{"schemaVersion":1,"locale":"en","updatedAt":"2026-10-05","organization":{"name":"Syntalith","url":"https://syntalith.ai/en","description":"Syntalith is an engineering company based in Poland. We help businesses across sectors, teams and individuals choose, build and maintain AI for their everyday work. We start with the process, data and objective, then choose the solution."},"profile":{"headline":"We put AI into processes.","summary":"Syntalith is an engineering company based in Poland. We help businesses across sectors, teams and individuals choose, build and maintain AI for their everyday work. 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We agree the purpose, data scope, permissions, providers, regions and retention. GDPR and applicable US data-protection requirements are addressed for the specific project. Private deployment and data location follow the agreed architecture.","href":"/en/gdpr"},{"id":"cost","title":"Control the cost of completed work","body":"We match models to tasks and test quality on examples. We use simple rules where sufficient, model routing, context caching and retry limits. We measure cache hit rates, token use, latency and cost per completed case, checking optimizations against quality and the cost of the whole process.","href":"/en/what-is-an-ai-agent"},{"id":"security","title":"Security, evaluation and oversight","body":"We design least-privilege access, tool controls, action history and human escalation. Acceptance tests are agreed before launch. After deployment, we can provide monitoring, evaluations, model updates and continued development.","href":"/en/services/maintenance"}],"credentialsLabel":"Partnerships and team credentials","evidenceLabel":"Delivery examples and reviews","evidenceNote":"Our work includes production deployments, personal agents and training, with published examples and linked client reviews. Each case states its scope and status, including when it shows a demonstration or recorded test.","credentials":[{"kind":"membership","holder":"Syntalith","label":"Syntalith is an OpenAI Select Partner in the OpenAI Partner Network.","url":"https://syntalith.ai/en/blog/chatgpt-openai-implementation-for-business","qualification":""},{"kind":"membership","holder":"Syntalith","label":"Syntalith is a member of Claude Partner Network, Anthropic's partner program.","url":"https://syntalith.ai/en/services/team-training","qualification":"Denotes membership in Anthropic's partner program for Claude. Not an endorsement of Syntalith's services by Anthropic."},{"kind":"individual_certification","holder":"Artem Lisovtsov","label":"AWS Certified Machine Learning - Specialty","url":"https://cp.certmetrics.com/amazon/en/public/verify/credential/8ef7dc086114421cb2215400bd29defd","qualification":""},{"kind":"individual_certification","holder":"Artem Lisovtsov","label":"Claude Certified Architect, Foundations · Anthropic","url":"https://www.credly.com/badges/5e9b9a71-5c12-49ba-9051-d001db3fabc0/linked_in_profile","qualification":""}]},"services":[{"id":"skan","name":"Process scan","url":"https://syntalith.ai/en/contact","description":"We discuss one recurring task: inbox handling, invoices, quotes or sales contacts. We learn how it works today and where the difficulties are. The engineering call takes 30 minutes. Within 2 business days, you receive a summary: an initial direction, missing information and a proposed next step.","fit":"Entry · start here","deliverables":["We discuss one recurring task: inbox handling, invoices, quotes or sales contacts. We learn how it works today and where the difficulties are. The engineering call takes 30 minutes. Within 2 business days, you receive a summary: an initial direction, missing information and a proposed next step."],"exclusions":[],"delivery":"30 min + summary within 2 business days","price":{"currency":"EUR","amount":0,"basis":"fixed","unit":"project","vatIncluded":false,"display":"€0 ($0)","qualification":"","terms":"AI apps are operated by your team; automations and agents do the work without it. We decide the form after reviewing the requirements. All prices net."