📝Ticket summary
Long ticket thread with 18 replies? AI gives you a 3-line "what's the situation, what was tried, what's next." Reduces the time agents spend re-reading context to seconds.
Beta
BrioSync AI
AI that does the boring work, not your work.
Smart assistance built into BrioSync — summarize ticket threads, predict margin slippage, surface KB articles, draft replies, and write reports in natural language. Practical AI for services teams, with privacy by design.
No credit card · Your data never trains public models
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Why is the Acme Corp project leaking margin this week?
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Acme Corp is on track to exceed the approved 60h budget by ~12 hours. Two senior engineers logged 18h on TKT-905 (mobile crash investigation) — that ticket was estimated at 4h. James Carter is at 136% utilization, which suggests overflow into next week. Recommend: re-estimate TKT-905, reassign 2 lower-priority tickets off Arjun, and notify the Acme PM.
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Service desk AI
💬Drafted replies
AI proposes a reply based on the ticket context + your knowledge base — agents review and one-click send. Tone-aware: professional, friendly, technical. Always editable.
Beta🔍Semantic KB search
"How do we handle SAML re-auth for Okta?" — finds the right KB article even if those exact words aren't in it. Vector search over your knowledge base.
Coming Q3 2026😊Sentiment on CSAT
Auto-detects unhappy customers in CSAT surveys, ticket replies, and portal messages — flags them for a manager before they churn. Reads tone, urgency and frustration.
Coming Q3 2026🏷️Auto-tagging & routing
New ticket comes in — AI suggests the priority, ticket type, assignee and skill tags. Skip the manual triage step on 80% of incoming work.
Coming Q4 2026📚KB article writer
Resolved a tricky ticket? AI drafts a knowledge base article from the work-notes thread so the next agent doesn't redo it. You edit, hit publish.
Planned 20262
Margin & delivery AI
⚠️Margin slippage warnings
Predicts when a project is on track to over-budget — flags it weeks before month-end. Looks at burn rate, remaining work, historical patterns on similar projects.
Beta⏱️Task estimation
"Implement webhook for Slack alerts" — AI suggests an estimate based on your team's historical effort on similar tasks. Calibrated to your team's actual pace.
Coming Q3 2026📅Time log suggestions
End of day? AI looks at your calendar, the tickets you replied on, the tasks you commented on — and suggests where the hour likely went. Approve or edit.
Coming Q4 20263
Team & capacity AI
📈Capacity forecasting
"Who's about to be overloaded next sprint?" — predicts utilization 2-3 weeks ahead based on assignment pipeline, recurring meetings, and approved leave.
Coming Q3 2026🎯Skill-aware assignment
AI suggests the best person for a new task based on their skills, current load, past performance on similar work — and their stated preferences.
Planned 2026🌴Leave conflict alerts
If two people on the same critical project both ask for the same week off, AI flags the conflict before approval — and suggests alternative coverage.
Planned 20264
Reports & insights AI
💭Natural-language reports
"Show me margin by client for last quarter, sorted by leakage" — type the question, get the report. No dashboard-builder lessons required.
Beta📊Weekly digest writer
Every Monday morning, AI emails leadership a 200-word digest: what shipped, what slipped, who's at risk, where margin moved. Auto-generated from your live data.
Coming Q3 2026🔮Anomaly detection
Unusual spike in tickets from Acme this week? Sudden drop in time logged on Project X? AI surfaces patterns you wouldn't catch in a dashboard.
Planned 2026
How we think about AI
Practical, private, and always under your control.
AI in BrioSync is built around four hard principles. No surprises, no dark patterns, no training on your data.
🔐Your data never trains public models
Tickets, projects, time logs, KB articles, customer info — none of it is used to train BrioSync's AI models or any third-party model. Confidentiality is contractual with our AI providers.
👤Humans approve everything that goes out
AI drafts replies. AI proposes estimates. AI suggests assignments. Nothing AI generates is sent to a client, billed to a customer, or modifies critical data without a human in the loop.
🎚️Per-feature opt-in, per-workspace
Don't want AI summaries? Turn them off. Want them for tickets but not for time logs? Granular. Per-workspace AI controls so each company decides exactly what's on.
📜Transparent about confidence
When AI predicts margin slippage or proposes an estimate, you see why — which data points led to the suggestion. You're never asked to trust an opaque output.
AI FAQ
Common questions about AI in BrioSync.
Which AI provider do you use?
BrioSync uses a combination of providers — OpenAI for general language tasks and Anthropic Claude for reasoning-heavy work. All providers are bound by data processing agreements that prohibit training on customer data. Enterprise customers can choose to route AI through their own provider on request.
Is AI included in every plan?
Basic AI features (ticket summary, KB search, drafted replies) are included on Pro and above. Advanced AI (margin prediction, capacity forecasting, NL reports) is bundled into Pro. Enterprise plans include custom AI fine-tuning options and higher usage allowances.
Can I disable AI entirely for my workspace?
Yes. There's a workspace-level toggle in Admin → AI Settings that disables every AI feature across the workspace. You can also disable individual AI features without disabling others.
Where is AI processing done geographically?
Default: US-East data centers of our AI providers. EU customers on Enterprise can request EU-only processing. APAC processing is on the roadmap for Q4 2026.