real-time routing
- Integrates with ServiceNow, Jira, Zendesk, and custom APIs
Ideal for
SLM-Works Doc Summarizer
Concise summaries of long-form business documents
Fine-tuned for enterprise document types. board reports, policy documents, technical specs, RFPs. to produce accurate, structured summaries with key decisions, action items, and risk callouts highlighted.
- Summarize documents up to 32K tokens in a single pass
- Extract key decisions, action items, and deadlines
- Configurable output: executive brief, bullet points, or structured JSON
- Preserves technical terminology and proper nouns accurately
Ideal for
SLM-Works Email Drafter
Professional emails from bullet points or voice notes
Fine-tuned to transform brief instructions, bullet points, or raw voice transcripts into well-structured, on-brand professional emails. Adapts tone and formality to recipient context and produces send-ready drafts in seconds.
- Draft complete emails from 3–5 bullet points or a raw voice note
- Tone adaptation: formal, consultative, assertive, or friendly
- Context-aware subject line and opening line generation
- Runs inside your mail client or CRM with no external API calls
Ideal for
SLM-Works HR Screener
CV screening and candidate data extraction at scale
Purpose-built to parse CVs and cover letters, extract structured candidate profiles, and score applicants against job requirements you define. Reduces first-pass review time from hours to seconds without sending sensitive data outside your network.
- Extract 25+ structured fields: skills, tenure, education, certifications
- Score candidates against weighted criteria from your job description
- Flag missing requirements and experience gaps with plain explanations
- Outputs structured JSON ready for your ATS or HR system
Ideal for
SLM-Works Feedback Analyzer
Structured insight from customer feedback and NPS responses
Classifies and extracts themes, sentiment, urgency, and product signals from free-text survey responses, NPS comments, support reviews, and social feedback. Turns unstructured voice-of-customer data into consistent, queryable output.
- Multi-label sentiment and topic classification in one pass
- Extract product mentions, feature requests, and churn signals
- Urgency and escalation scoring for negative feedback
- Batch mode for processing thousands of responses per run
Ideal for
Coming soon
5 modelsSLM-Works Data Extractor
Structured data from messy sources
Purpose-built to pull structured data from emails, forms, reports, and semi-structured documents. names, dates, amounts, reference numbers. and output clean, validated records for downstream systems.
- Entity extraction across 30+ field types (dates, amounts, names, IDs)
- Handle multi-language input with consistent output schema
- Built-in validation and confidence scoring per field
- Batch processing mode for high-volume pipelines
Ideal for
SLM-Works Code Reviewer
Automated code review for common enterprise stacks
Fine-tuned on enterprise code review patterns to flag security issues, style violations, performance bottlenecks, and logic errors. runs entirely in your CI/CD pipeline without external API dependencies.
- Security vulnerability detection (OWASP Top 10 patterns)
- Style and convention checks for Java, Python, TypeScript, Go
- Performance anti-pattern flagging
- Inline suggestion format compatible with GitHub PR reviews
Ideal for
SLM-Works Meeting Scribe
Transcripts to structured minutes and action items
Converts raw meeting transcripts into formatted minutes with agenda sections, key decisions, action items with owners, and deadlines. Works with transcripts from any video conferencing tool and adapts to your minute template.
- Detect and extract action items with assigned owner and deadline
- Segment transcript by agenda topic automatically
- Configurable output: executive summary, full minutes, or action list only
- Handles cross-talk and disfluencies without manual cleanup
Ideal for
SLM-Works RFP Analyzer
Tender and RFP parsing for faster bid decisions
Parses RFPs, tenders, and procurement documents to extract requirements, evaluation criteria, mandatory qualifications, deadlines, and scoring weights. Surfaces bid/no-bid signals so your team focuses effort on winnable opportunities.
- Extract mandatory and scored requirements with page references
- Identify evaluation criteria and their weighting from tender documents
- Flag compliance risks, missing prerequisites, and tight deadlines
- Structured output for bid management tools and CRM deal records
Ideal for
SLM-Works Compliance Checker
Policy conformance screening for outgoing content
Screens outgoing communications, contracts, marketing content, and internal documents against your defined policy rules. Flags violations, suggests compliant rewrites, and logs every check for audit purposes - entirely on your infrastructure.
- Check content against 100+ configurable policy rules simultaneously
- Violation explanation with specific clause reference and severity
- Suggest minimal compliant rewrites preserving original intent
- Full audit log of every check, version, and outcome
Ideal for
Need a model fine-tuned for a different workflow?
We scope and build custom SLMs for specific document types, tasks, or industry vocabularies. Typical engagement starts with a PoC milestone.