},"evidence":[],"pricingUrl":"https://syntalith.ai/en/pricing","nextStep":{"url":"https://meet.syntalith.ai/syntalith/en","mode":"booking_service","guideUrl":"https://syntalith.ai/booking-agent-guide.txt?locale=en","configUrl":"https://meet.syntalith.ai/api/config/syntalith/en","mcpUrl":"https://meet.syntalith.ai/mcp","contactUrl":"https://syntalith.ai/en/contact","label":"Book a free call (30 min)","note":"With an engineer. No commitment to a paid implementation.","readiness":"check_destination"}},{"id":"specyfikacja","name":"Audit","url":"https://syntalith.ai/en/services/ai-process-audit","description":"A process map, architecture, plan, and fixed quote, followed by a documented recommendation on whether to build. If you commission the system build from us, we credit the audit fee toward the build.","fit":"Path B · optional","deliverables":["Process map: steps, exceptions and the places where time is lost today","An inventory of data and limits: what your data allows and where a human is required","Solution architecture: what the system does, what it must not do on its own and where it escalates","Implementation plan: stages, timelines and what we need from your team","A fixed build quote, including a recommendation to avoid a build when a simpler option fits","The document is yours: build with us or with any vendor"],"exclusions":["A generic “AI maturity” review with no specific processes","Companies expecting the full audit for free: the scan is free, the analysis is paid","Processes with no data access and no owner who can answer questions within 5 days"],"delivery":"5 business days","price":{"currency":"EUR","amount":600,"basis":"starting","unit":"project","vatIncluded":false,"display":"from €600 (approx. $650)","qualification":"","terms":"AI apps are operated by your team; automations and agents do the work without it. We decide the form after reviewing the requirements. All prices net."},"evidence":["rfq-quote-preparation"],"pricingUrl":"https://syntalith.ai/en/pricing","nextStep":{"url":"https://meet.syntalith.ai/syntalith/en","mode":"booking_service","guideUrl":"https://syntalith.ai/booking-agent-guide.txt?locale=en","configUrl":"https://meet.syntalith.ai/api/config/syntalith/en","mcpUrl":"https://meet.syntalith.ai/mcp","contactUrl":"https://syntalith.ai/en/contact","label":"Book a free call (30 min)","note":"With an engineer. No commitment to a paid implementation.","readiness":"check_destination"}},{"id":"automatyzacje","name":"AI Automations","url":"https://syntalith.ai/en/services/ai-automations","description":"Processes that run themselves: inbox, documents, CRM, reports, and system-to-system integrations.","fit":"Work off your team's plate","deliverables":["Inbox triage: classification, case records, replies under an agreed policy","Documents: data extraction from PDFs, invoices and forms straight into your system","CRM and ERP: record updates and API integrations, with a change log","Reports and notifications generated automatically by rule, before the meeting","An exception path to a human and handover documentation for your team"],"exclusions":["Processes with no owner on the company side","Websites and marketing chatbots","Automating “everything at once”: we start with one process"],"delivery":"2–6 weeks","price":{"currency":"EUR","amount":1750,"basis":"starting","unit":"project","vatIncluded":false,"display":"from €1,750 (approx. $1,900)","qualification":"for simple, rule-driven processes","terms":"AI apps are operated by your team; automations and agents do the work without it. We decide the form after reviewing the requirements. All prices net."},"evidence":["email-triage"],"pricingUrl":"https://syntalith.ai/en/pricing","nextStep":{"url":"https://meet.syntalith.ai/syntalith/en","mode":"booking_service","guideUrl":"https://syntalith.ai/booking-agent-guide.txt?locale=en","configUrl":"https://meet.syntalith.ai/api/config/syntalith/en","mcpUrl":"https://meet.syntalith.ai/mcp","contactUrl":"https://syntalith.ai/en/contact","label":"Book a free call (30 min)","note":"With an engineer. No commitment to a paid implementation.","readiness":"check_destination"}},{"id":"agenci","name":"AI Agents","url":"https://syntalith.ai/en/services/ai-agents","description":"The system completes routine steps on its own and refers exceptions to you. It records each action so the work can be audited.","fit":"Work off your team's plate","deliverables":["An agent handling a defined process within set boundaries and escalating exceptions","An operator panel: live view, manual approvals, a stop and a log of every decision","Integrations with your systems on minimum required permissions","An isolated runtime: data does not leave the agreed environment without your consent","A hard boundary between data and instructions: content the agent reads from sources is treated as data to assess, never as commands to execute","Monitoring, alerts and handover documentation for your team"],"exclusions":["Autonomy without boundaries or an owner on the company side","Build work without a signed scope"],"delivery":"6–16 weeks","price":{"currency":"EUR","amount":3000,"basis":"starting","unit":"project","vatIncluded":false,"display":"from €3,000 (approx. $3,250)","qualification":"","terms":"AI apps are operated by your team; automations and agents do the work without it. We decide the form after reviewing the requirements. All prices net."},"evidence":["re-lead-intel","vc-investment"],"pricingUrl":"https://syntalith.ai/en/pricing","nextStep":{"url":"https://meet.syntalith.ai/syntalith/en","mode":"booking_service","guideUrl":"https://syntalith.ai/booking-agent-guide.txt?locale=en","configUrl":"https://meet.syntalith.ai/api/config/syntalith/en","mcpUrl":"https://meet.syntalith.ai/mcp","contactUrl":"https://syntalith.ai/en/contact","label":"Book a free call (30 min)","note":"With an engineer. No commitment to a paid implementation.","readiness":"check_destination"}},{"id":"aplikacje","name":"AI Apps","url":"https://syntalith.ai/en/services/ai-apps","description":"A tool used by your team: document search, data extraction, guided work, and an internal panel.","fit":"A tool for your team","deliverables":["Internal assistants and panels working on your data","Answers from your documents with the source cited","Extracting data from invoices, contracts and scans into an agreed format","Classification of cases and documents according to your rules","A fixed set of client examples with measured accuracy","Safety rules and a human handoff for uncertain answers","Integration with your systems over APIs, on minimum permissions and with a log","Code, system instructions, and test examples belong to you"],"exclusions":["Marketing websites and landing pages","Web development with no AI component","A chat widget pasted onto a site","A process a ready-made tool handles cheaper and faster: we'll recommend buying it"],"delivery":"4–10 weeks","price":{"currency":"EUR","amount":3000,"basis":"starting","unit":"project","vatIncluded":false,"display":"from €3,000 (approx. $3,250)","qualification":"typically €3,000–7,000 (approx. $3,250–7,500)","terms":"AI apps are operated by your team; automations and agents do the work without it. We decide the form after reviewing the requirements. All prices net."},"evidence":["email-triage","company-memory-with-permissions"],"pricingUrl":"https://syntalith.ai/en/pricing","nextStep":{"url":"https://meet.syntalith.ai/syntalith/en","mode":"booking_service","guideUrl":"https://syntalith.ai/booking-agent-guide.txt?locale=en","configUrl":"https://meet.syntalith.ai/api/config/syntalith/en","mcpUrl":"https://meet.syntalith.ai/mcp","contactUrl":"https://syntalith.ai/en/contact","label":"Book a free call (30 min)","note":"With an engineer. No commitment to a paid implementation.","readiness":"check_destination"}},{"id":"osobisty","name":"Personal AI agent","url":"https://syntalith.ai/en/services/personal-ai-agent","description":"A personal operator for owners and executives: briefings, research and decision prep within set boundaries, on infrastructure you control.","fit":"For owners and executives","deliverables":["Morning briefing and triage of your matters from your sources","Research and monitoring of the topics you track","Decision prep and follow-ups queued for your approval","Deployment on your own infrastructure or your own cloud account (AWS, Google Cloud, Azure)","Boundaries, escalation rules, and a log of every action"],"exclusions":["A general assistant for one-off questions and drafts","Full autonomy on personal accounts with no boundaries","One-off work that doesn't return regularly","Work without a defined process or a person responsible for decisions"],"delivery":"narrow scope · usually a few weeks","price":{"currency":"EUR","amount":600,"basis":"starting","unit":"project","vatIncluded":false,"display":"from €600 (approx. $650)","qualification":"operator on your infrastructure, data in the EU","terms":"AI apps are operated by your team; automations and agents do the work without it. We decide the form after reviewing the requirements. All prices net."},"evidence":["personal-operator"],"pricingUrl":"https://syntalith.ai/en/pricing","nextStep":{"url":"https://meet.syntalith.ai/syntalith/en","mode":"booking_service","guideUrl":"https://syntalith.ai/booking-agent-guide.txt?locale=en","configUrl":"https://meet.syntalith.ai/api/config/syntalith/en","mcpUrl":"https://meet.syntalith.ai/mcp","contactUrl":"https://syntalith.ai/en/contact","label":"Book a free call (30 min)","note":"With an engineer. No commitment to a paid implementation.","readiness":"check_destination"}},{"id":"szkolenia","name":"AI Training","url":"https://syntalith.ai/en/services/team-training","description":"Closed corporate training in safe, effective AI work, taught by the engineers who deploy these systems.","fit":"Training","deliverables":["Closed corporate training in safe, effective AI work, taught by the engineers who deploy these systems."],"exclusions":[],"delivery":"1–2 days","price":{"currency":"EUR","amount":600,"basis":"starting","unit":"day","vatIncluded":false,"display":"from €600/day (approx. $650/day)","qualification":"","terms":"AI apps are operated by your team; automations and agents do the work without it. We decide the form after reviewing the requirements. All prices net."},"evidence":[],"pricingUrl":"https://syntalith.ai/en/pricing","nextStep":{"url":"https://meet.syntalith.ai/syntalith/en","mode":"booking_service","guideUrl":"https://syntalith.ai/booking-agent-guide.txt?locale=en","configUrl":"https://meet.syntalith.ai/api/config/syntalith/en","mcpUrl":"https://meet.syntalith.ai/mcp","contactUrl":"https://syntalith.ai/en/contact","label":"Book a free call (30 min)","note":"With an engineer. No commitment to a paid implementation.","readiness":"check_destination"}},{"id":"kursy","name":"AI-Native course","url":"https://syntalith.ai/en/services/ai-native-courses","description":"A one-to-one or company course on your codebase. You keep the working method, templates, and tooling created during the course.","fit":"Course · 1:1 or company","deliverables":["A one-to-one or company course on your codebase. You keep the working method, templates, and tooling created during the course."],"exclusions":[],"delivery":"1:1 or company · on your repository","price":{"currency":"EUR","amount":null,"basis":"quoted","unit":"project","vatIncluded":false,"display":"quoted after a call","qualification":"paid course · net","terms":"AI apps are operated by your team; automations and agents do the work without it. We decide the form after reviewing the requirements. All prices net."},"evidence":[],"pricingUrl":"https://syntalith.ai/en/pricing","nextStep":{"url":"https://meet.syntalith.ai/syntalith/en","mode":"booking_service","guideUrl":"https://syntalith.ai/booking-agent-guide.txt?locale=en","configUrl":"https://meet.syntalith.ai/api/config/syntalith/en","mcpUrl":"https://meet.syntalith.ai/mcp","contactUrl":"https://syntalith.ai/en/contact","label":"Book a free call (30 min)","note":"With an engineer. No commitment to a paid implementation.","readiness":"check_destination"}},{"id":"utrzymanie","name":"Maintenance","url":"https://syntalith.ai/en/services/maintenance","description":"We manage the infrastructure, monitor the system and fix bugs. The scope can also include small changes, reports and further development. We agree it around the process the system handles.","fit":"We monitor and support your system after launch.","deliverables":["Infrastructure management, monitoring and alerts: we know about most problems before your team reports them","A bug-fix SLA in your contract, with an agreed scope of small changes","A monthly review of unusual cases, with instruction and rule corrections","Version changes: before a provider retires a version, we check its successor on a fixed set of cases and compare behavior","A monthly agent work report: what it did, what it escalated, what we fixed","Cost under control: the report shows cost per completed case, while simple rules remove work that does not require AI","Engineering hours for boundaries, escalation and integrations as the process changes","One client's data kept separate from others, a dedicated VM on request"],"exclusions":["Agents built without logs or an owner: without a trace they can't be run responsibly","Companies that won't allow monitoring of how the system behaves","One-off advice without continuous responsibility for production","A system we're not allowed to inspect or change"],"delivery":"monthly","price":{"currency":"EUR","amount":null,"basis":"quoted","unit":"month","vatIncluded":false,"display":"priced individually","qualification":"","terms":"AI apps are operated by your team; automations and agents do the work without it. We decide the form after reviewing the requirements. All prices net."},"evidence":["re-lead-intel"],"pricingUrl":"https://syntalith.ai/en/pricing","nextStep":{"url":"https://meet.syntalith.ai/syntalith/en","mode":"booking_service","guideUrl":"https://syntalith.ai/booking-agent-guide.txt?locale=en","configUrl":"https://meet.syntalith.ai/api/config/syntalith/en","mcpUrl":"https://meet.syntalith.ai/mcp","contactUrl":"https://syntalith.ai/en/contact","label":"Book a free call (30 min)","note":"With an engineer. No commitment to a paid implementation.","readiness":"check_destination"}},{"id":"private-llms","name":"Private LLMs","url":"https://syntalith.ai/en/services/private-llms","description":"Model selection, hosting and deployment for private data. Evaluation, fine-tuning and small models for specific tasks.","fit":"For businesses and individuals. We help you use existing hardware or choose a setup before buying.","deliverables":["Model selection and evaluation: We test Polish, domain terminology, difficult examples and missing information. You receive a comparison and acceptance criteria. We also check the specific model licence and compatibility with the serving engine.","Hosting and deployment: We deploy on a workstation, an on-premise server or rented infrastructure, including EU regions. The scope covers access controls, an application or API, integrations and monitoring. We select quantization and capacity for the actual workload.","RAG and fine-tuning: RAG supplies current document passages to a model. Fine-tuning uses examples to teach a task, such as ticket classification or your required output format. The two can work together. A separate test set shows whether training improved the result.","Small models for a specific job: For classification, routing or text scoring, we assess smaller models, distillation and training on labelled data. Training from scratch is scoped after reviewing the dataset and compute budget. Choosing one of several categories rarely needs a large general-purpose model."],"exclusions":[],"delivery":"Setup, pilot or full deployment","price":{"currency":"EUR","amount":null,"basis":"quoted","unit":"project","vatIncluded":false,"display":"quoted after a call","qualification":"","terms":"AI apps are operated by your team; automations and agents do the work without it. We decide the form after reviewing the requirements. All prices net."},"evidence":[],"pricingUrl":"https://syntalith.ai/en/services/private-llms","nextStep":{"url":"https://meet.syntalith.ai/syntalith/en","mode":"booking_service","guideUrl":"https://syntalith.ai/booking-agent-guide.txt?locale=en","configUrl":"https://meet.syntalith.ai/api/config/syntalith/en","mcpUrl":"https://meet.syntalith.ai/mcp","contactUrl":"https://syntalith.ai/en/contact","label":"Book a free call (30 min)","note":"With an engineer. No commitment to a paid implementation.","readiness":"check_destination"}},{"id":"company-brain","name":"Company Brain AI for people and agents","url":"https://syntalith.ai/en/services/ai-apps/company-brain","description":"One company memory connects documents, decisions and events from Confluence, SharePoint, Google Drive, CRM and ERP. An employee recovers context without asking several people, while an agent checks the rules and case history before it acts. An approved result returns to memory with its date, source and owner. A first workflow starts at €3,000 net.","fit":"Start with one workflow that keeps losing context.","deliverables":["Questions and decisions: We list recurring questions, decisions that disappear today, and the work outcome that should improve after implementation.","Sources and owners: We identify the systems holding the records, the people who resolve conflicts and how often the information needs updating.","Reading and acting: We define who may only ask, which agent may prepare a change and where approval is always required.","Acceptance on company work: We test company questions, conflicting sources, revoked access, stale records and the return of an approved result to memory."],"exclusions":["If organizing Confluence, improving search or adding a simpler automation solves the problem, we recommend that after the scan."],"delivery":"4–10 weeks","price":{"currency":"EUR","amount":3000,"basis":"starting","unit":"project","vatIncluded":false,"display":"from €3,000 net","qualification":"A build usually takes 4–10 weeks. Price follows the number of sources, events, roles, agents and actions included in the workflow. After reviewing the requirements, you receive a fixed quote before signing a contract.","terms":"AI apps are operated by your team; automations and agents do the work without it. We decide the form after reviewing the requirements. All prices net."},"evidence":["company-memory-with-permissions"],"pricingUrl":"https://syntalith.ai/en/services/ai-apps/company-brain","nextStep":{"url":"https://meet.syntalith.ai/syntalith/en","mode":"booking_service","guideUrl":"https://syntalith.ai/booking-agent-guide.txt?locale=en","configUrl":"https://meet.syntalith.ai/api/config/syntalith/en","mcpUrl":"https://meet.syntalith.ai/mcp","contactUrl":"https://syntalith.ai/en/contact","label":"Book a free call (30 min)","note":"With an engineer. No commitment to a paid implementation.","readiness":"check_destination"}},{"id":"individual-training","name":"One-to-one AI training","url":"https://syntalith.ai/en/one-to-one-ai-training","description":"Work one-to-one with an engineer on a task you already handle: documents, research, analysis, an operating process or a codebase. We have delivered five personal sessions. Process-focused training starts from €600 net per day; the technical AI-Native course is quoted after a conversation about your codebase.","fit":"Bring one task you already perform. We work through its context, model choice, data boundaries, verification and a repeatable method. If documentation or a simpler tool solves the problem, we recommend that before quoting.","deliverables":["Bring one task you already perform. We work through its context, model choice, data boundaries, verification and a repeatable method. If documentation or a simpler tool solves the problem, we recommend that before quoting."],"exclusions":[],"delivery":"one-to-one, online","price":{"currency":"EUR","amount":600,"basis":"starting","unit":"day","vatIncluded":false,"display":"from €600 / day net","qualification":"process-focused training; AI-Native is quoted separately","terms":"AI apps are operated by your team; automations and agents do the work without it. We decide the form after reviewing the requirements. All prices net."},"evidence":["jakotako-agent-loop"],"pricingUrl":"https://syntalith.ai/en/one-to-one-ai-training","nextStep":{"url":"https://meet.syntalith.ai/syntalith/en","mode":"booking_service","guideUrl":"https://syntalith.ai/booking-agent-guide.txt?locale=en","configUrl":"https://meet.syntalith.ai/api/config/syntalith/en","mcpUrl":"https://meet.syntalith.ai/mcp","contactUrl":"https://syntalith.ai/en/contact","label":"Book a free call (30 min)","note":"With an engineer. No commitment to a paid implementation.","readiness":"check_destination"}}],"evidence":[{"id":"email-triage","title":"Creator email operations for foap.com","description":"The foap.com workspace brings creator conversations, campaign context and reply drafts together. Explore current local views with fictionalized data.","url":"https://syntalith.ai/en/work/email-triage","kind":"published_example","context":"Read the source for scope, status and limitations. An example is not a result guarantee."},{"id":"re-lead-intel","title":"AI agent for real-estate acquisition","description":"The agent watches four portals, remembers each listing's history, scores the seller signal and drafts an SMS, email or CRM row. Sending stays human.","url":"https://syntalith.ai/en/work/re-lead-intel","kind":"published_example","context":"Read the source for scope, status and limitations. An example is not a result guarantee."},{"id":"vc-investment","title":"Investment OS for private-company screening","description":"PE/VC screening: deterministic gates before AI, research across KRS, financials and LinkedIn, 11 diligence questions, source trails, the analyst signs off.","url":"https://syntalith.ai/en/work/vc-investment","kind":"published_example","context":"Read the source for scope, status and limitations. An example is not a result guarantee."},{"id":"personal-operator","title":"Personal AI operator on your own infrastructure","description":"A personal AI operator with memory, tools, and permissions, running on your VPS or computer. Sending and deleting data require approval.","url":"https://syntalith.ai/en/work/personal-operator","kind":"published_example","context":"Read the source for scope, status and limitations. An example is not a result guarantee."},{"id":"jakotako-agent-loop","title":"jakotako.design: AI training and an agent loop","description":"One-to-one work with jakotako.design produced an agent loop for sourcing sales prospects and monitoring competitors, plus a website built with Claude.","url":"https://syntalith.ai/en/work/jakotako-agent-loop","kind":"published_example","context":"Read the source for scope, status and limitations. An example is not a result guarantee."},{"id":"order-intake-to-erp","title":"Email orders into ERP drafts","description":"The system reads orders from emails and files, matches lines to the product catalogue, and holds exceptions before an ERP draft is created.","url":"https://syntalith.ai/en/work/order-intake-to-erp","kind":"published_example","context":"Read the source for scope, status and limitations. An example is not a result guarantee."},{"id":"tender-monitoring","title":"BZP and TED tender monitoring","description":"The system gathers BZP and TED notices, organizes deadlines, and isolates outside documents before verified data reaches assessment.","url":"https://syntalith.ai/en/work/tender-monitoring","kind":"published_example","context":"Read the source for scope, status and limitations. An example is not a result guarantee."},{"id":"transport-document-check","title":"CMR image quality check before extraction","description":"The system checks a CMR photo before running a model. Poor images go back to the driver, while readable documents receive one structured extraction.","url":"https://syntalith.ai/en/work/transport-document-check","kind":"published_example","context":"Read the source for scope, status and limitations. An example is not a result guarantee."},{"id":"invoice-coding-automation","title":"Accounts payable invoice coding","description":"The system proposes an account and cost center, checks the invoice against purchasing records, and holds missing data for an accountant.","url":"https://syntalith.ai/en/work/invoice-coding-automation","kind":"published_example","context":"Read the source for scope, status and limitations. An example is not a result guarantee."},{"id":"rfq-quote-preparation","title":"RFQ pricing with a source for every price","description":"The system breaks an RFQ into lines and prices from a precedent or rule. A missing basis holds the line before an offer is prepared.","url":"https://syntalith.ai/en/work/rfq-quote-preparation","kind":"published_example","context":"Read the source for scope, status and limitations. An example is not a result guarantee."},{"id":"client-document-intake","title":"Persistent client document intake","description":"The system keeps a case file across messages, detects missing, conflicting, and expired documents, and leaves onboarding decisions with staff.","url":"https://syntalith.ai/en/work/client-document-intake","kind":"published_example","context":"Read the source for scope, status and limitations. An example is not a result guarantee."},{"id":"company-memory-with-permissions","title":"A knowledge base that enforces permissions","description":"Ask a question, get an answer with the identifier of its source document, and only from documents you may open. documented test run: 750 pairs, zero leaks.","url":"https://syntalith.ai/en/work/company-memory-with-permissions","kind":"published_example","context":"Read the source for scope, status and limitations. An example is not a result guarantee."},{"id":"executive-report-no-vanity-numbers","title":"Management report with a source for every number","description":"The system assembles a report from ERP, CRM, and controlling data. Every figure has a source, and unsupported numbers stop the commentary.","url":"https://syntalith.ai/en/work/executive-report-no-vanity-numbers","kind":"published_example","context":"Read the source for scope, status and limitations. 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